Running all checks...
                                 Check Results
┏━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ Check    ┃ Status ┃ Duration ┃ Details                                       ┃
┡━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ syntax   │ PASS   │    1.47s │                                               │
│ lint     │ FAIL   │    5.47s │ core/advisory/robo_advisor.py:8:121: E501     │
│          │        │          │ line too...                                   │
│ security │ FAIL   │    8.46s │ Working...                                    │
│          │        │          │ ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━...    │
│ types    │ FAIL   │    5.49s │ Found 340 errors in 123 files (checked 457    │
│          │        │          │ source ...                                    │
│ tests    │ FAIL   │   21.56s │ ...F.......FFFFFFF...FF....FFFFFFFFFFFFFFFF.… │
└──────────┴────────┴──────────┴───────────────────────────────────────────────┘

==================== lint FAILED ====================
STDOUT: core/advisory/robo_advisor.py:8:121: E501 line too long (121 > 120 characters)
core/advisory/robo_advisor.py:18:1: F401 'typing.List' imported but unused
core/advisory/robo_advisor.py:18:1: F401 'typing.Tuple' imported but unused
core/advisory/robo_advisor.py:22:1: E302 expected 2 blank lines, found 1
core/advisory/robo_advisor.py:27:1: E302 expected 2 blank lines, found 1
core/advisory/robo_advisor.py:31:29: E261 at least two spaces before inline comment
core/advisory/robo_advisor.py:32:30: E261 at least two spaces before inline comment
core/advisory/robo_advisor.py:34:1: E302 expected 2 blank lines, found 1
core/advisory/robo_advisor.py:47:58: E261 at least two spaces before inline comment
core/advisory/robo_advisor.py:71:1: E302 expected 2 blank lines, found 1
core/advisory/robo_advisor.py:118:86: E261 at least two spaces before inline comment
core/advisory/robo_advisor.py:137:1: E305 expected 2 blank lines after class or function definition, found 1
core/advisory/robo_advisor_v2.py:20:1: F401 'typing.List' imported but unused
core/advisory/robo_advisor_v2.py:20:1: F401 'typing.Optional' imported but unused
core/advisory/robo_advisor_v2.py:24:1: E302 expected 2 blank lines, found 1
core/advisory/robo_advisor_v2.py:28:40: E261 at least two spaces before inline comment
core/advisory/robo_advisor_v2.py:30:1: E302 expected 2 blank lines, found 1
core/advisory/robo_advisor_v2.py:37:1: E302 expected 2 blank lines, found 1
core/advisory/robo_advisor_v2.py:41:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v2.py:48:19: E261 at least two spaces before inline comment
core/advisory/robo_advisor_v2.py:49:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v2.py:52:22: E701 multiple statements on one line (colon)
core/advisory/robo_advisor_v2.py:53:24: E701 multiple statements on one line (colon)
core/advisory/robo_advisor_v2.py:54:23: E701 multiple statements on one line (colon)
core/advisory/robo_advisor_v2.py:55:23: E701 multiple statements on one line (colon)
core/advisory/robo_advisor_v2.py:56:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v2.py:59:30: E701 multiple statements on one line (colon)
core/advisory/robo_advisor_v2.py:60:33: E701 multiple statements on one line (colon)
core/advisory/robo_advisor_v2.py:61:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v2.py:64:36: E701 multiple statements on one line (colon)
core/advisory/robo_advisor_v2.py:65:37: E701 multiple statements on one line (colon)
core/advisory/robo_advisor_v2.py:66:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v2.py:76:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v2.py:80:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v2.py:83:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v2.py:86:1: E302 expected 2 blank lines, found 1
core/advisory/robo_advisor_v2.py:95:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v2.py:100:18: E261 at least two spaces before inline comment
core/advisory/robo_advisor_v2.py:101:121: E501 line too long (139 > 120 characters)
core/advisory/robo_advisor_v2.py:106:121: E501 line too long (164 > 120 characters)
core/advisory/robo_advisor_v2.py:115:18: E114 indentation is not a multiple of 4 (comment)
core/advisory/robo_advisor_v2.py:115:18: E117 over-indented (comment)
core/advisory/robo_advisor_v2.py:115:71: W291 trailing whitespace
core/advisory/robo_advisor_v2.py:116:18: E114 indentation is not a multiple of 4 (comment)
core/advisory/robo_advisor_v2.py:116:18: E117 over-indented (comment)
core/advisory/robo_advisor_v2.py:116:70: W291 trailing whitespace
core/advisory/robo_advisor_v2.py:117:18: E114 indentation is not a multiple of 4 (comment)
core/advisory/robo_advisor_v2.py:117:18: E117 over-indented (comment)
core/advisory/robo_advisor_v2.py:118:18: E111 indentation is not a multiple of 4
core/advisory/robo_advisor_v2.py:118:18: E117 over-indented
core/advisory/robo_advisor_v2.py:120:18: E111 indentation is not a multiple of 4
core/advisory/robo_advisor_v2.py:120:18: E117 over-indented
core/advisory/robo_advisor_v2.py:122:18: E111 indentation is not a multiple of 4
core/advisory/robo_advisor_v2.py:122:18: E117 over-indented
core/advisory/robo_advisor_v2.py:127:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v2.py:129:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v2.py:137:121: E501 line too long (121 > 120 characters)
core/advisory/robo_advisor_v2.py:139:14: E261 at least two spaces before inline comment
core/advisory/robo_advisor_v2.py:155:1: E305 expected 2 blank lines after class or function definition, found 1
core/advisory/robo_advisor_v2.py:157:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v2.py:163:42: E261 at least two spaces before inline comment
core/advisory/robo_advisor_v2.py:165:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v2.py:169:34: E261 at least two spaces before inline comment
core/advisory/robo_advisor_v2.py:170:34: W291 trailing whitespace
core/advisory/robo_advisor_v2.py:172:40: E261 at least two spaces before inline comment
core/advisory/robo_advisor_v2.py:177:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v3.py:8:1: F401 'typing.Union' imported but unused
core/advisory/robo_advisor_v3.py:10:1: E302 expected 2 blank lines, found 1
core/advisory/robo_advisor_v3.py:62:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v3.py:66:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v3.py:74:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v3.py:80:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v3.py:86:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v3.py:89:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v3.py:98:1: E302 expected 2 blank lines, found 1
core/advisory/robo_advisor_v3.py:106:50: E261 at least two spaces before inline comment
core/advisory/robo_advisor_v3.py:135:1: E305 expected 2 blank lines after class or function definition, found 1
core/advisory/robo_advisor_v3.py:138:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v3.py:145:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v3.py:152:1: W293 blank line contains whitespace
core/advisory/robo_advisor_v3.py:156:1: W293 blank line contains whitespace
core/agents/agent_base.py:7:1: F401 'warnings' imported but unused
core/agents/agent_base.py:11:1: F401 'core.schemas.hnasp.PersonaDynamics' imported but unused
core/agents/agent_base.py:11:121: E501 line too long (162 > 120 characters)
core/agents/agent_base.py:39:121: E501 line too long (127 > 120 characters)
core/agents/agent_base.py:47:29: E261 at least two spaces before inline comment
core/agents/agent_base.py:59:121: E501 line too long (121 > 120 characters)
core/agents/agent_base.py:71:62: E261 at least two spaces before inline comment
core/agents/agent_base.py:103:39: E261 at least two spaces before inline comment
core/agents/agent_base.py:110:5: E303 too many blank lines (2)
core/agents/agent_base.py:143:58: E261 at least two spaces before inline comment
core/agents/agent_base.py:178:1: W293 blank line contains whitespace
core/agents/agent_base.py:214:121: E501 line too long (128 > 120 characters)
core/agents/agent_base.py:228:18: E111 indentation is not a multiple of 4
core/agents/agent_base.py:228:18: E117 over-indented
core/agents/agent_base.py:229:18: E114 indentation is not a multiple of 4 (comment)
core/agents/agent_base.py:230:18: E111 indentation is not a multiple of 4
core/agents/agent_base.py:231:18: E111 indentation is not a multiple of 4
core/agents/agent_base.py:262:45: E261 at least two spaces before inline comment
core/agents/agent_base.py:297:121: E501 line too long (121 > 120 characters)
core/agents/agent_base.py:302:121: E501 line too long (127 > 120 characters)
core/agents/agent_base.py:335:18: E111 indentation is not a multiple of 4
core/agents/agent_base.py:335:18: E117 over-indented
core/agents/agent_base.py:336:18: E111 indentation is not a multiple of 4
core/agents/agent_base.py:339:5: E303 too many blank lines (2)
core/agents/agent_base.py:359:5: E303 too many blank lines (2)
core/agents/agent_base.py:359:121: E501 line too long (126 > 120 characters)
core/agents/agent_base.py:377:18: E111 indentation is not a multiple of 4
core/agents/agent_base.py:377:18: E117 over-indented
core/agents/agent_base.py:378:18: E111 indentation is not a multiple of 4
core/agents/agent_base.py:379:18: E111 indentation is not a multiple of 4
core/agents/agent_forge.py:3:1: F401 'os' imported but unused
core/agents/agent_forge.py:6:1: F401 'importlib' imported but unused
core/agents/agent_forge.py:7:1: F401 'yaml' imported but unused
core/agents/agent_forge.py:184:32: F821 undefined name 'json'
core/agents/agent_forge.py:185:33: F821 undefined name 'json'
core/agents/algo_trading_agent.py:1:1: E265 block comment should start with '# '
core/agents/algo_trading_agent.py:8:1: E302 expected 2 blank lines, found 1
core/agents/alternative_data_agent.py:4:1: F401 'nltk' imported but unused
core/agents/alternative_data_agent.py:8:1: F401 'yfinance as yf' imported but unused
core/agents/alternative_data_agent.py:18:1: E302 expected 2 blank lines, found 1
core/agents/anomaly_detection_agent.py:1:1: E265 block comment should start with '# '
core/agents/anomaly_detection_agent.py:22:1: E302 expected 2 blank lines, found 1
core/agents/anomaly_detection_agent.py:65:121: E501 line too long (333 > 120 characters)
core/agents/anomaly_detection_agent.py:66:121: E501 line too long (396 > 120 characters)
core/agents/anomaly_detection_agent.py:89:21: F841 local variable 'company_node' is assigned to but never used
core/agents/anomaly_detection_agent.py:111:54: E261 at least two spaces before inline comment
core/agents/anomaly_detection_agent.py:120:79: E261 at least two spaces before inline comment
core/agents/anomaly_detection_agent.py:145:121: E501 line too long (126 > 120 characters)
core/agents/anomaly_detection_agent.py:146:121: E501 line too long (124 > 120 characters)
core/agents/anomaly_detection_agent.py:147:121: E501 line too long (121 > 120 characters)
core/agents/anomaly_detection_agent.py:255:1: W293 blank line contains whitespace
core/agents/anomaly_detection_agent.py:261:35: E261 at least two spaces before inline comment
core/agents/anomaly_detection_agent.py:271:1: W293 blank line contains whitespace
core/agents/anomaly_detection_agent.py:274:1: W293 blank line contains whitespace
core/agents/anomaly_detection_agent.py:313:121: E501 line too long (142 > 120 characters)
core/agents/anomaly_detection_agent.py:314:121: E501 line too long (134 > 120 characters)
core/agents/anomaly_detection_agent.py:320:14: E111 indentation is not a multiple of 4
core/agents/anomaly_detection_agent.py:320:14: E117 over-indented
core/agents/anomaly_detection_agent.py:362:121: E501 line too long (122 > 120 characters)
core/agents/anomaly_detection_agent.py:388:121: E501 line too long (194 > 120 characters)
core/agents/anomaly_detection_agent.py:400:121: E501 line too long (194 > 120 characters)
core/agents/anomaly_detection_agent.py:412:121: E501 line too long (201 > 120 characters)
core/agents/anomaly_detection_agent.py:423:121: E501 line too long (133 > 120 characters)
core/agents/anomaly_detection_agent.py:428:9: E303 too many blank lines (2)
core/agents/anomaly_detection_agent.py:456:42: E261 at least two spaces before inline comment
core/agents/anomaly_detection_agent.py:479:9: F841 local variable 'market_anomalies' is assigned to but never used
core/agents/anomaly_detection_agent.py:480:9: F841 local variable 'company_anomalies' is assigned to but never used
core/agents/anomaly_detection_agent.py:488:1: E305 expected 2 blank lines after class or function definition, found 1
core/agents/architect_agent/agent.py:4:1: E302 expected 2 blank lines, found 1
core/agents/architect_agent/agent.py:35:1: E305 expected 2 blank lines after class or function definition, found 1
core/agents/archive_manager_agent.py:7:1: E302 expected 2 blank lines, found 1
core/agents/archive_manager_agent.py:67:9: E265 block comment should start with '# '
core/agents/archive_manager_agent.py:75:9: E265 block comment should start with '# '
core/agents/archive_manager_agent.py:90:9: E265 block comment should start with '# '
core/agents/archive_manager_agent.py:94:9: E265 block comment should start with '# '
core/agents/archive_manager_agent.py:95:9: E265 block comment should start with '# '
core/agents/archive_manager_agent.py:96:9: E265 block comment should start with '# '
core/agents/behavioral_economics_agent.py:7:1: E302 expected 2 blank lines, found 1
core/agents/behavioral_economics_agent.py:18:121: E501 line too long (121 > 120 characters)
core/agents/behavioral_economics_agent.py:49:121: E501 line too long (163 > 120 characters)
core/agents/catalyst_agent.py:5:1: F401 'datetime.datetime' imported but unused
core/agents/catalyst_agent.py:8:1: E302 expected 2 blank lines, found 1
core/agents/catalyst_agent.py:112:121: E501 line too long (137 > 120 characters)
core/agents/catalyst_agent.py:148:121: E501 line too long (135 > 120 characters)
core/agents/catalyst_agent.py:154:121: E501 line too long (127 > 120 characters)
core/agents/catalyst_agent.py:181:1: E305 expected 2 blank lines after class or function definition, found 1
core/agents/catalyst_agent.py:188:2: W291 trailing whitespace
core/agents/catalyst_agent.py:208:121: E501 line too long (257 > 120 characters)
core/agents/catalyst_agent.py:209:121: E501 line too long (208 > 120 characters)
core/agents/catalyst_agent.py:211:121: E501 line too long (182 > 120 characters)
core/agents/catalyst_agent.py:212:121: E501 line too long (146 > 120 characters)
core/agents/catalyst_agent.py:213:121: E501 line too long (174 > 120 characters)
core/agents/catalyst_agent.py:214:121: E501 line too long (130 > 120 characters)
core/agents/catalyst_agent.py:215:121: E501 line too long (159 > 120 characters)
core/agents/catalyst_agent.py:225:121: E501 line too long (128 > 120 characters)
core/agents/code_alchemist.py:251:121: E501 line too long (232 > 120 characters)
core/agents/code_alchemist.py:261:121: E501 line too long (209 > 120 characters)
core/agents/code_alchemist.py:271:121: E501 line too long (136 > 120 characters)
core/agents/code_alchemist.py:304:121: E501 line too long (158 > 120 characters)
core/agents/code_alchemist.py:359:10: E111 indentation is not a multiple of 4
core/agents/code_alchemist.py:359:10: E117 over-indented
core/agents/code_alchemist.py:360:17: E117 over-indented
core/agents/crypto_agent.py:5:1: F401 'requests' imported but unused
core/agents/crypto_agent.py:19:1: F401 'time' imported but unused
core/agents/crypto_agent.py:20:1: F401 'os' imported but unused
core/agents/crypto_agent.py:26:1: E302 expected 2 blank lines, found 1
core/agents/crypto_agent.py:27:121: E501 line too long (198 > 120 characters)
core/agents/crypto_agent.py:54:1: W293 blank line contains whitespace
core/agents/crypto_agent.py:58:1: W293 blank line contains whitespace
core/agents/crypto_agent.py:308:13: F821 undefined name 'logging'
core/agents/crypto_agent.py:383:1: W293 blank line contains whitespace
core/agents/crypto_agent.py:386:1: W391 blank line at end of file
core/agents/cyclical_reasoning_agent.py:2:1: F401 'json' imported but unused
core/agents/cyclical_reasoning_agent.py:11:1: E302 expected 2 blank lines, found 1
core/agents/cyclical_reasoning_agent.py:33:59: E261 at least two spaces before inline comment
core/agents/cyclical_reasoning_agent.py:49:9: E303 too many blank lines (2)
core/agents/cyclical_reasoning_agent.py:55:80: E261 at least two spaces before inline comment
core/agents/cyclical_reasoning_agent.py:58:51: E261 at least two spaces before inline comment
core/agents/data_retrieval_agent.py:6:1: F401 'typing.Union' imported but unused
core/agents/data_retrieval_agent.py:6:1: F401 'typing.List' imported but unused
core/agents/data_retrieval_agent.py:11:1: F401 'core.system.error_handler.DataNotFoundError' imported but unused
core/agents/data_retrieval_agent.py:11:71: W291 trailing whitespace
core/agents/data_retrieval_agent.py:12:1: F401 'semantic_kernel.Kernel' imported but unused
core/agents/data_retrieval_agent.py:18:1: E302 expected 2 blank lines, found 1
core/agents/data_retrieval_agent.py:27:121: E501 line too long (137 > 120 characters)
core/agents/data_retrieval_agent.py:32:1: W293 blank line contains whitespace
core/agents/data_retrieval_agent.py:49:34: E701 multiple statements on one line (colon)
core/agents/data_retrieval_agent.py:55:29: E701 multiple statements on one line (colon)
core/agents/data_retrieval_agent.py:59:29: E701 multiple statements on one line (colon)
core/agents/data_retrieval_agent.py:63:34: E701 multiple statements on one line (colon)
core/agents/data_retrieval_agent.py:67:34: E701 multiple statements on one line (colon)
core/agents/data_retrieval_agent.py:71:34: E701 multiple statements on one line (colon)
core/agents/data_retrieval_agent.py:107:40: E701 multiple statements on one line (colon)
core/agents/data_retrieval_agent.py:110:36: E701 multiple statements on one line (colon)
core/agents/data_retrieval_agent.py:144:121: E501 line too long (135 > 120 characters)
core/agents/data_retrieval_agent.py:145:121: E501 line too long (123 > 120 characters)
core/agents/data_retrieval_agent.py:185:18: E111 indentation is not a multiple of 4
core/agents/data_retrieval_agent.py:185:18: E117 over-indented
core/agents/data_retrieval_agent.py:185:121: E501 line too long (136 > 120 characters)
core/agents/data_retrieval_agent.py:215:53: W291 trailing whitespace
core/agents/data_retrieval_agent.py:218:45: W291 trailing whitespace
core/agents/data_retrieval_agent.py:219:42: W291 trailing whitespace
core/agents/data_retrieval_agent.py:221:121: E501 line too long (132 > 120 characters)
core/agents/data_retrieval_agent.py:225:39: W291 trailing whitespace
core/agents/data_retrieval_agent.py:226:121: E501 line too long (134 > 120 characters)
core/agents/data_retrieval_agent.py:229:121: E501 line too long (140 > 120 characters)
core/agents/data_retrieval_agent.py:233:45: W291 trailing whitespace
core/agents/data_retrieval_agent.py:234:121: E501 line too long (149 > 120 characters)
core/agents/data_retrieval_agent.py:236:121: E501 line too long (142 > 120 characters)
core/agents/data_retrieval_agent.py:239:58: W291 trailing whitespace
core/agents/data_retrieval_agent.py:241:36: W291 trailing whitespace
core/agents/data_retrieval_agent.py:243:79: W291 trailing whitespace
core/agents/data_retrieval_agent.py:248:58: W291 trailing whitespace
core/agents/data_retrieval_agent.py:249:52: W291 trailing whitespace
core/agents/data_retrieval_agent.py:250:47: W291 trailing whitespace
core/agents/data_retrieval_agent.py:252:65: W291 trailing whitespace
core/agents/data_retrieval_agent.py:254:37: W291 trailing whitespace
core/agents/data_retrieval_agent.py:255:77: W291 trailing whitespace
core/agents/data_retrieval_agent.py:258:46: W291 trailing whitespace
core/agents/data_retrieval_agent.py:266:43: W291 trailing whitespace
core/agents/data_retrieval_agent.py:272:43: W291 trailing whitespace
core/agents/data_retrieval_agent.py:278:46: E231 missing whitespace after ':'
core/agents/data_retrieval_agent.py:278:48: W291 trailing whitespace
core/agents/data_retrieval_agent.py:280:53: W291 trailing whitespace
core/agents/data_retrieval_agent.py:283:121: E501 line too long (131 > 120 characters)
core/agents/data_retrieval_agent.py:284:121: E501 line too long (131 > 120 characters)
core/agents/data_retrieval_agent.py:317:18: E111 indentation is not a multiple of 4
core/agents/data_retrieval_agent.py:317:18: E117 over-indented
core/agents/data_retrieval_agent.py:369:1: E305 expected 2 blank lines after class or function definition, found 1
core/agents/data_retrieval_agent.py:410:72: E701 multiple statements on one line (colon)
core/agents/data_retrieval_agent.py:410:121: E501 line too long (128 > 120 characters)
core/agents/data_retrieval_agent.py:411:75: E701 multiple statements on one line (colon)
core/agents/data_retrieval_agent.py:411:121: E501 line too long (134 > 120 characters)
core/agents/data_retrieval_agent.py:412:61: E701 multiple statements on one line (colon)
core/agents/data_verification_agent.py:6:1: E302 expected 2 blank lines, found 1
core/agents/data_verification_agent.py:31:17: E265 block comment should start with '# '
core/agents/data_verification_agent.py:50:13: E265 block comment should start with '# '
core/agents/data_verification_agent.py:54:9: E265 block comment should start with '# '
core/agents/data_visualization_agent.py:1:1: E265 block comment should start with '# '
core/agents/data_visualization_agent.py:3:1: F401 'matplotlib.pyplot as plt' imported but unused
core/agents/data_visualization_agent.py:4:1: F401 'seaborn as sns' imported but unused
core/agents/data_visualization_agent.py:5:1: F401 'plotly.express as px' imported but unused
core/agents/data_visualization_agent.py:7:1: E302 expected 2 blank lines, found 1
core/agents/data_visualization_agent.py:11:9: E265 block comment should start with '# '
core/agents/data_visualization_agent.py:19:13: E265 block comment should start with '# '
core/agents/data_visualization_agent.py:23:13: E265 block comment should start with '# '
core/agents/data_visualization_agent.py:25:9: E265 block comment should start with '# '
core/agents/data_visualization_agent.py:33:13: E265 block comment should start with '# '
core/agents/data_visualization_agent.py:37:13: E265 block comment should start with '# '
core/agents/data_visualization_agent.py:39:9: E265 block comment should start with '# '
core/agents/data_visualization_agent.py:47:13: E265 block comment should start with '# '
core/agents/data_visualization_agent.py:51:13: E265 block comment should start with '# '
core/agents/data_visualization_agent.py:53:9: E265 block comment should start with '# '
core/agents/data_visualization_agent.py:72:1: E305 expected 2 blank lines after class or function definition, found 1
core/agents/data_visualization_agent.py:86:5: E265 block comment should start with '# '
core/agents/developer_swarm/coder_agent.py:1:1: E265 block comment should start with '# '
core/agents/developer_swarm/coder_agent.py:10:1: E302 expected 2 blank lines, found 1
core/agents/developer_swarm/coder_agent.py:43:9: F841 local variable 'prompt' is assigned to but never used
core/agents/developer_swarm/coder_agent.py:45:1: W293 blank line contains whitespace
core/agents/developer_swarm/coder_agent.py:48:1: W293 blank line contains whitespace
core/agents/developer_swarm/coder_agent.py:59:121: E501 line too long (126 > 120 characters)
core/agents/developer_swarm/coder_agent.py:68:1: W293 blank line contains whitespace
core/agents/developer_swarm/documentation_agent.py:1:1: E265 block comment should start with '# '
core/agents/developer_swarm/documentation_agent.py:10:1: E302 expected 2 blank lines, found 1
core/agents/developer_swarm/documentation_agent.py:29:1: W293 blank line contains whitespace
core/agents/developer_swarm/documentation_agent.py:34:9: F841 local variable 'prompt' is assigned to but never used
core/agents/developer_swarm/documentation_agent.py:48:121: E501 line too long (127 > 120 characters)
core/agents/developer_swarm/documentation_agent.py:79:121: E501 line too long (125 > 120 characters)
core/agents/developer_swarm/integration_agent.py:1:1: E265 block comment should start with '# '
core/agents/developer_swarm/integration_agent.py:10:1: E302 expected 2 blank lines, found 1
core/agents/developer_swarm/integration_agent.py:31:1: W293 blank line contains whitespace
core/agents/developer_swarm/integration_agent.py:34:1: W293 blank line contains whitespace
core/agents/developer_swarm/integration_agent.py:37:1: W293 blank line contains whitespace
core/agents/developer_swarm/integration_agent.py:42:121: E501 line too long (130 > 120 characters)
core/agents/developer_swarm/integration_agent.py:44:1: W293 blank line contains whitespace
core/agents/developer_swarm/integration_agent.py:50:1: W293 blank line contains whitespace
core/agents/developer_swarm/planner_agent.py:1:1: E265 block comment should start with '# '
core/agents/developer_swarm/planner_agent.py:7:1: F401 'typing.Optional' imported but unused
core/agents/developer_swarm/planner_agent.py:10:1: E302 expected 2 blank lines, found 1
core/agents/developer_swarm/reviewer_agent.py:1:1: E265 block comment should start with '# '
core/agents/developer_swarm/reviewer_agent.py:10:1: E302 expected 2 blank lines, found 1
core/agents/developer_swarm/reviewer_agent.py:32:58: E261 at least two spaces before inline comment
core/agents/developer_swarm/reviewer_agent.py:35:9: F841 local variable 'prompt' is assigned to but never used
core/agents/developer_swarm/reviewer_agent.py:50:121: E501 line too long (124 > 120 characters)
core/agents/developer_swarm/reviewer_agent.py:51:121: E501 line too long (150 > 120 characters)
core/agents/developer_swarm/reviewer_agent.py:75:121: E501 line too long (123 > 120 characters)
core/agents/developer_swarm/test_agent.py:1:1: E265 block comment should start with '# '
core/agents/developer_swarm/test_agent.py:10:1: E302 expected 2 blank lines, found 1
core/agents/developer_swarm/test_agent.py:34:9: F841 local variable 'prompt' is assigned to but never used
core/agents/developer_swarm/test_agent.py:39:1: W293 blank line contains whitespace
core/agents/developer_swarm/test_agent.py:49:121: E501 line too long (131 > 120 characters)
core/agents/developer_swarm/test_agent.py:50:9: F841 local variable 'generated_test_code' is assigned to but never used
core/agents/developer_swarm/test_agent.py:61:1: W293 blank line contains whitespace
core/agents/developer_swarm/test_agent.py:66:1: W293 blank line contains whitespace
core/agents/developer_swarm/test_agent.py:85:121: E501 line too long (135 > 120 characters)
core/agents/discussion_chair_agent.py:5:1: E302 expected 2 blank lines, found 1
core/agents/discussion_chair_agent.py:72:9: F841 local variable 'company_name' is assigned to but never used
core/agents/discussion_chair_agent.py:73:9: F841 local variable 'financial_data' is assigned to but never used
core/agents/discussion_chair_agent.py:74:9: F841 local variable 'pd_to_regulatory_rating_mapping' is assigned to but never used
core/agents/discussion_chair_agent.py:75:9: F841 local variable 'credit_metrics' is assigned to but never used
core/agents/discussion_chair_agent.py:76:9: F841 local variable 'dcf_forecast' is assigned to but never used
core/agents/discussion_chair_agent.py:77:9: F841 local variable 'industry_analysis' is assigned to but never used
core/agents/discussion_chair_agent.py:78:9: F841 local variable 'company_narrative' is assigned to but never used
core/agents/discussion_chair_agent.py:79:9: F841 local variable 'initial_pd_ratings' is assigned to but never used
core/agents/discussion_chair_agent.py:104:121: E501 line too long (227 > 120 characters)
core/agents/discussion_chair_agent.py:108:121: E501 line too long (211 > 120 characters)
core/agents/discussion_chair_agent.py:171:1: E303 too many blank lines (4)
core/agents/discussion_chair_agent.py:171:1: E265 block comment should start with '# '
core/agents/discussion_chair_agent.py:173:1: F811 redefinition of unused 'json' from line 3
core/agents/discussion_chair_agent.py:173:1: E305 expected 2 blank lines after class or function definition, found 4
core/agents/discussion_chair_agent.py:173:1: E402 module level import not at top of file
core/agents/discussion_chair_agent.py:174:1: E402 module level import not at top of file
core/agents/discussion_chair_agent.py:176:1: F811 redefinition of unused 'DiscussionChairAgent' from line 5
core/agents/discussion_chair_agent.py:176:1: E302 expected 2 blank lines, found 1
core/agents/discussion_chair_agent.py:218:1: W293 blank line contains whitespace
core/agents/discussion_chair_agent.py:234:121: E501 line too long (125 > 120 characters)
core/agents/discussion_chair_agent.py:240:9: F841 local variable 'financial_data' is assigned to but never used
core/agents/discussion_chair_agent.py:241:9: F841 local variable 'pd_to_regulatory_rating_mapping' is assigned to but never used
core/agents/discussion_chair_agent.py:242:9: F841 local variable 'credit_metrics' is assigned to but never used
core/agents/discussion_chair_agent.py:243:9: F841 local variable 'dcf_forecast' is assigned to but never used
core/agents/discussion_chair_agent.py:244:9: F841 local variable 'industry_analysis' is assigned to but never used
core/agents/discussion_chair_agent.py:245:9: F841 local variable 'company_narrative' is assigned to but never used
core/agents/discussion_chair_agent.py:246:9: F841 local variable 'initial_pd_ratings' is assigned to but never used
core/agents/discussion_chair_agent.py:289:17: F541 f-string is missing placeholders
core/agents/discussion_chair_agent.py:294:17: F541 f-string is missing placeholders
core/agents/discussion_chair_agent.py:322:1: E303 too many blank lines (3)
core/agents/discussion_chair_agent.py:322:1: E265 block comment should start with '# '
core/agents/discussion_chair_agent.py:324:1: F811 redefinition of unused 'json' from line 173
core/agents/discussion_chair_agent.py:324:1: E305 expected 2 blank lines after class or function definition, found 3
core/agents/discussion_chair_agent.py:324:1: E402 module level import not at top of file
core/agents/discussion_chair_agent.py:326:1: F811 redefinition of unused 'DiscussionChairAgent' from line 176
core/agents/discussion_chair_agent.py:326:1: E302 expected 2 blank lines, found 1
core/agents/discussion_chair_agent.py:392:9: F841 local variable 'company_name' is assigned to but never used
core/agents/discussion_chair_agent.py:396:9: F841 local variable 'dcf_forecast' is assigned to but never used
core/agents/discussion_chair_agent.py:398:9: F841 local variable 'company_narrative' is assigned to but never used
core/agents/discussion_chair_agent.py:400:1: W293 blank line contains whitespace
core/agents/discussion_chair_agent.py:403:1: W293 blank line contains whitespace
core/agents/discussion_chair_agent.py:406:1: W293 blank line contains whitespace
core/agents/discussion_chair_agent.py:409:1: W293 blank line contains whitespace
core/agents/discussion_chair_agent.py:412:121: E501 line too long (128 > 120 characters)
core/agents/discussion_chair_agent.py:417:121: E501 line too long (211 > 120 characters)
core/agents/discussion_chair_agent.py:439:9: F841 local variable 'all_data' is assigned to but never used
core/agents/discussion_chair_agent.py:447:1: W293 blank line contains whitespace
core/agents/discussion_chair_agent.py:450:1: W293 blank line contains whitespace
core/agents/discussion_chair_agent.py:453:1: W293 blank line contains whitespace
core/agents/discussion_chair_agent.py:455:121: E501 line too long (137 > 120 characters)
core/agents/discussion_chair_agent.py:456:121: E501 line too long (126 > 120 characters)
core/agents/discussion_chair_agent.py:475:1: W293 blank line contains whitespace
core/agents/discussion_chair_agent.py:513:1: W391 blank line at end of file
core/agents/echo_agent.py:9:1: E302 expected 2 blank lines, found 1
core/agents/echo_agent.py:157:1: W391 blank line at end of file
core/agents/event_driven_risk_agent.py:11:1: E302 expected 2 blank lines, found 1
core/agents/event_driven_risk_agent.py:19:43: E261 at least two spaces before inline comment
core/agents/event_driven_risk_agent.py:19:44: E262 inline comment should start with '# '
core/agents/event_driven_risk_agent.py:41:33: E261 at least two spaces before inline comment
core/agents/event_driven_risk_agent.py:41:34: E262 inline comment should start with '# '
core/agents/event_driven_risk_agent.py:55:48: E261 at least two spaces before inline comment
core/agents/event_driven_risk_agent.py:62:26: E261 at least two spaces before inline comment
core/agents/event_driven_risk_agent.py:62:27: E262 inline comment should start with '# '
core/agents/event_driven_risk_agent.py:65:26: E261 at least two spaces before inline comment
core/agents/event_driven_risk_agent.py:65:27: E262 inline comment should start with '# '
core/agents/event_driven_risk_agent.py:82:64: E261 at least two spaces before inline comment
core/agents/event_driven_risk_agent.py:82:65: E262 inline comment should start with '# '
core/agents/event_driven_risk_agent.py:109:121: E501 line too long (121 > 120 characters)
core/agents/event_driven_risk_agent.py:120:50: E261 at least two spaces before inline comment
core/agents/event_driven_risk_agent.py:120:51: E262 inline comment should start with '# '
core/agents/event_driven_risk_agent.py:122:57: E231 missing whitespace after ':'
core/agents/event_driven_risk_agent.py:137:23: E261 at least two spaces before inline comment
core/agents/event_driven_risk_agent.py:137:24: E262 inline comment should start with '# '
core/agents/event_driven_risk_agent.py:138:11: E111 indentation is not a multiple of 4
core/agents/event_driven_risk_agent.py:145:1: E305 expected 2 blank lines after class or function definition, found 1
core/agents/event_driven_risk_agent.py:147:121: E501 line too long (138 > 120 characters)
core/agents/financial_modeling_agent.py:1:1: E265 block comment should start with '# '
core/agents/financial_modeling_agent.py:6:1: F401 'scipy.stats' imported but unused
core/agents/financial_modeling_agent.py:9:1: F401 'openpyxl' imported but unused
core/agents/financial_modeling_agent.py:14:1: E302 expected 2 blank lines, found 1
core/agents/financial_modeling_agent.py:17:121: E501 line too long (124 > 120 characters)
core/agents/financial_modeling_agent.py:20:121: E501 line too long (145 > 120 characters)
core/agents/financial_modeling_agent.py:51:121: E501 line too long (147 > 120 characters)
core/agents/financial_modeling_agent.py:116:121: E501 line too long (132 > 120 characters)
core/agents/financial_modeling_agent.py:142:121: E501 line too long (126 > 120 characters)
core/agents/financial_modeling_agent.py:213:121: E501 line too long (159 > 120 characters)
core/agents/financial_modeling_agent.py:269:121: E501 line too long (158 > 120 characters)
core/agents/financial_modeling_agent.py:277:121: E501 line too long (140 > 120 characters)
core/agents/financial_modeling_agent.py:283:121: E501 line too long (126 > 120 characters)
core/agents/financial_modeling_agent.py:286:121: E501 line too long (131 > 120 characters)
core/agents/financial_modeling_agent.py:287:121: E501 line too long (124 > 120 characters)
core/agents/financial_modeling_agent.py:291:1: E305 expected 2 blank lines after class or function definition, found 1
core/agents/financial_modeling_agent.py:293:121: E501 line too long (136 > 120 characters)
core/agents/financial_modeling_agent.py:359:121: E501 line too long (154 > 120 characters)
core/agents/financial_modeling_agent.py:381:5: E303 too many blank lines (2)
core/agents/financial_modeling_agent.py:389:121: E501 line too long (140 > 120 characters)
core/agents/financial_modeling_agent.py:393:121: E501 line too long (126 > 120 characters)
core/agents/financial_modeling_agent.py:395:66: E261 at least two spaces before inline comment
core/agents/financial_modeling_agent.py:395:67: E262 inline comment should start with '# '
core/agents/financial_modeling_agent.py:397:45: E261 at least two spaces before inline comment
core/agents/financial_modeling_agent.py:397:46: E262 inline comment should start with '# '
core/agents/financial_modeling_agent.py:399:73: E261 at least two spaces before inline comment
core/agents/financial_modeling_agent.py:399:74: E262 inline comment should start with '# '
core/agents/financial_modeling_agent.py:402:121: E501 line too long (131 > 120 characters)
core/agents/financial_modeling_agent.py:403:121: E501 line too long (158 > 120 characters)
core/agents/financial_modeling_agent.py:413:37: E231 missing whitespace after ','
core/agents/financial_modeling_agent.py:413:41: E231 missing whitespace after ','
core/agents/financial_modeling_agent.py:413:45: E231 missing whitespace after ','
core/agents/financial_modeling_agent.py:413:50: E231 missing whitespace after ','
core/agents/fundamental_analyst_agent.py:3:1: F401 'csv' imported but unused
core/agents/fundamental_analyst_agent.py:4:1: F401 'os' imported but unused
core/agents/fundamental_analyst_agent.py:8:1: F401 'pandas as pd' imported but unused
core/agents/fundamental_analyst_agent.py:9:1: F401 'numpy as np' imported but unused
core/agents/fundamental_analyst_agent.py:10:1: F401 'scipy.stats' imported but unused
core/agents/fundamental_analyst_agent.py:14:35: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:15:15: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:16:1: F401 'yaml' imported but unused
core/agents/fundamental_analyst_agent.py:16:12: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:21:32: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:28:1: E302 expected 2 blank lines, found 1
core/agents/fundamental_analyst_agent.py:33:121: E501 line too long (151 > 120 characters)
core/agents/fundamental_analyst_agent.py:54:1: E302 expected 2 blank lines, found 1
core/agents/fundamental_analyst_agent.py:72:5: E303 too many blank lines (2)
core/agents/fundamental_analyst_agent.py:83:14: E111 indentation is not a multiple of 4
core/agents/fundamental_analyst_agent.py:83:14: E117 over-indented
core/agents/fundamental_analyst_agent.py:83:121: E501 line too long (154 > 120 characters)
core/agents/fundamental_analyst_agent.py:87:14: E111 indentation is not a multiple of 4
core/agents/fundamental_analyst_agent.py:87:14: E117 over-indented
core/agents/fundamental_analyst_agent.py:88:14: E114 indentation is not a multiple of 4 (comment)
core/agents/fundamental_analyst_agent.py:89:14: E111 indentation is not a multiple of 4
core/agents/fundamental_analyst_agent.py:90:14: E111 indentation is not a multiple of 4
core/agents/fundamental_analyst_agent.py:91:18: E111 indentation is not a multiple of 4
core/agents/fundamental_analyst_agent.py:91:121: E501 line too long (209 > 120 characters)
core/agents/fundamental_analyst_agent.py:91:142: E231 missing whitespace after ','
core/agents/fundamental_analyst_agent.py:92:18: E111 indentation is not a multiple of 4
core/agents/fundamental_analyst_agent.py:97:72: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:101:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:105:13: E303 too many blank lines (2)
core/agents/fundamental_analyst_agent.py:107:75: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:111:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:113:28: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:114:34: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:115:38: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:116:33: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:157:29: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:158:36: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:218:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:223:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:228:121: E501 line too long (125 > 120 characters)
core/agents/fundamental_analyst_agent.py:229:121: E501 line too long (131 > 120 characters)
core/agents/fundamental_analyst_agent.py:235:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:239:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:240:121: E501 line too long (195 > 120 characters)
core/agents/fundamental_analyst_agent.py:243:13: E303 too many blank lines (2)
core/agents/fundamental_analyst_agent.py:243:121: E501 line too long (131 > 120 characters)
core/agents/fundamental_analyst_agent.py:243:121: E225 missing whitespace around operator
core/agents/fundamental_analyst_agent.py:247:102: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:247:121: E501 line too long (128 > 120 characters)
core/agents/fundamental_analyst_agent.py:249:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:253:22: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:254:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:259:5: E303 too many blank lines (2)
core/agents/fundamental_analyst_agent.py:270:62: E701 multiple statements on one line (colon)
core/agents/fundamental_analyst_agent.py:271:57: E701 multiple statements on one line (colon)
core/agents/fundamental_analyst_agent.py:272:58: E701 multiple statements on one line (colon)
core/agents/fundamental_analyst_agent.py:273:61: E701 multiple statements on one line (colon)
core/agents/fundamental_analyst_agent.py:273:71: E225 missing whitespace around operator
core/agents/fundamental_analyst_agent.py:274:116: E701 multiple statements on one line (colon)
core/agents/fundamental_analyst_agent.py:274:121: E501 line too long (151 > 120 characters)
core/agents/fundamental_analyst_agent.py:274:126: E225 missing whitespace around operator
core/agents/fundamental_analyst_agent.py:274:127: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:279:22: E701 multiple statements on one line (colon)
core/agents/fundamental_analyst_agent.py:280:24: E701 multiple statements on one line (colon)
core/agents/fundamental_analyst_agent.py:281:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:286:5: E303 too many blank lines (2)
core/agents/fundamental_analyst_agent.py:287:39: E128 continuation line under-indented for visual indent
core/agents/fundamental_analyst_agent.py:288:39: E128 continuation line under-indented for visual indent
core/agents/fundamental_analyst_agent.py:289:39: E128 continuation line under-indented for visual indent
core/agents/fundamental_analyst_agent.py:296:59: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:301:121: E501 line too long (122 > 120 characters)
core/agents/fundamental_analyst_agent.py:306:121: E501 line too long (132 > 120 characters)
core/agents/fundamental_analyst_agent.py:307:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:309:54: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:319:78: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:323:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:324:121: E501 line too long (154 > 120 characters)
core/agents/fundamental_analyst_agent.py:326:121: E501 line too long (123 > 120 characters)
core/agents/fundamental_analyst_agent.py:330:40: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:331:121: E501 line too long (154 > 120 characters)
core/agents/fundamental_analyst_agent.py:332:36: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:333:121: E501 line too long (160 > 120 characters)
core/agents/fundamental_analyst_agent.py:335:121: E501 line too long (143 > 120 characters)
core/agents/fundamental_analyst_agent.py:336:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:354:41: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:358:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:361:14: E111 indentation is not a multiple of 4
core/agents/fundamental_analyst_agent.py:361:14: E117 over-indented
core/agents/fundamental_analyst_agent.py:363:14: E111 indentation is not a multiple of 4
core/agents/fundamental_analyst_agent.py:363:14: E117 over-indented
core/agents/fundamental_analyst_agent.py:363:25: F541 f-string is missing placeholders
core/agents/fundamental_analyst_agent.py:365:109: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:366:31: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:374:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:384:5: E303 too many blank lines (2)
core/agents/fundamental_analyst_agent.py:389:5: E303 too many blank lines (2)
core/agents/fundamental_analyst_agent.py:394:5: E303 too many blank lines (2)
core/agents/fundamental_analyst_agent.py:403:121: E501 line too long (128 > 120 characters)
core/agents/fundamental_analyst_agent.py:407:75: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:412:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:414:66: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:415:121: E501 line too long (143 > 120 characters)
core/agents/fundamental_analyst_agent.py:419:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:423:90: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:424:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:426:100: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:427:111: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:427:121: E501 line too long (128 > 120 characters)
core/agents/fundamental_analyst_agent.py:428:93: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:429:81: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:430:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:436:121: E501 line too long (134 > 120 characters)
core/agents/fundamental_analyst_agent.py:437:121: E501 line too long (151 > 120 characters)
core/agents/fundamental_analyst_agent.py:441:121: E501 line too long (124 > 120 characters)
core/agents/fundamental_analyst_agent.py:442:104: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:442:121: E501 line too long (155 > 120 characters)
core/agents/fundamental_analyst_agent.py:443:121: E501 line too long (246 > 120 characters)
core/agents/fundamental_analyst_agent.py:445:81: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:446:18: E111 indentation is not a multiple of 4
core/agents/fundamental_analyst_agent.py:446:18: E117 over-indented
core/agents/fundamental_analyst_agent.py:446:121: E501 line too long (143 > 120 characters)
core/agents/fundamental_analyst_agent.py:447:18: E111 indentation is not a multiple of 4
core/agents/fundamental_analyst_agent.py:448:65: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:449:121: E501 line too long (188 > 120 characters)
core/agents/fundamental_analyst_agent.py:456:43: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:458:57: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:458:121: E501 line too long (131 > 120 characters)
core/agents/fundamental_analyst_agent.py:459:121: E501 line too long (145 > 120 characters)
core/agents/fundamental_analyst_agent.py:462:22: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:463:51: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:464:121: E501 line too long (139 > 120 characters)
core/agents/fundamental_analyst_agent.py:467:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:470:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:471:121: E501 line too long (126 > 120 characters)
core/agents/fundamental_analyst_agent.py:473:41: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:478:121: E501 line too long (146 > 120 characters)
core/agents/fundamental_analyst_agent.py:480:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:486:95: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:488:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:500:31: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:507:121: E501 line too long (127 > 120 characters)
core/agents/fundamental_analyst_agent.py:520:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:525:121: E501 line too long (172 > 120 characters)
core/agents/fundamental_analyst_agent.py:535:121: E501 line too long (128 > 120 characters)
core/agents/fundamental_analyst_agent.py:538:13: E303 too many blank lines (2)
core/agents/fundamental_analyst_agent.py:538:39: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:543:121: E501 line too long (148 > 120 characters)
core/agents/fundamental_analyst_agent.py:555:102: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:555:121: E501 line too long (145 > 120 characters)
core/agents/fundamental_analyst_agent.py:559:80: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:571:50: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:572:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:576:97: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:578:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:582:121: E501 line too long (122 > 120 characters)
core/agents/fundamental_analyst_agent.py:583:104: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:584:114: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:585:53: E231 missing whitespace after ','
core/agents/fundamental_analyst_agent.py:585:56: E231 missing whitespace after ','
core/agents/fundamental_analyst_agent.py:585:84: E231 missing whitespace after ','
core/agents/fundamental_analyst_agent.py:586:116: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:588:121: E501 line too long (140 > 120 characters)
core/agents/fundamental_analyst_agent.py:595:57: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:597:82: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:602:68: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:609:41: E261 at least two spaces before inline comment
core/agents/fundamental_analyst_agent.py:610:74: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:613:44: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:622:121: E501 line too long (162 > 120 characters)
core/agents/fundamental_analyst_agent.py:629:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:632:9: E301 expected 1 blank line, found 0
core/agents/fundamental_analyst_agent.py:633:27: E701 multiple statements on one line (colon)
core/agents/fundamental_analyst_agent.py:640:121: E501 line too long (123 > 120 characters)
core/agents/fundamental_analyst_agent.py:641:1: W293 blank line contains whitespace
core/agents/fundamental_analyst_agent.py:646:86: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:647:87: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:648:78: W291 trailing whitespace
core/agents/fundamental_analyst_agent.py:652:77: W291 trailing whitespace
core/agents/geopolitical_risk_agent.py:5:1: E302 expected 2 blank lines, found 1
core/agents/geopolitical_risk_agent.py:13:9: E265 block comment should start with '# '
core/agents/geopolitical_risk_agent.py:18:9: E265 block comment should start with '# '
core/agents/geopolitical_risk_agent.py:24:13: E265 block comment should start with '# '
core/agents/geopolitical_risk_agent.py:34:9: E265 block comment should start with '# '
core/agents/geopolitical_risk_agent.py:38:9: E265 block comment should start with '# '
core/agents/geopolitical_risk_agent.py:41:5: E265 block comment should start with '# '
core/agents/hnasp_agent.py:12:1: E302 expected 2 blank lines, found 1
core/agents/hnasp_agent.py:25:37: E261 at least two spaces before inline comment
core/agents/hnasp_agent.py:39:1: E302 expected 2 blank lines, found 1
core/agents/hnasp_agent.py:44:121: E501 line too long (124 > 120 characters)
core/agents/hnasp_agent.py:48:48: E261 at least two spaces before inline comment
core/agents/hnasp_agent.py:51:42: E261 at least two spaces before inline comment
core/agents/industry_specialist_agent.py:6:1: E302 expected 2 blank lines, found 1
core/agents/industry_specialists/consumer_discretionary.py:3:1: F401 'pandas as pd' imported but unused
core/agents/industry_specialists/consumer_discretionary.py:6:1: E302 expected 2 blank lines, found 1
core/agents/industry_specialists/consumer_discretionary.py:29:9: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_discretionary.py:36:13: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_discretionary.py:59:9: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_discretionary.py:65:13: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_discretionary.py:70:9: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_discretionary.py:74:9: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_discretionary.py:78:9: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_discretionary.py:82:9: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_discretionary.py:86:9: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_staples.py:3:1: F401 'pandas as pd' imported but unused
core/agents/industry_specialists/consumer_staples.py:6:1: E302 expected 2 blank lines, found 1
core/agents/industry_specialists/consumer_staples.py:29:9: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_staples.py:36:13: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_staples.py:60:9: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_staples.py:66:13: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_staples.py:71:9: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_staples.py:75:9: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_staples.py:79:9: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_staples.py:83:9: E265 block comment should start with '# '
core/agents/industry_specialists/consumer_staples.py:87:9: E265 block comment should start with '# '
core/agents/industry_specialists/energy.py:3:1: F401 'pandas as pd' imported but unused
core/agents/industry_specialists/energy.py:6:1: E302 expected 2 blank lines, found 1
core/agents/industry_specialists/energy.py:29:9: E265 block comment should start with '# '
core/agents/industry_specialists/energy.py:34:121: E501 line too long (122 > 120 characters)
core/agents/industry_specialists/energy.py:36:13: E265 block comment should start with '# '
core/agents/industry_specialists/energy.py:60:9: E265 block comment should start with '# '
core/agents/industry_specialists/energy.py:66:13: E265 block comment should start with '# '
core/agents/industry_specialists/energy.py:71:9: E265 block comment should start with '# '
core/agents/industry_specialists/energy.py:75:9: E265 block comment should start with '# '
core/agents/industry_specialists/energy.py:79:9: E265 block comment should start with '# '
core/agents/industry_specialists/energy.py:83:9: E265 block comment should start with '# '
core/agents/industry_specialists/financials.py:3:1: F401 'pandas as pd' imported but unused
core/agents/industry_specialists/financials.py:6:1: E302 expected 2 blank lines, found 1
core/agents/industry_specialists/financials.py:29:9: E265 block comment should start with '# '
core/agents/industry_specialists/financials.py:36:13: E265 block comment should start with '# '
core/agents/industry_specialists/financials.py:59:9: E265 block comment should start with '# '
core/agents/industry_specialists/financials.py:65:13: E265 block comment should start with '# '
core/agents/industry_specialists/financials.py:70:9: E265 block comment should start with '# '
core/agents/industry_specialists/financials.py:74:9: E265 block comment should start with '# '
core/agents/industry_specialists/financials.py:78:9: E265 block comment should start with '# '
core/agents/industry_specialists/financials.py:82:9: E265 block comment should start with '# '
core/agents/industry_specialists/financials.py:86:9: E265 block comment should start with '# '
core/agents/industry_specialists/healthcare.py:3:1: F401 'pandas as pd' imported but unused
core/agents/industry_specialists/healthcare.py:6:1: E302 expected 2 blank lines, found 1
core/agents/industry_specialists/healthcare.py:29:9: E265 block comment should start with '# '
core/agents/industry_specialists/healthcare.py:36:13: E265 block comment should start with '# '
core/agents/industry_specialists/healthcare.py:60:9: E265 block comment should start with '# '
core/agents/industry_specialists/healthcare.py:66:13: E265 block comment should start with '# '
core/agents/industry_specialists/healthcare.py:71:9: E265 block comment should start with '# '
core/agents/industry_specialists/healthcare.py:75:9: E265 block comment should start with '# '
core/agents/industry_specialists/healthcare.py:79:9: E265 block comment should start with '# '
core/agents/industry_specialists/healthcare.py:83:9: E265 block comment should start with '# '
core/agents/industry_specialists/healthcare.py:87:9: E265 block comment should start with '# '
core/agents/industry_specialists/industrials.py:3:1: F401 'pandas as pd' imported but unused
core/agents/industry_specialists/industrials.py:6:1: E302 expected 2 blank lines, found 1
core/agents/industry_specialists/industrials.py:29:9: E265 block comment should start with '# '
core/agents/industry_specialists/industrials.py:36:13: E265 block comment should start with '# '
core/agents/industry_specialists/industrials.py:60:9: E265 block comment should start with '# '
core/agents/industry_specialists/industrials.py:66:13: E265 block comment should start with '# '
core/agents/industry_specialists/industrials.py:71:9: E265 block comment should start with '# '
core/agents/industry_specialists/industrials.py:75:9: E265 block comment should start with '# '
core/agents/industry_specialists/industrials.py:79:9: E265 block comment should start with '# '
core/agents/industry_specialists/industrials.py:83:9: E265 block comment should start with '# '
core/agents/industry_specialists/materials.py:3:1: F401 'pandas as pd' imported but unused
core/agents/industry_specialists/materials.py:6:1: E302 expected 2 blank lines, found 1
core/agents/industry_specialists/materials.py:29:9: E265 block comment should start with '# '
core/agents/industry_specialists/materials.py:36:13: E265 block comment should start with '# '
core/agents/industry_specialists/materials.py:60:9: E265 block comment should start with '# '
core/agents/industry_specialists/materials.py:66:13: E265 block comment should start with '# '
core/agents/industry_specialists/materials.py:71:9: E265 block comment should start with '# '
core/agents/industry_specialists/materials.py:75:9: E265 block comment should start with '# '
core/agents/industry_specialists/materials.py:79:9: E265 block comment should start with '# '
core/agents/industry_specialists/materials.py:83:9: E265 block comment should start with '# '
core/agents/industry_specialists/materials.py:87:9: E265 block comment should start with '# '
core/agents/industry_specialists/real_estate.py:3:1: F401 'pandas as pd' imported but unused
core/agents/industry_specialists/real_estate.py:6:1: E302 expected 2 blank lines, found 1
core/agents/industry_specialists/real_estate.py:29:9: E265 block comment should start with '# '
core/agents/industry_specialists/real_estate.py:33:121: E501 line too long (124 > 120 characters)
core/agents/industry_specialists/real_estate.py:36:13: E265 block comment should start with '# '
core/agents/industry_specialists/real_estate.py:60:9: E265 block comment should start with '# '
core/agents/industry_specialists/real_estate.py:66:13: E265 block comment should start with '# '
core/agents/industry_specialists/real_estate.py:71:9: E265 block comment should start with '# '
core/agents/industry_specialists/real_estate.py:75:9: E265 block comment should start with '# '
core/agents/industry_specialists/real_estate.py:79:9: E265 block comment should start with '# '
core/agents/industry_specialists/real_estate.py:83:9: E265 block comment should start with '# '
core/agents/industry_specialists/real_estate.py:87:9: E265 block comment should start with '# '
core/agents/industry_specialists/technology.py:3:1: F401 'pandas as pd' imported but unused
core/agents/industry_specialists/technology.py:6:1: E302 expected 2 blank lines, found 1
core/agents/industry_specialists/technology.py:29:9: E265 block comment should start with '# '
core/agents/industry_specialists/technology.py:36:13: E265 block comment should start with '# '
core/agents/industry_specialists/technology.py:65:13: E265 block comment should start with '# '
core/agents/industry_specialists/technology.py:70:9: E265 block comment should start with '# '
core/agents/industry_specialists/technology.py:74:9: E265 block comment should start with '# '
core/agents/industry_specialists/technology.py:78:9: E265 block comment should start with '# '
core/agents/industry_specialists/technology.py:82:9: E265 block comment should start with '# '
core/agents/industry_specialists/technology.py:86:9: E265 block comment should start with '# '
core/agents/industry_specialists/telecommunication_services.py:3:1: F401 'pandas as pd' imported but unused
core/agents/industry_specialists/telecommunication_services.py:6:1: E302 expected 2 blank lines, found 1
core/agents/industry_specialists/telecommunication_services.py:29:9: E265 block comment should start with '# '
core/agents/industry_specialists/telecommunication_services.py:36:13: E265 block comment should start with '# '
core/agents/industry_specialists/telecommunication_services.py:60:9: E265 block comment should start with '# '
core/agents/industry_specialists/telecommunication_services.py:66:13: E265 block comment should start with '# '
core/agents/industry_specialists/telecommunication_services.py:71:9: E265 block comment should start with '# '
core/agents/industry_specialists/telecommunication_services.py:75:9: E265 block comment should start with '# '
core/agents/industry_specialists/telecommunication_services.py:79:9: E265 block comment should start with '# '
core/agents/industry_specialists/telecommunication_services.py:83:9: E265 block comment should start with '# '
core/agents/industry_specialists/telecommunication_services.py:87:9: E265 block comment should start with '# '
core/agents/industry_specialists/utilities.py:3:1: F401 'pandas as pd' imported but unused
core/agents/industry_specialists/utilities.py:6:1: E302 expected 2 blank lines, found 1
core/agents/industry_specialists/utilities.py:29:9: E265 block comment should start with '# '
core/agents/industry_specialists/utilities.py:36:13: E265 block comment should start with '# '
core/agents/industry_specialists/utilities.py:60:9: E265 block comment should start with '# '
core/agents/industry_specialists/utilities.py:66:13: E265 block comment should start with '# '
core/agents/industry_specialists/utilities.py:71:9: E265 block comment should start with '# '
core/agents/industry_specialists/utilities.py:75:9: E265 block comment should start with '# '
core/agents/industry_specialists/utilities.py:79:9: E265 block comment should start with '# '
core/agents/industry_specialists/utilities.py:83:9: E265 block comment should start with '# '
core/agents/industry_specialists/utilities.py:87:9: E265 block comment should start with '# '
core/agents/knowledge_contribution_agent.py:8:1: E302 expected 2 blank lines, found 1
core/agents/knowledge_contribution_agent.py:26:121: E501 line too long (122 > 120 characters)
core/agents/knowledge_contribution_agent.py:33:121: E501 line too long (135 > 120 characters)
core/agents/legal_agent.py:5:1: E302 expected 2 blank lines, found 1
core/agents/lexica_agent.py:4:1: F401 'bs4.BeautifulSoup' imported but unused
core/agents/lexica_agent.py:6:1: E302 expected 2 blank lines, found 1
core/agents/lexica_agent.py:30:9: E265 block comment should start with '# '
core/agents/lexica_agent.py:36:13: E265 block comment should start with '# '
core/agents/lexica_agent.py:41:9: E265 block comment should start with '# '
core/agents/lexica_agent.py:59:9: E265 block comment should start with '# '
core/agents/lexica_agent.py:77:9: E265 block comment should start with '# '
core/agents/lexica_agent.py:90:5: E265 block comment should start with '# '
core/agents/lingua_maestro.py:23:1: E302 expected 2 blank lines, found 1
core/agents/lingua_maestro.py:71:46: E701 multiple statements on one line (colon)
core/agents/lingua_maestro.py:72:47: E701 multiple statements on one line (colon)
core/agents/lingua_maestro.py:74:13: E722 do not use bare 'except'
core/agents/machine_learning_model_training_agent.py:1:1: E265 block comment should start with '# '
core/agents/machine_learning_model_training_agent.py:3:1: F401 'pandas as pd' imported but unused
core/agents/machine_learning_model_training_agent.py:4:1: F401 'sklearn.model_selection.train_test_split' imported but unused
core/agents/machine_learning_model_training_agent.py:5:1: F401 'sklearn.linear_model.LinearRegression' imported but unused
core/agents/machine_learning_model_training_agent.py:6:1: E265 block comment should start with '# '
core/agents/machine_learning_model_training_agent.py:8:1: E302 expected 2 blank lines, found 1
core/agents/machine_learning_model_training_agent.py:12:9: E265 block comment should start with '# '
core/agents/machine_learning_model_training_agent.py:19:9: E265 block comment should start with '# '
core/agents/machine_learning_model_training_agent.py:27:9: E265 block comment should start with '# '
core/agents/machine_learning_model_training_agent.py:36:13: E265 block comment should start with '# '
core/agents/machine_learning_model_training_agent.py:40:13: E265 block comment should start with '# '
core/agents/machine_learning_model_training_agent.py:42:9: E265 block comment should start with '# '
core/agents/machine_learning_model_training_agent.py:49:9: E265 block comment should start with '# '
core/agents/machine_learning_model_training_agent.py:57:9: E265 block comment should start with '# '
core/agents/machine_learning_model_training_agent.py:83:1: E305 expected 2 blank lines after class or function definition, found 1
core/agents/macroeconomic_analysis_agent.py:4:1: F401 'typing.List' imported but unused
core/agents/macroeconomic_analysis_agent.py:4:1: F401 'typing.Optional' imported but unused
core/agents/macroeconomic_analysis_agent.py:9:1: E302 expected 2 blank lines, found 1
core/agents/macroeconomic_analysis_agent.py:28:73: E261 at least two spaces before inline comment
core/agents/macroeconomic_analysis_agent.py:86:35: E261 at least two spaces before inline comment
core/agents/macroeconomic_analysis_agent.py:104:26: E701 multiple statements on one line (colon)
core/agents/macroeconomic_analysis_agent.py:108:25: E701 multiple statements on one line (colon)
core/agents/macroeconomic_analysis_agent.py:109:25: E701 multiple statements on one line (colon)
core/agents/market_sentiment_agent.py:2:1: F401 'typing.Optional' imported but unused
core/agents/market_sentiment_agent.py:11:1: E302 expected 2 blank lines, found 1
core/agents/market_sentiment_agent.py:51:62: E261 at least two spaces before inline comment
core/agents/market_sentiment_agent.py:124:27: E701 multiple statements on one line (colon)
core/agents/market_sentiment_agent.py:125:45: E701 multiple statements on one line (colon)
core/agents/market_sentiment_agent.py:136:1: E305 expected 2 blank lines after class or function definition, found 1
core/agents/meta_19_agent.py:3:1: F401 'typing.Optional' imported but unused
core/agents/meta_19_agent.py:7:1: E302 expected 2 blank lines, found 1
core/agents/meta_19_agent.py:49:68: E261 at least two spaces before inline comment
core/agents/meta_19_agent.py:55:70: E261 at least two spaces before inline comment
core/agents/meta_19_agent.py:86:1: W293 blank line contains whitespace
core/agents/meta_19_agent.py:91:121: E501 line too long (129 > 120 characters)
core/agents/meta_19_agent.py:102:121: E501 line too long (128 > 120 characters)
core/agents/meta_19_agent.py:108:1: W293 blank line contains whitespace
core/agents/meta_agents/counterparty_risk_agent.py:7:1: E302 expected 2 blank lines, found 1
core/agents/meta_agents/credit_risk_assessment_agent.py:7:1: E302 expected 2 blank lines, found 1
core/agents/meta_agents/crisis_simulation_agent.py:17:1: E302 expected 2 blank lines, found 1
core/agents/meta_agents/crisis_simulation_agent.py:119:61: E261 at least two spaces before inline comment
core/agents/meta_agents/crisis_simulation_agent.py:136:121: E501 line too long (251 > 120 characters)
core/agents/meta_agents/crisis_simulation_agent.py:163:121: E501 line too long (172 > 120 characters)
core/agents/meta_agents/narrative_summarization_agent.py:7:1: E302 expected 2 blank lines, found 1
core/agents/meta_agents/odyssey_meta_agent.py:7:1: E302 expected 2 blank lines, found 1
core/agents/meta_agents/odyssey_meta_agent.py:47:121: E501 line too long (131 > 120 characters)
core/agents/meta_agents/persona_communication_agent.py:7:1: E302 expected 2 blank lines, found 1
core/agents/meta_agents/portfolio_monitoring_ews_agent.py:7:1: E302 expected 2 blank lines, found 1
core/agents/meta_agents/sentiment_analysis_meta_agent.py:4:1: E302 expected 2 blank lines, found 1
core/agents/meta_cognitive_agent.py:5:1: E302 expected 2 blank lines, found 1
core/agents/natural_language_generation_agent.py:1:1: E265 block comment should start with '# '
core/agents/natural_language_generation_agent.py:5:1: E302 expected 2 blank lines, found 1
core/agents/natural_language_generation_agent.py:35:13: E265 block comment should start with '# '
core/agents/natural_language_generation_agent.py:39:13: E265 block comment should start with '# '
core/agents/natural_language_generation_agent.py:41:9: E265 block comment should start with '# '
core/agents/natural_language_generation_agent.py:60:1: E305 expected 2 blank lines after class or function definition, found 1
core/agents/news_bot.py:2:1: F401 'requests' imported but unused
core/agents/news_bot.py:5:1: F401 'nltk.sentiment.SentimentIntensityAnalyzer' imported but unused
core/agents/news_bot.py:10:1: F401 'numpy as np' imported but unused
core/agents/news_bot.py:11:1: F401 'sklearn.cluster.KMeans' imported but unused
core/agents/news_bot.py:14:1: F401 'sklearn.metrics.pairwise_distances_argmin_min' imported but unused
core/agents/news_bot.py:17:18: E261 at least two spaces before inline comment
core/agents/news_bot.py:18:1: F811 redefinition of unused 'time' from line 7
core/agents/news_bot.py:18:12: E261 at least two spaces before inline comment
core/agents/news_bot.py:19:30: E261 at least two spaces before inline comment
core/agents/news_bot.py:42:1: F811 redefinition of unused 'nltk' from line 4
core/agents/news_bot.py:42:12: E261 at least two spaces before inline comment
core/agents/news_bot.py:45:1: E302 expected 2 blank lines, found 1
core/agents/news_bot.py:49:1: W293 blank line contains whitespace
core/agents/news_bot.py:55:1: W293 blank line contains whitespace
core/agents/news_bot.py:59:70: E261 at least two spaces before inline comment
core/agents/news_bot.py:62:1: W293 blank line contains whitespace
core/agents/news_bot.py:78:37: E261 at least two spaces before inline comment
core/agents/news_bot.py:95:72: E261 at least two spaces before inline comment
core/agents/news_bot.py:109:47: E261 at least two spaces before inline comment
core/agents/news_bot.py:118:60: E261 at least two spaces before inline comment
core/agents/news_bot.py:121:1: W293 blank line contains whitespace
core/agents/news_bot.py:125:44: E261 at least two spaces before inline comment
core/agents/news_bot.py:129:64: E261 at least two spaces before inline comment
core/agents/news_bot.py:133:65: E261 at least two spaces before inline comment
core/agents/news_bot.py:137:64: E261 at least two spaces before inline comment
core/agents/news_bot.py:141:69: E261 at least two spaces before inline comment
core/agents/news_bot.py:144:68: E261 at least two spaces before inline comment
core/agents/news_bot.py:148:63: E261 at least two spaces before inline comment
core/agents/news_bot.py:159:1: W293 blank line contains whitespace
core/agents/news_bot.py:171:61: E261 at least two spaces before inline comment
core/agents/news_bot.py:183:121: E501 line too long (131 > 120 characters)
core/agents/news_bot.py:193:5: E303 too many blank lines (2)
core/agents/news_bot.py:193:62: E261 at least two spaces before inline comment
core/agents/news_bot.py:195:33: E701 multiple statements on one line (colon)
core/agents/news_bot.py:206:44: E261 at least two spaces before inline comment
core/agents/news_bot.py:215:60: E261 at least two spaces before inline comment
core/agents/news_bot.py:217:33: E701 multiple statements on one line (colon)
core/agents/news_bot.py:234:66: E261 at least two spaces before inline comment
core/agents/news_bot.py:236:33: E701 multiple statements on one line (colon)
core/agents/news_bot.py:253:65: E261 at least two spaces before inline comment
core/agents/news_bot.py:255:33: E701 multiple statements on one line (colon)
core/agents/news_bot.py:272:60: E261 at least two spaces before inline comment
core/agents/news_bot.py:274:33: E701 multiple statements on one line (colon)
core/agents/news_bot.py:291:75: E261 at least two spaces before inline comment
core/agents/news_bot.py:319:80: E261 at least two spaces before inline comment
core/agents/news_bot.py:335:101: E261 at least two spaces before inline comment
core/agents/news_bot.py:338:1: W293 blank line contains whitespace
core/agents/news_bot.py:341:1: W293 blank line contains whitespace
core/agents/news_bot.py:345:49: E261 at least two spaces before inline comment
core/agents/news_bot.py:346:1: W293 blank line contains whitespace
core/agents/news_bot.py:358:46: E261 at least two spaces before inline comment
core/agents/news_bot.py:374:23: E261 at least two spaces before inline comment
core/agents/news_bot.py:379:34: E261 at least two spaces before inline comment
core/agents/news_bot.py:398:28: E261 at least two spaces before inline comment
core/agents/news_bot.py:404:23: E261 at least two spaces before inline comment
core/agents/news_bot.py:409:1: W293 blank line contains whitespace
core/agents/news_bot.py:412:1: W293 blank line contains whitespace
core/agents/news_bot.py:425:1: W293 blank line contains whitespace
core/agents/news_bot.py:427:67: E261 at least two spaces before inline comment
core/agents/news_bot.py:430:88: E261 at least two spaces before inline comment
core/agents/news_bot.py:433:1: W293 blank line contains whitespace
core/agents/news_bot.py:436:1: W293 blank line contains whitespace
core/agents/news_bot.py:440:57: E261 at least two spaces before inline comment
core/agents/news_bot.py:445:51: E261 at least two spaces before inline comment
core/agents/news_bot.py:446:73: E261 at least two spaces before inline comment
core/agents/news_bot.py:458:1: W293 blank line contains whitespace
core/agents/news_bot.py:474:66: E261 at least two spaces before inline comment
core/agents/news_bot.py:493:22: E261 at least two spaces before inline comment
core/agents/news_bot.py:496:26: E111 indentation is not a multiple of 4
core/agents/news_bot.py:496:26: E117 over-indented
core/agents/news_bot.py:497:26: E111 indentation is not a multiple of 4
core/agents/news_bot.py:502:5: E303 too many blank lines (2)
core/agents/news_bot.py:504:5: E301 expected 1 blank line, found 0
core/agents/news_bot.py:524:121: E501 line too long (122 > 120 characters)
core/agents/news_bot.py:532:121: E501 line too long (125 > 120 characters)
core/agents/news_bot.py:544:48: E261 at least two spaces before inline comment
core/agents/news_bot.py:553:68: E261 at least two spaces before inline comment
core/agents/news_bot.py:557:121: E501 line too long (185 > 120 characters)
core/agents/news_bot.py:557:171: E261 at least two spaces before inline comment
core/agents/news_bot.py:566:37: E261 at least two spaces before inline comment
core/agents/news_bot.py:568:18: E261 at least two spaces before inline comment
core/agents/news_bot.py:575:5: E303 too many blank lines (2)
core/agents/news_bot.py:592:37: E261 at least two spaces before inline comment
core/agents/news_bot.py:599:36: E261 at least two spaces before inline comment
core/agents/news_bot.py:610:51: E261 at least two spaces before inline comment
core/agents/news_bot.py:637:121: E501 line too long (121 > 120 characters)
core/agents/news_bot.py:639:36: E261 at least two spaces before inline comment
core/agents/news_bot.py:657:121: E501 line too long (156 > 120 characters)
core/agents/news_bot.py:678:121: E501 line too long (125 > 120 characters)
core/agents/news_bot.py:680:121: E501 line too long (131 > 120 characters)
core/agents/news_bot.py:685:121: E501 line too long (131 > 120 characters)
core/agents/news_bot.py:705:121: E501 line too long (133 > 120 characters)
core/agents/news_bot.py:712:38: E261 at least two spaces before inline comment
core/agents/news_bot.py:712:121: E501 line too long (122 > 120 characters)
core/agents/news_bot.py:714:40: E261 at least two spaces before inline comment
core/agents/news_bot.py:718:51: E261 at least two spaces before inline comment
core/agents/news_bot.py:734:44: E261 at least two spaces before inline comment
core/agents/news_bot.py:735:121: E501 line too long (137 > 120 characters)
core/agents/news_bot.py:740:33: E261 at least two spaces before inline comment
core/agents/news_bot.py:752:32: E261 at least two spaces before inline comment
core/agents/news_bot.py:759:121: E501 line too long (158 > 120 characters)
core/agents/news_bot.py:760:34: E261 at least two spaces before inline comment
core/agents/news_bot.py:769:121: E501 line too long (150 > 120 characters)
core/agents/news_bot.py:770:121: E501 line too long (154 > 120 characters)
core/agents/news_bot.py:773:121: E501 line too long (157 > 120 characters)
core/agents/news_bot.py:806:121: E501 line too long (127 > 120 characters)
core/agents/news_bot.py:815:22: E261 at least two spaces before inline comment
core/agents/news_bot.py:832:58: E261 at least two spaces before inline comment
core/agents/news_bot.py:837:66: E261 at least two spaces before inline comment
core/agents/news_bot.py:838:81: E261 at least two spaces before inline comment
core/agents/news_bot.py:842:68: E261 at least two spaces before inline comment
core/agents/news_bot.py:844:1: E305 expected 2 blank lines after class or function definition, found 1
core/agents/news_bot.py:846:5: F811 redefinition of unused 'json' from line 9
core/agents/news_bot.py:847:5: F811 redefinition of unused 'asyncio' from line 3
core/agents/news_bot.py:884:121: E501 line too long (138 > 120 characters)
core/agents/news_bot.py:890:121: E501 line too long (152 > 120 characters)
core/agents/news_bot.py:936:5: E303 too many blank lines (2)
core/agents/news_bot.py:944:121: E501 line too long (122 > 120 characters)
core/agents/news_bot.py:947:47: E261 at least two spaces before inline comment
core/agents/news_bot.py:961:14: E111 indentation is not a multiple of 4
core/agents/news_bot.py:961:14: E117 over-indented
core/agents/news_bot.py:961:121: E501 line too long (126 > 120 characters)
core/agents/news_bot.py:962:14: E111 indentation is not a multiple of 4
core/agents/news_bot.py:963:121: E501 line too long (125 > 120 characters)
core/agents/news_bot.py:981:78: E261 at least two spaces before inline comment
core/agents/news_bot.py:989:33: E261 at least two spaces before inline comment
core/agents/news_bot.py:990:121: E501 line too long (121 > 120 characters)
core/agents/news_bot.py:1008:10: E261 at least two spaces before inline comment
core/agents/news_bot.py:1024:22: E261 at least two spaces before inline comment
core/agents/news_bot.py:1049:1: W391 blank line at end of file
core/agents/newsletter_layout_specialist_agent.py:3:1: E265 block comment should start with '# '
core/agents/newsletter_layout_specialist_agent.py:13:9: E265 block comment should start with '# '
core/agents/newsletter_layout_specialist_agent.py:21:1: W293 blank line contains whitespace
core/agents/newsletter_layout_specialist_agent.py:38:13: E265 block comment should start with '# '
core/agents/newsletter_layout_specialist_agent.py:43:9: E265 block comment should start with '# '
core/agents/newsletter_layout_specialist_agent.py:48:9: E265 block comment should start with '# '
core/agents/newsletter_layout_specialist_agent.py:49:16: F821 undefined name 'chart_image_code'
core/agents/orchestrators/credit_risk_orchestrator.py:6:1: E302 expected 2 blank lines, found 1
core/agents/orchestrators/creditsentry_orchestrator.py:22:121: E501 line too long (399 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:27:121: E501 line too long (125 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:28:121: E501 line too long (629 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:29:121: E501 line too long (181 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:31:121: E501 line too long (200 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:32:121: E501 line too long (195 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:33:121: E501 line too long (227 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:39:121: E501 line too long (151 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:53:121: E501 line too long (148 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:54:121: E501 line too long (223 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:55:121: E501 line too long (167 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:56:121: E501 line too long (125 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:57:121: E501 line too long (263 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:58:121: E501 line too long (282 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:64:121: E501 line too long (147 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:65:121: E501 line too long (548 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:66:121: E501 line too long (533 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:67:121: E501 line too long (485 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:73:121: E501 line too long (195 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:74:121: E501 line too long (128 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:75:121: E501 line too long (276 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:76:121: E501 line too long (158 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:79:121: E501 line too long (136 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:105:121: E501 line too long (320 > 120 characters)
core/agents/orchestrators/creditsentry_orchestrator.py:106:1: W293 blank line contains whitespace
core/agents/orchestrators/creditsentry_orchestrator.py:110:1: W293 blank line contains whitespace
core/agents/orchestrators/creditsentry_orchestrator.py:112:1: W293 blank line contains whitespace
core/agents/orchestrators/creditsentry_orchestrator.py:120:1: W293 blank line contains whitespace
core/agents/orchestrators/creditsentry_orchestrator.py:130:1: W293 blank line contains whitespace
core/agents/orchestrators/creditsentry_orchestrator.py:134:1: W293 blank line contains whitespace
core/agents/orchestrators/creditsentry_orchestrator.py:136:1: W293 blank line contains whitespace
core/agents/orchestrators/creditsentry_orchestrator.py:143:121: E501 line too long (338 > 120 characters)
core/agents/orchestrators/hybrid_orchestrator.py:10:1: E302 expected 2 blank lines, found 1
core/agents/orchestrators/meta_orchestrator.py:16:1: E302 expected 2 blank lines, found 1
core/agents/orchestrators/odyssey_hub_agent.py:10:1: E302 expected 2 blank lines, found 1
core/agents/orchestrators/parallel_orchestrator.py:8:1: E302 expected 2 blank lines, found 1
core/agents/orchestrators/parallel_orchestrator.py:14:1: E302 expected 2 blank lines, found 1
core/agents/orchestrators/parallel_orchestrator.py:50:10: W292 no newline at end of file
core/agents/orchestrators/task.py:3:1: E302 expected 2 blank lines, found 1
core/agents/orchestrators/task.py:14:31: E261 at least two spaces before inline comment
core/agents/orchestrators/task.py:32:18: W292 no newline at end of file
core/agents/orchestrators/workflow.py:4:1: E302 expected 2 blank lines, found 1
core/agents/orchestrators/workflow.py:26:79: W292 no newline at end of file
core/agents/orchestrators/workflow_manager.py:5:1: E302 expected 2 blank lines, found 1
core/agents/orchestrators/workflow_manager.py:61:23: W292 no newline at end of file
core/agents/portfolio_optimization_agent.py:8:1: F401 'typing.List' imported but unused
core/agents/portfolio_optimization_agent.py:13:1: E302 expected 2 blank lines, found 1
core/agents/portfolio_optimization_agent.py:38:1: E302 expected 2 blank lines, found 1
core/agents/portfolio_optimization_agent.py:57:14: E111 indentation is not a multiple of 4
core/agents/portfolio_optimization_agent.py:57:14: E117 over-indented
core/agents/portfolio_optimization_agent.py:87:40: E701 multiple statements on one line (colon)
core/agents/portfolio_optimization_agent.py:145:14: E111 indentation is not a multiple of 4
core/agents/portfolio_optimization_agent.py:145:14: E117 over-indented
core/agents/portfolio_optimization_agent.py:145:18: E261 at least two spaces before inline comment
core/agents/portfolio_optimization_agent.py:154:1: E305 expected 2 blank lines after class or function definition, found 1
core/agents/prediction_market_agent.py:4:1: F401 'numpy as np' imported but unused
core/agents/prediction_market_agent.py:5:1: F401 'pandas as pd' imported but unused
core/agents/prediction_market_agent.py:6:1: F401 'sklearn.linear_model.LinearRegression' imported but unused
core/agents/prediction_market_agent.py:8:1: F401 'statsmodels.api as sm' imported but unused
core/agents/prediction_market_agent.py:18:1: E302 expected 2 blank lines, found 1
core/agents/prompt_generation_agent.py:2:1: F401 'typing.Optional' imported but unused
core/agents/prompt_generation_agent.py:6:1: E302 expected 2 blank lines, found 1
core/agents/prompt_generation_agent.py:23:9: F841 local variable 'prompt_template' is assigned to but never used
core/agents/prompt_generation_agent.py:24:121: E501 line too long (162 > 120 characters)
core/agents/prompt_generation_agent.py:46:121: E501 line too long (133 > 120 characters)
core/agents/prompt_tuner.py:6:5: F401 'langchain_core.prompts.PromptTemplate' imported but unused
core/agents/prompt_tuner.py:7:1: F401 'core.utils.data_utils.send_message' imported but unused
core/agents/prompt_tuner.py:7:1: F401 'core.utils.data_utils.receive_messages' imported but unused
core/agents/prompt_tuner.py:11:12: E261 at least two spaces before inline comment
core/agents/prompt_tuner.py:11:13: E262 inline comment should start with '# '
core/agents/prompt_tuner.py:25:1: E302 expected 2 blank lines, found 1
core/agents/prompt_tuner.py:31:1: W293 blank line contains whitespace
core/agents/prompt_tuner.py:32:5: E303 too many blank lines (2)
core/agents/prompt_tuner.py:44:18: E111 indentation is not a multiple of 4
core/agents/prompt_tuner.py:44:18: E117 over-indented
core/agents/query_understanding_agent.py:4:1: F401 'core.utils.config_utils.load_config' imported but unused
core/agents/query_understanding_agent.py:5:1: F401 'core.utils.token_utils.count_tokens' imported but unused
core/agents/query_understanding_agent.py:9:1: F401 'asyncio' imported but unused
core/agents/query_understanding_agent.py:38:121: E501 line too long (122 > 120 characters)
core/agents/query_understanding_agent.py:156:121: E501 line too long (125 > 120 characters)
core/agents/rag_agent.py:2:1: F401 'asyncio' imported but unused
core/agents/rag_agent.py:3:1: F401 'typing.List' imported but unused
core/agents/rag_agent.py:3:1: F401 'typing.Tuple' imported but unused
core/agents/rag_agent.py:18:1: E302 expected 2 blank lines, found 1
core/agents/rag_agent.py:38:1: W293 blank line contains whitespace
core/agents/rag_agent.py:62:1: W293 blank line contains whitespace
core/agents/rag_agent.py:69:1: W293 blank line contains whitespace
core/agents/rag_agent.py:86:23: F541 f-string is missing placeholders
core/agents/rag_agent.py:95:1: W293 blank line contains whitespace
core/agents/rag_agent.py:103:22: F541 f-string is missing placeholders
core/agents/rag_agent.py:122:13: E306 expected 1 blank line before a nested definition, found 0
core/agents/rag_agent.py:158:121: E501 line too long (127 > 120 characters)
core/agents/rag_agent.py:172:29: F541 f-string is missing placeholders
core/agents/rag_agent.py:181:18: E114 indentation is not a multiple of 4 (comment)
core/agents/rag_agent.py:181:18: E117 over-indented (comment)
core/agents/rag_agent.py:182:18: E111 indentation is not a multiple of 4
core/agents/rag_agent.py:182:18: E117 over-indented
core/agents/rag_agent.py:200:29: F541 f-string is missing placeholders
core/agents/rag_agent.py:204:27: F541 f-string is missing placeholders
core/agents/rag_agent.py:223:29: F541 f-string is missing placeholders
core/agents/rag_agent.py:227:14: E111 indentation is not a multiple of 4
core/agents/rag_agent.py:227:14: E117 over-indented
core/agents/red_team_agent.py:2:1: F401 'typing.List' imported but unused
core/agents/red_team_agent.py:2:1: F401 'typing.Optional' imported but unused
core/agents/red_team_agent.py:5:1: F401 'asyncio' imported but unused
core/agents/red_team_agent.py:9:1: F401 'core.engine.states.GraphState' imported but unused
core/agents/red_team_agent.py:13:1: E302 expected 2 blank lines, found 1
core/agents/red_team_agent.py:35:14: E114 indentation is not a multiple of 4 (comment)
core/agents/red_team_agent.py:35:14: E117 over-indented (comment)
core/agents/red_team_agent.py:36:14: E111 indentation is not a multiple of 4
core/agents/red_team_agent.py:36:14: E117 over-indented
core/agents/red_team_agent.py:37:18: E114 indentation is not a multiple of 4 (comment)
core/agents/red_team_agent.py:38:18: E111 indentation is not a multiple of 4
core/agents/red_team_agent.py:39:14: E114 indentation is not a multiple of 4 (comment)
core/agents/red_team_agent.py:40:14: E111 indentation is not a multiple of 4
core/agents/red_team_agent.py:41:18: E111 indentation is not a multiple of 4
core/agents/red_team_agent.py:49:39: E261 at least two spaces before inline comment
core/agents/red_team_agent.py:87:13: F841 local variable 'prompt' is assigned to but never used
core/agents/red_team_agent.py:125:9: F841 local variable 'iteration' is assigned to but never used
core/agents/red_team_agent.py:162:42: E261 at least two spaces before inline comment
core/agents/reflector_agent.py:2:1: F401 'typing.List' imported but unused
core/agents/reflector_agent.py:17:1: E302 expected 2 blank lines, found 1
core/agents/reflector_agent.py:26:121: E501 line too long (126 > 120 characters)
core/agents/reflector_agent.py:31:14: E111 indentation is not a multiple of 4
core/agents/reflector_agent.py:31:14: E117 over-indented
core/agents/reflector_agent.py:31:121: E501 line too long (131 > 120 characters)
core/agents/reflector_agent.py:51:68: E261 at least two spaces before inline comment
core/agents/regulatory_compliance_agent.py:1:1: E265 block comment should start with '# '
core/agents/regulatory_compliance_agent.py:4:1: F401 're' imported but unused
core/agents/regulatory_compliance_agent.py:9:1: F401 'typing.Optional' imported but unused
core/agents/regulatory_compliance_agent.py:10:1: F401 'asyncio' imported but unused
core/agents/regulatory_compliance_agent.py:25:1: E302 expected 2 blank lines, found 1
core/agents/regulatory_compliance_agent.py:107:121: E501 line too long (123 > 120 characters)
core/agents/regulatory_compliance_agent.py:209:9: F841 local variable 'e' is assigned to but never used
core/agents/regulatory_compliance_agent.py:211:13: F841 local variable 'lemmas' is assigned to but never used
core/agents/regulatory_compliance_agent.py:237:18: E111 indentation is not a multiple of 4
core/agents/regulatory_compliance_agent.py:237:18: E117 over-indented
core/agents/regulatory_compliance_agent.py:237:121: E501 line too long (135 > 120 characters)
core/agents/regulatory_compliance_agent.py:238:22: E111 indentation is not a multiple of 4
core/agents/regulatory_compliance_agent.py:239:22: E111 indentation is not a multiple of 4
core/agents/regulatory_compliance_agent.py:257:42: E261 at least two spaces before inline comment
core/agents/regulatory_compliance_agent.py:258:42: E261 at least two spaces before inline comment
core/agents/regulatory_compliance_agent.py:307:17: F841 local variable 'soup' is assigned to but never used
core/agents/regulatory_compliance_agent.py:499:56: E261 at least two spaces before inline comment
core/agents/report_generator_agent.py:9:1: E302 expected 2 blank lines, found 1
core/agents/report_generator_agent.py:15:121: E501 line too long (127 > 120 characters)
core/agents/report_generator_agent.py:33:1: W293 blank line contains whitespace
core/agents/report_generator_agent.py:35:1: W293 blank line contains whitespace
core/agents/report_generator_agent.py:55:9: E303 too many blank lines (2)
core/agents/report_generator_agent.py:57:1: W293 blank line contains whitespace
core/agents/report_generator_agent.py:59:1: W293 blank line contains whitespace
core/agents/result_aggregation_agent.py:4:1: F401 'typing.List' imported but unused
core/agents/result_aggregation_agent.py:4:1: F401 'typing.Optional' imported but unused
core/agents/result_aggregation_agent.py:6:1: F401 'core.utils.config_utils.load_config' imported but unused
core/agents/result_aggregation_agent.py:31:5: E303 too many blank lines (2)
core/agents/result_aggregation_agent.py:57:54: E261 at least two spaces before inline comment
core/agents/risk_assessment_agent.py:2:1: F401 'typing.Union' imported but unused
core/agents/risk_assessment_agent.py:6:1: F401 'datetime' imported but unused
core/agents/risk_assessment_agent.py:7:1: F401 'asyncio' imported but unused
core/agents/risk_assessment_agent.py:19:1: E302 expected 2 blank lines, found 1
core/agents/risk_assessment_agent.py:58:121: E501 line too long (148 > 120 characters)
core/agents/risk_assessment_agent.py:111:121: E501 line too long (156 > 120 characters)
core/agents/risk_assessment_agent.py:154:21: F541 f-string is missing placeholders
core/agents/risk_assessment_agent.py:174:21: F541 f-string is missing placeholders
core/agents/risk_assessment_agent.py:195:57: E261 at least two spaces before inline comment
core/agents/risk_assessment_agent.py:233:31: E701 multiple statements on one line (colon)
core/agents/risk_assessment_agent.py:240:25: E261 at least two spaces before inline comment
core/agents/risk_assessment_agent.py:242:27: E261 at least two spaces before inline comment
core/agents/risk_assessment_agent.py:244:27: E261 at least two spaces before inline comment
core/agents/risk_assessment_agent.py:280:19: E111 indentation is not a multiple of 4
core/agents/risk_assessment_agent.py:282:19: E111 indentation is not a multiple of 4
core/agents/risk_assessment_agent.py:284:19: E111 indentation is not a multiple of 4
core/agents/risk_assessment_agent.py:302:29: E701 multiple statements on one line (colon)
core/agents/risk_assessment_agent.py:315:34: E701 multiple statements on one line (colon)
core/agents/risk_assessment_agent.py:322:35: E701 multiple statements on one line (colon)
core/agents/risk_assessment_agent.py:324:72: E202 whitespace before ')'
core/agents/sense_weaver.py:7:1: F401 'transformers.pipeline' imported but unused
core/agents/sense_weaver.py:8:1: E265 block comment should start with '# '
core/agents/sense_weaver.py:10:1: E302 expected 2 blank lines, found 1
core/agents/sense_weaver.py:14:9: E265 block comment should start with '# '
core/agents/sense_weaver.py:28:9: E265 block comment should start with '# '
core/agents/sense_weaver.py:29:9: E265 block comment should start with '# '
core/agents/sense_weaver.py:46:9: E265 block comment should start with '# '
core/agents/sense_weaver.py:47:9: E265 block comment should start with '# '
core/agents/sense_weaver.py:64:9: E265 block comment should start with '# '
core/agents/sense_weaver.py:65:9: E265 block comment should start with '# '
core/agents/sense_weaver.py:70:9: E265 block comment should start with '# '
core/agents/sense_weaver.py:71:9: E265 block comment should start with '# '
core/agents/skills/counterfactual_reasoning_skill.py:3:1: F401 'semantic_kernel.skill_definition.sk_description' imported but unused
core/agents/skills/counterfactual_reasoning_skill.py:10:1: E302 expected 2 blank lines, found 1
core/agents/skills/hybrid_forecasting_skill.py:3:1: F401 'semantic_kernel.skill_definition.sk_description' imported but unused
core/agents/skills/hybrid_forecasting_skill.py:11:1: E302 expected 2 blank lines, found 1
core/agents/skills/xai_skill.py:3:1: F401 'semantic_kernel.skill_definition.sk_description' imported but unused
core/agents/skills/xai_skill.py:10:1: E302 expected 2 blank lines, found 1
core/agents/snc_analyst_agent.py:7:69: E261 at least two spaces before inline comment
core/agents/snc_analyst_agent.py:7:121: E501 line too long (134 > 120 characters)
core/agents/snc_analyst_agent.py:11:1: E402 module level import not at top of file
core/agents/snc_analyst_agent.py:12:1: E402 module level import not at top of file
core/agents/snc_analyst_agent.py:12:12: W291 trailing whitespace
core/agents/snc_analyst_agent.py:13:1: E402 module level import not at top of file
core/agents/snc_analyst_agent.py:13:10: E261 at least two spaces before inline comment
core/agents/snc_analyst_agent.py:14:1: E402 module level import not at top of file
core/agents/snc_analyst_agent.py:15:1: E402 module level import not at top of file
core/agents/snc_analyst_agent.py:16:1: E402 module level import not at top of file
core/agents/snc_analyst_agent.py:17:1: E402 module level import not at top of file
core/agents/snc_analyst_agent.py:17:32: W291 trailing whitespace
core/agents/snc_analyst_agent.py:19:1: E402 module level import not at top of file
core/agents/snc_analyst_agent.py:20:1: E402 module level import not at top of file
core/agents/snc_analyst_agent.py:20:35: W291 trailing whitespace
core/agents/snc_analyst_agent.py:24:1: E302 expected 2 blank lines, found 1
core/agents/snc_analyst_agent.py:31:1: E302 expected 2 blank lines, found 1
core/agents/snc_analyst_agent.py:41:121: E501 line too long (185 > 120 characters)
core/agents/snc_analyst_agent.py:42:121: E501 line too long (122 > 120 characters)
core/agents/snc_analyst_agent.py:47:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:66:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:83:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:84:121: E501 line too long (360 > 120 characters)
core/agents/snc_analyst_agent.py:88:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:89:121: E501 line too long (127 > 120 characters)
core/agents/snc_analyst_agent.py:91:50: W291 trailing whitespace
core/agents/snc_analyst_agent.py:92:38: W291 trailing whitespace
core/agents/snc_analyst_agent.py:93:35: W291 trailing whitespace
core/agents/snc_analyst_agent.py:95:47: W291 trailing whitespace
core/agents/snc_analyst_agent.py:98:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:99:58: W291 trailing whitespace
core/agents/snc_analyst_agent.py:100:50: W291 trailing whitespace
core/agents/snc_analyst_agent.py:101:39: W291 trailing whitespace
core/agents/snc_analyst_agent.py:102:41: W291 trailing whitespace
core/agents/snc_analyst_agent.py:103:41: W291 trailing whitespace
core/agents/snc_analyst_agent.py:106:121: E501 line too long (124 > 120 characters)
core/agents/snc_analyst_agent.py:114:77: W291 trailing whitespace
core/agents/snc_analyst_agent.py:119:113: W291 trailing whitespace
core/agents/snc_analyst_agent.py:121:105: W291 trailing whitespace
core/agents/snc_analyst_agent.py:122:106: W291 trailing whitespace
core/agents/snc_analyst_agent.py:123:116: W291 trailing whitespace
core/agents/snc_analyst_agent.py:129:121: E501 line too long (173 > 120 characters)
core/agents/snc_analyst_agent.py:130:121: E501 line too long (170 > 120 characters)
core/agents/snc_analyst_agent.py:133:121: E501 line too long (138 > 120 characters)
core/agents/snc_analyst_agent.py:134:121: E501 line too long (170 > 120 characters)
core/agents/snc_analyst_agent.py:136:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:142:34: W291 trailing whitespace
core/agents/snc_analyst_agent.py:147:44: W291 trailing whitespace
core/agents/snc_analyst_agent.py:148:57: W291 trailing whitespace
core/agents/snc_analyst_agent.py:149:80: W291 trailing whitespace
core/agents/snc_analyst_agent.py:150:77: W291 trailing whitespace
core/agents/snc_analyst_agent.py:153:121: E501 line too long (306 > 120 characters)
core/agents/snc_analyst_agent.py:166:121: E501 line too long (130 > 120 characters)
core/agents/snc_analyst_agent.py:168:46: W291 trailing whitespace
core/agents/snc_analyst_agent.py:172:35: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:173:38: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:174:30: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:175:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:177:74: W291 trailing whitespace
core/agents/snc_analyst_agent.py:187:121: E501 line too long (188 > 120 characters)
core/agents/snc_analyst_agent.py:193:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:197:14: E111 indentation is not a multiple of 4
core/agents/snc_analyst_agent.py:197:14: E117 over-indented
core/agents/snc_analyst_agent.py:197:121: E501 line too long (121 > 120 characters)
core/agents/snc_analyst_agent.py:204:121: E501 line too long (125 > 120 characters)
core/agents/snc_analyst_agent.py:209:121: E501 line too long (131 > 120 characters)
core/agents/snc_analyst_agent.py:210:121: E501 line too long (132 > 120 characters)
core/agents/snc_analyst_agent.py:214:121: E501 line too long (189 > 120 characters)
core/agents/snc_analyst_agent.py:226:121: E501 line too long (123 > 120 characters)
core/agents/snc_analyst_agent.py:228:121: E501 line too long (139 > 120 characters)
core/agents/snc_analyst_agent.py:230:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:233:101: W291 trailing whitespace
core/agents/snc_analyst_agent.py:234:121: E501 line too long (143 > 120 characters)
core/agents/snc_analyst_agent.py:235:121: E501 line too long (150 > 120 characters)
core/agents/snc_analyst_agent.py:237:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:239:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:242:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:244:32: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:245:33: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:246:33: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:250:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:257:30: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:258:30: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:259:24: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:260:24: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:261:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:264:121: E501 line too long (200 > 120 characters)
core/agents/snc_analyst_agent.py:266:121: E501 line too long (162 > 120 characters)
core/agents/snc_analyst_agent.py:269:57: W291 trailing whitespace
core/agents/snc_analyst_agent.py:270:32: E128 continuation line under-indented for visual indent
core/agents/snc_analyst_agent.py:270:67: W291 trailing whitespace
core/agents/snc_analyst_agent.py:271:32: E128 continuation line under-indented for visual indent
core/agents/snc_analyst_agent.py:271:69: W291 trailing whitespace
core/agents/snc_analyst_agent.py:272:32: E128 continuation line under-indented for visual indent
core/agents/snc_analyst_agent.py:273:32: E128 continuation line under-indented for visual indent
core/agents/snc_analyst_agent.py:274:32: E124 closing bracket does not match visual indentation
core/agents/snc_analyst_agent.py:276:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:285:121: E501 line too long (159 > 120 characters)
core/agents/snc_analyst_agent.py:286:121: E501 line too long (204 > 120 characters)
core/agents/snc_analyst_agent.py:292:121: E501 line too long (155 > 120 characters)
core/agents/snc_analyst_agent.py:295:49: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:295:121: E501 line too long (156 > 120 characters)
core/agents/snc_analyst_agent.py:295:137: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:295:153: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:296:71: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:296:121: E501 line too long (148 > 120 characters)
core/agents/snc_analyst_agent.py:297:121: E501 line too long (164 > 120 characters)
core/agents/snc_analyst_agent.py:298:34: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:303:121: E501 line too long (137 > 120 characters)
core/agents/snc_analyst_agent.py:304:121: E501 line too long (148 > 120 characters)
core/agents/snc_analyst_agent.py:305:121: E501 line too long (127 > 120 characters)
core/agents/snc_analyst_agent.py:311:121: E501 line too long (128 > 120 characters)
core/agents/snc_analyst_agent.py:314:121: E501 line too long (152 > 120 characters)
core/agents/snc_analyst_agent.py:317:49: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:317:109: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:317:121: E501 line too long (154 > 120 characters)
core/agents/snc_analyst_agent.py:317:135: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:317:151: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:318:71: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:318:121: E501 line too long (146 > 120 characters)
core/agents/snc_analyst_agent.py:318:133: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:319:66: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:319:118: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:319:121: E501 line too long (131 > 120 characters)
core/agents/snc_analyst_agent.py:320:121: E501 line too long (201 > 120 characters)
core/agents/snc_analyst_agent.py:321:34: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:326:121: E501 line too long (126 > 120 characters)
core/agents/snc_analyst_agent.py:327:121: E501 line too long (142 > 120 characters)
core/agents/snc_analyst_agent.py:330:121: E501 line too long (128 > 120 characters)
core/agents/snc_analyst_agent.py:330:129: W291 trailing whitespace
core/agents/snc_analyst_agent.py:331:121: E501 line too long (130 > 120 characters)
core/agents/snc_analyst_agent.py:335:121: E501 line too long (163 > 120 characters)
core/agents/snc_analyst_agent.py:338:49: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:338:110: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:338:121: E501 line too long (155 > 120 characters)
core/agents/snc_analyst_agent.py:338:136: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:338:152: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:339:71: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:339:121: E501 line too long (147 > 120 characters)
core/agents/snc_analyst_agent.py:339:134: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:340:121: E501 line too long (176 > 120 characters)
core/agents/snc_analyst_agent.py:341:34: E701 multiple statements on one line (colon)
core/agents/snc_analyst_agent.py:341:121: E501 line too long (127 > 120 characters)
core/agents/snc_analyst_agent.py:373:121: E501 line too long (145 > 120 characters)
core/agents/snc_analyst_agent.py:377:1: E305 expected 2 blank lines after class or function definition, found 1
core/agents/snc_analyst_agent.py:380:38: W291 trailing whitespace
core/agents/snc_analyst_agent.py:382:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:389:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:390:45: W291 trailing whitespace
core/agents/snc_analyst_agent.py:391:48: W291 trailing whitespace
core/agents/snc_analyst_agent.py:394:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:417:40: W291 trailing whitespace
core/agents/snc_analyst_agent.py:423:121: E501 line too long (137 > 120 characters)
core/agents/snc_analyst_agent.py:424:59: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:424:63: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:424:103: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:424:107: E231 missing whitespace after ','
core/agents/snc_analyst_agent.py:425:121: E501 line too long (156 > 120 characters)
core/agents/snc_analyst_agent.py:436:66: W291 trailing whitespace
core/agents/snc_analyst_agent.py:444:17: E261 at least two spaces before inline comment
core/agents/snc_analyst_agent.py:452:48: W291 trailing whitespace
core/agents/snc_analyst_agent.py:458:69: E261 at least two spaces before inline comment
core/agents/snc_analyst_agent.py:500:9: E301 expected 1 blank line, found 0
core/agents/snc_analyst_agent.py:502:69: W291 trailing whitespace
core/agents/snc_analyst_agent.py:504:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:509:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:558:121: E501 line too long (123 > 120 characters)
core/agents/snc_analyst_agent.py:564:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:570:1: W293 blank line contains whitespace
core/agents/snc_analyst_agent.py:577:61: E261 at least two spaces before inline comment
core/agents/specialized/counterparty_risk_agent.py:8:1: E302 expected 2 blank lines, found 1
core/agents/specialized/counterparty_risk_agent.py:12:121: E501 line too long (124 > 120 characters)
core/agents/specialized/covenant_analyst_agent.py:2:1: F401 'typing.List' imported but unused
core/agents/specialized/covenant_analyst_agent.py:8:1: E302 expected 2 blank lines, found 1
core/agents/specialized/covenant_analyst_agent.py:58:42: E261 at least two spaces before inline comment
core/agents/specialized/credit_conformance_agent.py:18:1: E302 expected 2 blank lines, found 1
core/agents/specialized/credit_conformance_agent.py:24:121: E501 line too long (127 > 120 characters)
core/agents/specialized/credit_sentry_agent.py:8:1: E302 expected 2 blank lines, found 1
core/agents/specialized/credit_sentry_agent.py:13:121: E501 line too long (124 > 120 characters)
core/agents/specialized/credit_sentry_agent.py:19:60: E261 at least two spaces before inline comment
core/agents/specialized/credit_sentry_agent.py:28:67: E261 at least two spaces before inline comment
core/agents/specialized/institutional_radar_agent.py:1:1: F401 'logging' imported but unused
core/agents/specialized/institutional_radar_agent.py:12:1: E302 expected 2 blank lines, found 1
core/agents/specialized/institutional_radar_agent.py:18:91: E251 unexpected spaces around keyword / parameter equals
core/agents/specialized/institutional_radar_agent.py:18:93: E251 unexpected spaces around keyword / parameter equals
core/agents/specialized/institutional_radar_agent.py:22:55: E261 at least two spaces before inline comment
core/agents/specialized/institutional_radar_agent.py:23:53: E261 at least two spaces before inline comment
core/agents/specialized/institutional_trend_agent.py:2:1: F401 'os' imported but unused
core/agents/specialized/institutional_trend_agent.py:4:1: F401 'pandas as pd' imported but unused
core/agents/specialized/institutional_trend_agent.py:5:1: F401 'typing.List' imported but unused
core/agents/specialized/institutional_trend_agent.py:5:1: F401 'typing.Optional' imported but unused
core/agents/specialized/institutional_trend_agent.py:13:1: E302 expected 2 blank lines, found 1
core/agents/specialized/institutional_trend_agent.py:17:1: W293 blank line contains whitespace
core/agents/specialized/institutional_trend_agent.py:28:1: W293 blank line contains whitespace
core/agents/specialized/institutional_trend_agent.py:43:27: W291 trailing whitespace
core/agents/specialized/institutional_trend_agent.py:52:1: W293 blank line contains whitespace
core/agents/specialized/institutional_trend_agent.py:56:1: W293 blank line contains whitespace
core/agents/specialized/institutional_trend_agent.py:74:55: E261 at least two spaces before inline comment
core/agents/specialized/institutional_trend_agent.py:75:40: E261 at least two spaces before inline comment
core/agents/specialized/institutional_trend_agent.py:92:1: W293 blank line contains whitespace
core/agents/specialized/institutional_trend_agent.py:101:1: W293 blank line contains whitespace
core/agents/specialized/institutional_trend_agent.py:107:1: W293 blank line contains whitespace
core/agents/specialized/institutional_trend_agent.py:110:1: W293 blank line contains whitespace
core/agents/specialized/institutional_trend_agent.py:114:121: E501 line too long (156 > 120 characters)
core/agents/specialized/institutional_trend_agent.py:115:121: E501 line too long (141 > 120 characters)
core/agents/specialized/institutional_trend_agent.py:143:1: W293 blank line contains whitespace
core/agents/specialized/institutional_trend_agent.py:156:59: E261 at least two spaces before inline comment
core/agents/specialized/institutional_trend_agent.py:164:26: E701 multiple statements on one line (colon)
core/agents/specialized/institutional_trend_agent.py:165:28: E701 multiple statements on one line (colon)
core/agents/specialized/institutional_trend_agent.py:169:28: E701 multiple statements on one line (colon)
core/agents/specialized/institutional_trend_agent.py:178:54: W291 trailing whitespace
core/agents/specialized/institutional_trend_agent.py:179:1: W293 blank line contains whitespace
core/agents/specialized/institutional_trend_agent.py:182:1: W293 blank line contains whitespace
core/agents/specialized/institutional_trend_agent.py:184:12: W292 no newline at end of file
core/agents/specialized/management_assessment_agent.py:2:1: F401 'typing.List' imported but unused
core/agents/specialized/management_assessment_agent.py:8:1: E302 expected 2 blank lines, found 1
core/agents/specialized/management_assessment_agent.py:28:32: E261 at least two spaces before inline comment
core/agents/specialized/management_assessment_agent.py:34:44: E261 at least two spaces before inline comment
core/agents/specialized/monte_carlo_risk_agent.py:3:1: F401 'typing.List' imported but unused
core/agents/specialized/monte_carlo_risk_agent.py:10:1: E302 expected 2 blank lines, found 1
core/agents/specialized/monte_carlo_risk_agent.py:72:18: E261 at least two spaces before inline comment
core/agents/specialized/monte_carlo_risk_agent.py:106:23: E701 multiple statements on one line (colon)
core/agents/specialized/monte_carlo_risk_agent.py:107:23: E701 multiple statements on one line (colon)
core/agents/specialized/monte_carlo_risk_agent.py:127:50: E261 at least two spaces before inline comment
core/agents/specialized/peer_comparison_agent.py:2:1: F401 'typing.List' imported but unused
core/agents/specialized/peer_comparison_agent.py:8:1: E302 expected 2 blank lines, found 1
core/agents/specialized/peer_comparison_agent.py:23:9: F841 local variable 'company_id' is assigned to but never used
core/agents/specialized/portfolio_manager_agent.py:2:1: F401 'typing.List' imported but unused
core/agents/specialized/portfolio_manager_agent.py:8:1: E302 expected 2 blank lines, found 1
core/agents/specialized/portfolio_manager_agent.py:21:9: F841 local variable 'params' is assigned to but never used
core/agents/specialized/portfolio_manager_agent.py:26:9: F841 local variable 'equity_bullish' is assigned to but never used
core/agents/specialized/portfolio_manager_agent.py:26:30: E261 at least two spaces before inline comment
core/agents/specialized/portfolio_manager_agent.py:37:25: E701 multiple statements on one line (colon)
core/agents/specialized/portfolio_manager_agent.py:38:26: E701 multiple statements on one line (colon)
core/agents/specialized/portfolio_manager_agent.py:40:14: E111 indentation is not a multiple of 4
core/agents/specialized/portfolio_manager_agent.py:40:14: E117 over-indented
core/agents/specialized/quantum_scenario_agent.py:2:1: F401 'asyncio' imported but unused
core/agents/specialized/quantum_scenario_agent.py:3:1: F401 'typing.Optional' imported but unused
core/agents/specialized/quantum_scenario_agent.py:22:1: E302 expected 2 blank lines, found 1
core/agents/specialized/quantum_scenario_agent.py:97:121: E501 line too long (128 > 120 characters)
core/agents/specialized/quantum_scenario_agent.py:110:18: E111 indentation is not a multiple of 4
core/agents/specialized/quantum_scenario_agent.py:110:18: E117 over-indented
core/agents/specialized/sentinel_agent.py:8:1: E302 expected 2 blank lines, found 1
core/agents/specialized/sentinel_agent.py:13:121: E501 line too long (124 > 120 characters)
core/agents/specialized/snc_rating_agent.py:2:1: F401 'typing.Optional' imported but unused
core/agents/specialized/snc_rating_agent.py:9:1: E302 expected 2 blank lines, found 1
core/agents/specialized/snc_rating_agent.py:49:74: E261 at least two spaces before inline comment
core/agents/specialized/snc_rating_agent.py:52:33: E701 multiple statements on one line (colon)
core/agents/specialized/snc_rating_agent.py:85:121: E501 line too long (130 > 120 characters)
core/agents/specialized/snc_rating_agent.py:88:69: E261 at least two spaces before inline comment
core/agents/specialized/snc_rating_agent.py:95:43: E701 multiple statements on one line (colon)
core/agents/specialized/snc_rating_agent.py:96:45: E701 multiple statements on one line (colon)
core/agents/specialized/snc_rating_agent.py:124:55: E261 at least two spaces before inline comment
core/agents/specialized/snc_rating_agent.py:126:55: E261 at least two spaces before inline comment
core/agents/specialized/snc_rating_agent.py:128:55: E261 at least two spaces before inline comment
core/agents/sub_agents/compliance_kyc_agent.py:7:1: E302 expected 2 blank lines, found 1
core/agents/sub_agents/data_ingestion_agent.py:1:1: F401 'typing.List' imported but unused
core/agents/sub_agents/data_ingestion_agent.py:9:1: E302 expected 2 blank lines, found 1
core/agents/sub_agents/data_ingestion_agent.py:13:1: W293 blank line contains whitespace
core/agents/sub_agents/data_ingestion_agent.py:24:1: W293 blank line contains whitespace
core/agents/sub_agents/data_ingestion_agent.py:111:10: W292 no newline at end of file
core/agents/sub_agents/financial_document_agent.py:4:1: F401 'typing.Optional' imported but unused
core/agents/sub_agents/financial_document_agent.py:11:1: E302 expected 2 blank lines, found 1
core/agents/sub_agents/financial_document_agent.py:57:13: F841 local variable 'raw_text' is assigned to but never used
core/agents/sub_agents/financial_news_sub_agent.py:4:1: E302 expected 2 blank lines, found 1
core/agents/sub_agents/git_repo_sub_agent.py:5:1: E302 expected 2 blank lines, found 1
core/agents/sub_agents/git_repo_sub_agent.py:42:32: W292 no newline at end of file
core/agents/sub_agents/internal_systems_agent.py:7:1: E302 expected 2 blank lines, found 1
core/agents/sub_agents/market_alternative_data_agent.py:7:1: E302 expected 2 blank lines, found 1
core/agents/supply_chain_risk_agent.py:1:1: E265 block comment should start with '# '
core/agents/supply_chain_risk_agent.py:9:1: E302 expected 2 blank lines, found 1
core/agents/supply_chain_risk_agent.py:181:1: E305 expected 2 blank lines after class or function definition, found 1
core/agents/supply_chain_risk_agent.py:200:1: W293 blank line contains whitespace
core/agents/technical_analyst_agent.py:2:1: F401 'numpy as np' imported but unused
core/agents/technical_analyst_agent.py:4:1: F401 'sklearn.model_selection.train_test_split' imported but unused
core/agents/technical_analyst_agent.py:5:1: E265 block comment should start with '# '
core/agents/technical_analyst_agent.py:7:1: E302 expected 2 blank lines, found 1
core/agents/technical_analyst_agent.py:26:9: E265 block comment should start with '# '
core/agents/technical_analyst_agent.py:45:9: E265 block comment should start with '# '
core/agents/technical_analyst_agent.py:50:9: E265 block comment should start with '# '
core/agents/technical_analyst_agent.py:51:16: F821 undefined name 'rsi'
core/agents/technical_analyst_agent.py:54:9: E265 block comment should start with '# '
core/agents/technical_analyst_agent.py:55:16: F821 undefined name 'features'
core/agents/technical_analyst_agent.py:55:26: F821 undefined name 'labels'
core/agents/technical_analyst_agent.py:58:9: E265 block comment should start with '# '
core/agents/technical_analyst_agent.py:59:16: F821 undefined name 'model'
core/agents/technical_analyst_agent.py:62:9: E265 block comment should start with '# '
core/agents/templates/v23_template_agent.py:2:1: F401 'json' imported but unused
core/agents/templates/v23_template_agent.py:3:1: F401 'typing.List' imported but unused
core/agents/templates/v23_template_agent.py:3:1: F401 'typing.Optional' imported but unused
core/agents/templates/v23_template_agent.py:8:1: F401 'core.utils.agent_utils.parse_json_garbage' imported but unused
core/agents/templates/v23_template_agent.py:12:1: E302 expected 2 blank lines, found 1
core/agents/templates/v23_template_agent.py:15:1: W293 blank line contains whitespace
core/agents/templates/v23_template_agent.py:26:1: W293 blank line contains whitespace
core/agents/templates/v23_template_agent.py:35:1: W293 blank line contains whitespace
core/agents/templates/v23_template_agent.py:42:1: W293 blank line contains whitespace
core/agents/templates/v23_template_agent.py:45:1: W293 blank line contains whitespace
core/agents/templates/v23_template_agent.py:50:1: W293 blank line contains whitespace
core/agents/templates/v23_template_agent.py:55:1: W293 blank line contains whitespace
core/agents/templates/v23_template_agent.py:59:1: W293 blank line contains whitespace
core/agents/templates/v23_template_agent.py:66:1: W293 blank line contains whitespace
core/agents/templates/v23_template_agent.py:71:1: W293 blank line contains whitespace
core/agents/templates/v23_template_agent.py:99:9: F841 local variable 'query' is assigned to but never used
core/agents/templates/v23_template_agent.py:113:1: W293 blank line contains whitespace
core/agents/templates/v23_template_agent.py:120:1: W293 blank line contains whitespace
core/analysis/complexity_formula.py:6:1: F401 'math' imported but unused
core/analysis/complexity_formula.py:8:1: F401 'typing.Union' imported but unused
core/analysis/complexity_formula.py:10:1: E302 expected 2 blank lines, found 1
core/analysis/complexity_formula.py:18:1: E302 expected 2 blank lines, found 1
core/analysis/complexity_formula.py:52:27: E128 continuation line under-indented for visual indent
core/analysis/complexity_formula.py:53:27: E128 continuation line under-indented for visual indent
core/analysis/complexity_formula.py:84:1: E302 expected 2 blank lines, found 1
core/analysis/complexity_formula.py:113:36: E261 at least two spaces before inline comment
core/analysis/complexity_formula.py:133:1: E305 expected 2 blank lines after class or function definition, found 1
core/analysis/counterfactual_engine.py:6:1: E302 expected 2 blank lines, found 1
core/analysis/forecasting/hybrid_model.py:4:1: F401 'numpy as np' imported but unused
core/analysis/forecasting/hybrid_model.py:10:1: E302 expected 2 blank lines, found 1
core/analysis/forecasting/hybrid_model.py:19:28: E261 at least two spaces before inline comment
core/analysis/forecasting/hybrid_model.py:23:1: E302 expected 2 blank lines, found 1
core/analysis/forecasting/hybrid_model.py:76:14: E114 indentation is not a multiple of 4 (comment)
core/analysis/forecasting/hybrid_model.py:76:14: E117 over-indented (comment)
core/analysis/forecasting/hybrid_model.py:77:14: E114 indentation is not a multiple of 4 (comment)
core/analysis/forecasting/hybrid_model.py:77:14: E117 over-indented (comment)
core/analysis/forecasting/hybrid_model.py:78:14: E114 indentation is not a multiple of 4 (comment)
core/analysis/forecasting/hybrid_model.py:78:14: E117 over-indented (comment)
core/analysis/forecasting/hybrid_model.py:79:14: E111 indentation is not a multiple of 4
core/analysis/forecasting/hybrid_model.py:79:14: E117 over-indented
core/analysis/forecasting/hybrid_model.py:87:14: E111 indentation is not a multiple of 4
core/analysis/forecasting/hybrid_model.py:87:14: E117 over-indented
core/analysis/fundamental_analysis.py:3:1: F401 'pandas as pd' imported but unused
core/analysis/fundamental_analysis.py:5:1: F401 'langchain.agents.Tool' imported but unused
core/analysis/fundamental_analysis.py:10:1: E302 expected 2 blank lines, found 0
core/analysis/fundamental_analysis.py:10:2: F821 undefined name 'tool'
core/analysis/fundamental_analysis.py:22:1: E305 expected 2 blank lines after class or function definition, found 1
core/analysis/fundamental_analysis.py:27:1: E302 expected 2 blank lines, found 1
core/analysis/fundamental_analysis.py:69:121: E501 line too long (126 > 120 characters)
core/analysis/fundamental_analysis.py:71:121: E501 line too long (132 > 120 characters)
core/analysis/fundamental_analysis.py:252:121: E501 line too long (124 > 120 characters)
core/analysis/fundamental_analysis.py:284:121: E501 line too long (133 > 120 characters)
core/analysis/fundamental_analysis.py:289:121: E501 line too long (124 > 120 characters)
core/analysis/risk_assessment.py:4:1: F401 'scipy.stats.norm' imported but unused
core/analysis/risk_assessment.py:5:1: F401 'pandas as pd' imported but unused
core/analysis/risk_assessment.py:7:1: F401 'datetime.datetime' imported but unused
core/analysis/risk_assessment.py:9:1: E302 expected 2 blank lines, found 1
core/analysis/risk_assessment.py:11:72: W291 trailing whitespace
core/analysis/risk_assessment.py:12:75: W291 trailing whitespace
core/analysis/risk_assessment.py:22:83: W291 trailing whitespace
core/analysis/risk_assessment.py:24:81: W291 trailing whitespace
core/analysis/risk_assessment.py:127:121: E501 line too long (122 > 120 characters)
core/analysis/risk_assessment.py:153:87: W291 trailing whitespace
core/analysis/risk_assessment.py:157:121: E501 line too long (125 > 120 characters)
core/analysis/risk_assessment.py:158:121: E501 line too long (125 > 120 characters)
core/analysis/risk_assessment.py:159:1: W293 blank line contains whitespace
core/analysis/risk_assessment.py:171:73: W291 trailing whitespace
core/analysis/risk_assessment.py:185:121: E501 line too long (127 > 120 characters)
core/analysis/risk_assessment.py:212:1: W293 blank line contains whitespace
core/analysis/risk_assessment.py:216:121: E501 line too long (148 > 120 characters)
core/analysis/technical_analysis.py:15:1: E302 expected 2 blank lines, found 1
core/analysis/technical_analysis.py:19:1: W293 blank line contains whitespace
core/analysis/technical_analysis.py:102:121: E501 line too long (123 > 120 characters)
core/analysis/technical_analysis.py:133:9: E303 too many blank lines (2)
core/analysis/trading_logic.py:4:1: E302 expected 2 blank lines, found 1
core/analysis/trading_logic.py:24:121: E501 line too long (133 > 120 characters)
core/analysis/xai/shap_explainer.py:5:1: E302 expected 2 blank lines, found 1
core/api.py:16:1: E302 expected 2 blank lines, found 1
core/api.py:57:1: E305 expected 2 blank lines after class or function definition, found 1
core/api/deps.py:5:1: E302 expected 2 blank lines, found 1
core/api/main.py:5:1: E302 expected 2 blank lines, found 1
core/api/main.py:22:1: E302 expected 2 blank lines, found 1
core/api/main.py:26:1: E302 expected 2 blank lines, found 1
core/api/main.py:30:1: E305 expected 2 blank lines after class or function definition, found 1
core/api/routers/agents.py:8:1: E302 expected 2 blank lines, found 1
core/api/routers/agents.py:21:1: E302 expected 2 blank lines, found 1
core/api/schemas.py:4:1: E302 expected 2 blank lines, found 1
core/api/schemas.py:8:1: E302 expected 2 blank lines, found 1
core/api/server.py:4:1: F401 'asyncio' imported but unused
core/api/server.py:11:1: E402 module level import not at top of file
core/api/server.py:45:1: E302 expected 2 blank lines, found 1
core/api/server.py:50:1: E302 expected 2 blank lines, found 1
core/api/server.py:75:1: E302 expected 2 blank lines, found 1
core/api/server.py:79:1: E302 expected 2 blank lines, found 1
core/api/server.py:83:1: E302 expected 2 blank lines, found 1
core/api/server.py:94:1: E302 expected 2 blank lines, found 1
core/api/server.py:99:121: E501 line too long (179 > 120 characters)
core/api/server.py:100:16: E261 at least two spaces before inline comment
core/api/server.py:116:14: E111 indentation is not a multiple of 4
core/api/server.py:116:14: E117 over-indented
core/api/server.py:118:14: E111 indentation is not a multiple of 4
core/api/server.py:118:14: E117 over-indented
core/capability_monitoring/module.py:15:1: E302 expected 2 blank lines, found 1
core/capability_monitoring/module.py:83:121: E501 line too long (123 > 120 characters)
core/capability_monitoring/module.py:85:121: E501 line too long (125 > 120 characters)
core/capability_monitoring/module.py:124:5: E301 expected 1 blank line, found 0
core/capability_monitoring/module.py:126:5: E301 expected 1 blank line, found 0
core/capability_monitoring/module.py:130:1: E302 expected 2 blank lines, found 1
core/capability_monitoring/module.py:131:11: F541 f-string is missing placeholders
core/capability_monitoring/module.py:133:11: F541 f-string is missing placeholders
core/capability_monitoring/module.py:134:11: F541 f-string is missing placeholders
core/capability_monitoring/module.py:138:1: E305 expected 2 blank lines after class or function definition, found 1
core/data_access/api_source.py:20:5: E303 too many blank lines (2)
core/data_access/api_source.py:26:21: E261 at least two spaces before inline comment
core/data_access/api_source.py:35:5: E303 too many blank lines (2)
core/data_access/base_data_source.py:6:1: E302 expected 2 blank lines, found 1
core/data_access/base_data_source.py:26:7: E111 indentation is not a multiple of 4
core/data_access/base_data_source.py:27:7: E111 indentation is not a multiple of 4
core/data_access/json_file_source.py:11:1: E302 expected 2 blank lines, found 1
core/data_access/json_file_source.py:36:5: E303 too many blank lines (2)
core/data_access/json_file_source.py:48:11: E111 indentation is not a multiple of 4
core/data_access/json_file_source.py:58:11: E111 indentation is not a multiple of 4
core/data_access/json_file_source.py:64:5: E303 too many blank lines (2)
core/data_access/lakehouse_connector.py:2:1: F401 'typing.Any' imported but unused
core/data_access/lakehouse_connector.py:7:1: E302 expected 2 blank lines, found 1
core/data_access/lakehouse_connector.py:29:13: F841 local variable 'e' is assigned to but never used
core/data_access/lakehouse_connector.py:45:14: E111 indentation is not a multiple of 4
core/data_access/lakehouse_connector.py:45:14: E117 over-indented
core/data_access/lakehouse_connector.py:57:9: E722 do not use bare 'except'
core/data_processing/ingestion/xbrl/parser.py:11:1: F401 'typing.Optional' imported but unused
core/data_processing/ingestion/xbrl/parser.py:13:1: E302 expected 2 blank lines, found 1
core/data_processing/ingestion/xbrl/parser.py:35:1: W293 blank line contains whitespace
core/data_processing/ingestion/xbrl/parser.py:37:1: W293 blank line contains whitespace
core/data_processing/ingestion/xbrl/parser.py:41:43: E261 at least two spaces before inline comment
core/data_processing/ingestion/xbrl/parser.py:42:40: E261 at least two spaces before inline comment
core/data_processing/ingestion/xbrl/parser.py:43:1: W293 blank line contains whitespace
core/data_processing/ingestion/xbrl/parser.py:51:1: W293 blank line contains whitespace
core/data_processing/ingestion/xbrl/parser.py:62:1: E305 expected 2 blank lines after class or function definition, found 1
core/data_processing/sequential_pipeline.py:4:1: F401 'hashlib' imported but unused
core/data_processing/sequential_pipeline.py:8:1: F401 'dataclasses.asdict' imported but unused
core/data_processing/sequential_pipeline.py:11:1: F401 'core.data_processing.utils.GoldStandardArtifact' imported but unused
core/data_processing/sequential_pipeline.py:11:1: F401 'core.data_processing.utils.ArtifactType' imported but unused
core/data_processing/sequential_pipeline.py:22:1: E302 expected 2 blank lines, found 1
core/data_processing/sequential_pipeline.py:29:39: E261 at least two spaces before inline comment
core/data_processing/sequential_pipeline.py:30:29: E261 at least two spaces before inline comment
core/data_processing/sequential_pipeline.py:37:1: E302 expected 2 blank lines, found 1
core/data_processing/sequential_pipeline.py:81:1: E302 expected 2 blank lines, found 1
core/data_processing/sequential_pipeline.py:111:14: E111 indentation is not a multiple of 4
core/data_processing/sequential_pipeline.py:111:14: E117 over-indented
core/data_processing/sequential_pipeline.py:118:1: E302 expected 2 blank lines, found 1
core/data_processing/sequential_pipeline.py:150:1: E302 expected 2 blank lines, found 1
core/data_processing/sequential_pipeline.py:186:1: E305 expected 2 blank lines after class or function definition, found 1
core/data_processing/synthetic_data_factory.py:1:1: F401 'time' imported but unused
core/data_processing/synthetic_data_factory.py:2:1: F401 'random' imported but unused
core/data_processing/synthetic_data_factory.py:5:1: E302 expected 2 blank lines, found 1
core/data_processing/synthetic_data_factory.py:81:121: E501 line too long (161 > 120 characters)
core/data_processing/universal_ingestor.py:4:1: F401 'glob' imported but unused
core/data_processing/universal_ingestor.py:6:1: F401 'typing.Optional' imported but unused
core/data_processing/universal_ingestor.py:12:1: E302 expected 2 blank lines, found 1
core/data_processing/universal_ingestor.py:39:20: E261 at least two spaces before inline comment
core/data_processing/universal_ingestor.py:47:49: E701 multiple statements on one line (colon)
core/data_processing/universal_ingestor.py:48:52: E701 multiple statements on one line (colon)
core/data_processing/universal_ingestor.py:49:29: E701 multiple statements on one line (colon)
core/data_processing/universal_ingestor.py:61:33: E701 multiple statements on one line (colon)
core/data_processing/universal_ingestor.py:66:28: E701 multiple statements on one line (colon)
core/data_processing/universal_ingestor.py:67:29: E701 multiple statements on one line (colon)
core/data_processing/universal_ingestor.py:70:31: E701 multiple statements on one line (colon)
core/data_processing/universal_ingestor.py:70:45: E261 at least two spaces before inline comment
core/data_processing/universal_ingestor.py:71:32: E701 multiple statements on one line (colon)
core/data_processing/universal_ingestor.py:71:46: E261 at least two spaces before inline comment
core/data_processing/universal_ingestor.py:75:63: E701 multiple statements on one line (colon)
core/data_processing/universal_ingestor.py:76:39: E701 multiple statements on one line (colon)
core/data_processing/universal_ingestor.py:115:31: E261 at least two spaces before inline comment
core/data_processing/universal_ingestor.py:118:36: E261 at least two spaces before inline comment
core/data_processing/universal_ingestor.py:122:41: E261 at least two spaces before inline comment
core/data_processing/universal_ingestor.py:138:1: E302 expected 2 blank lines, found 1
core/data_processing/universal_ingestor.py:146:1: E302 expected 2 blank lines, found 1
core/data_processing/universal_ingestor.py:181:1: E302 expected 2 blank lines, found 1
core/data_processing/universal_ingestor.py:218:17: E261 at least two spaces before inline comment
core/data_processing/universal_ingestor.py:235:9: F841 local variable 'e' is assigned to but never used
core/data_processing/universal_ingestor.py:246:23: E261 at least two spaces before inline comment
core/data_processing/universal_ingestor.py:261:14: E111 indentation is not a multiple of 4
core/data_processing/universal_ingestor.py:261:14: E117 over-indented
core/data_processing/universal_ingestor.py:280:17: E722 do not use bare 'except'
core/data_processing/universal_ingestor.py:372:9: F841 local variable 'e' is assigned to but never used
core/data_processing/universal_ingestor.py:386:1: E305 expected 2 blank lines after class or function definition, found 1
core/data_processing/universal_ingestor.py:389:36: E261 at least two spaces before inline comment
core/data_processing/universal_ingestor_v2.py:7:1: F401 'datetime.datetime' imported but unused
core/data_processing/universal_ingestor_v2.py:11:1: F401 'core.data_processing.utils.ArtifactType' imported but unused
core/data_processing/universal_ingestor_v2.py:28:1: E302 expected 2 blank lines, found 1
core/data_processing/universal_ingestor_v2.py:34:1: W293 blank line contains whitespace
core/data_processing/universal_ingestor_v2.py:40:50: E261 at least two spaces before inline comment
core/data_processing/universal_ingestor_v2.py:51:13: E722 do not use bare 'except'
core/data_processing/universal_ingestor_v2.py:51:19: E701 multiple statements on one line (colon)
core/data_processing/universal_ingestor_v2.py:69:17: F841 local variable 'current_hash' is assigned to but never used
core/data_processing/universal_ingestor_v2.py:70:1: W293 blank line contains whitespace
core/data_processing/universal_ingestor_v2.py:71:84: W291 trailing whitespace
core/data_processing/universal_ingestor_v2.py:73:79: W291 trailing whitespace
core/data_processing/universal_ingestor_v2.py:75:1: W293 blank line contains whitespace
core/data_processing/universal_ingestor_v2.py:78:1: W293 blank line contains whitespace
core/data_processing/universal_ingestor_v2.py:80:1: W293 blank line contains whitespace
core/data_processing/universal_ingestor_v2.py:87:1: W293 blank line contains whitespace
core/data_processing/universal_ingestor_v2.py:91:1: W293 blank line contains whitespace
core/data_processing/universal_ingestor_v2.py:111:1: W293 blank line contains whitespace
core/data_processing/universal_ingestor_v2.py:121:1: W293 blank line contains whitespace
core/data_processing/universal_ingestor_v2.py:123:1: W293 blank line contains whitespace
core/data_processing/universal_ingestor_v2.py:127:1: W293 blank line contains whitespace
core/data_processing/universal_ingestor_v2.py:131:1: W293 blank line contains whitespace
core/data_processing/universal_ingestor_v2.py:134:1: E305 expected 2 blank lines after class or function definition, found 1
core/data_processing/universal_ingestor_v2.py:136:121: E501 line too long (124 > 120 characters)
core/data_processing/universal_ingestor_v2.py:139:1: W293 blank line contains whitespace
core/data_processing/universal_ingestor_v2.py:141:1: W293 blank line contains whitespace
core/data_processing/utils.py:8:1: F401 'typing.List' imported but unused
core/data_processing/utils.py:18:1: E302 expected 2 blank lines, found 1
core/data_processing/utils.py:27:1: E302 expected 2 blank lines, found 1
core/data_processing/utils.py:45:1: E302 expected 2 blank lines, found 1
core/data_processing/utils.py:69:20: E701 multiple statements on one line (colon)
core/data_processing/utils.py:82:29: E701 multiple statements on one line (colon)
core/data_processing/utils.py:83:52: E701 multiple statements on one line (colon)
core/data_processing/utils.py:90:32: E701 multiple statements on one line (colon)
core/data_processing/utils.py:97:28: E701 multiple statements on one line (colon)
core/data_processing/utils.py:105:63: E701 multiple statements on one line (colon)
core/data_processing/utils.py:106:39: E701 multiple statements on one line (colon)
core/data_processing/utils.py:130:1: E302 expected 2 blank lines, found 1
core/data_processing/utils.py:164:32: E701 multiple statements on one line (colon)
core/data_processing/utils.py:165:13: E722 do not use bare 'except'
core/data_processing/utils.py:165:19: E701 multiple statements on one line (colon)
core/data_processing/utils.py:167:20: E701 multiple statements on one line (colon)
core/data_processing/utils.py:189:40: E701 multiple statements on one line (colon)
core/data_processing/utils.py:190:46: E701 multiple statements on one line (colon)
core/data_processing/utils.py:215:25: E701 multiple statements on one line (colon)
core/data_sources/data_fetcher.py:13:1: F401 'typing.Optional' imported but unused
core/data_sources/data_fetcher.py:19:1: E302 expected 2 blank lines, found 1
core/data_sources/data_fetcher.py:87:121: E501 line too long (123 > 120 characters)
core/data_sources/data_fetcher.py:184:24: E127 continuation line over-indented for visual indent
core/data_sources/data_fetcher.py:308:27: E701 multiple statements on one line (colon)
core/data_sources/data_fetcher.py:311:18: E114 indentation is not a multiple of 4 (comment)
core/data_sources/data_fetcher.py:311:18: E117 over-indented (comment)
core/data_sources/data_fetcher.py:312:18: E111 indentation is not a multiple of 4
core/data_sources/data_fetcher.py:312:18: E117 over-indented
core/data_sources/data_fetcher.py:314:18: E111 indentation is not a multiple of 4
core/data_sources/data_fetcher.py:314:18: E117 over-indented
core/data_sources/data_sources.py:3:1: F401 'requests' imported but unused
core/data_sources/data_sources.py:4:1: F401 'textblob.TextBlob' imported but unused
core/data_sources/data_sources.py:6:15: E261 at least two spaces before inline comment
core/data_sources/data_sources.py:7:49: E261 at least two spaces before inline comment
core/data_sources/data_sources.py:8:1: E265 block comment should start with '# '
core/data_sources/data_sources.py:10:1: E302 expected 2 blank lines, found 1
core/data_sources/data_sources.py:13:29: E261 at least two spaces before inline comment
core/data_sources/data_sources.py:21:121: E501 line too long (125 > 120 characters)
core/data_sources/data_sources.py:23:121: E501 line too long (148 > 120 characters)
core/data_sources/data_sources.py:25:1: W293 blank line contains whitespace
core/data_sources/data_sources.py:26:9: E265 block comment should start with '# '
core/data_sources/data_sources.py:45:13: E265 block comment should start with '# '
core/data_sources/data_sources.py:47:9: E265 block comment should start with '# '
core/data_sources/data_sources.py:48:16: F821 undefined name 'headlines'
core/data_sources/data_sources.py:51:9: E265 block comment should start with '# '
core/data_sources/data_sources.py:55:9: E265 block comment should start with '# '
core/data_sources/data_sources.py:59:9: E265 block comment should start with '# '
core/data_sources/data_sources.py:63:9: E265 block comment should start with '# '
core/data_sources/data_sources.py:67:9: E265 block comment should start with '# '
core/data_sources/data_sources.py:70:5: E265 block comment should start with '# '
core/data_sources/data_sources.py:73:9: E265 block comment should start with '# '
core/data_sources/data_sources.py:77:9: E265 block comment should start with '# '
core/data_sources/data_sources.py:80:5: E265 block comment should start with '# '
core/data_sources/financial_news_api.py:3:1: F401 'requests' imported but unused
core/data_sources/financial_news_api.py:4:1: F401 'textblob.TextBlob' imported but unused
core/data_sources/financial_news_api.py:5:15: E261 at least two spaces before inline comment
core/data_sources/financial_news_api.py:6:49: E261 at least two spaces before inline comment
core/data_sources/financial_news_api.py:8:1: E302 expected 2 blank lines, found 1
core/data_sources/financial_news_api.py:15:23: E261 at least two spaces before inline comment
core/data_sources/financial_news_api.py:20:17: E265 block comment should start with '# '
core/data_sources/financial_news_api.py:21:17: E265 block comment should start with '# '
core/data_sources/financial_news_api.py:22:17: E265 block comment should start with '# '
core/data_sources/financial_news_api.py:23:121: E501 line too long (148 > 120 characters)
core/data_sources/financial_news_api.py:25:121: E501 line too long (122 > 120 characters)
core/data_sources/financial_news_api.py:28:1: W293 blank line contains whitespace
core/data_sources/financial_news_api.py:32:17: E265 block comment should start with '# '
core/data_sources/financial_news_api.py:33:17: E265 block comment should start with '# '
core/data_sources/financial_news_api.py:34:17: E265 block comment should start with '# '
core/data_sources/financial_news_api.py:35:121: E501 line too long (146 > 120 characters)
core/data_sources/financial_news_api.py:40:1: W293 blank line contains whitespace
core/data_sources/financial_news_api.py:41:9: E265 block comment should start with '# '
core/data_sources/financial_news_api.py:45:29: E261 at least two spaces before inline comment
core/data_sources/financial_news_api.py:50:17: E265 block comment should start with '# '
core/data_sources/financial_news_api.py:51:17: E265 block comment should start with '# '
core/data_sources/financial_news_api.py:52:121: E501 line too long (168 > 120 characters)
core/data_sources/financial_news_api.py:61:17: E265 block comment should start with '# '
core/data_sources/financial_news_api.py:62:17: E265 block comment should start with '# '
core/data_sources/financial_news_api.py:63:121: E501 line too long (166 > 120 characters)
core/data_sources/financial_news_api.py:68:1: W293 blank line contains whitespace
core/data_sources/financial_news_api.py:69:9: E265 block comment should start with '# '
core/data_sources/financial_news_api.py:72:1: E302 expected 2 blank lines, found 1
core/data_sources/financial_news_api.py:76:121: E501 line too long (125 > 120 characters)
core/data_sources/financial_news_api.py:77:121: E501 line too long (126 > 120 characters)
core/data_sources/financial_news_api.py:83:121: E501 line too long (133 > 120 characters)
core/data_sources/financial_news_api.py:85:121: E501 line too long (124 > 120 characters)
core/data_sources/government_stats_api.py:4:1: F401 'pandas as pd' imported but unused
core/data_sources/government_stats_api.py:5:15: E261 at least two spaces before inline comment
core/data_sources/government_stats_api.py:6:49: E261 at least two spaces before inline comment
core/data_sources/government_stats_api.py:8:1: E302 expected 2 blank lines, found 1
core/data_sources/government_stats_api.py:12:29: W291 trailing whitespace
core/data_sources/government_stats_api.py:15:24: E261 at least two spaces before inline comment
core/data_sources/government_stats_api.py:19:24: E261 at least two spaces before inline comment
core/data_sources/government_stats_api.py:24:121: E501 line too long (143 > 120 characters)
core/data_sources/government_stats_api.py:26:17: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:29:121: E501 line too long (143 > 120 characters)
core/data_sources/government_stats_api.py:30:17: F841 local variable 'response' is assigned to but never used
core/data_sources/government_stats_api.py:31:17: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:32:9: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:36:24: E261 at least two spaces before inline comment
core/data_sources/government_stats_api.py:40:24: E261 at least two spaces before inline comment
core/data_sources/government_stats_api.py:45:121: E501 line too long (149 > 120 characters)
core/data_sources/government_stats_api.py:46:17: F841 local variable 'response' is assigned to but never used
core/data_sources/government_stats_api.py:47:17: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:50:17: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:52:9: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:56:24: E261 at least two spaces before inline comment
core/data_sources/government_stats_api.py:60:24: E261 at least two spaces before inline comment
core/data_sources/government_stats_api.py:65:121: E501 line too long (153 > 120 characters)
core/data_sources/government_stats_api.py:66:17: F841 local variable 'response' is assigned to but never used
core/data_sources/government_stats_api.py:67:17: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:70:17: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:72:9: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:76:9: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:77:9: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:81:9: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:82:9: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:86:9: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:87:9: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:91:9: E265 block comment should start with '# '
core/data_sources/government_stats_api.py:94:5: E265 block comment should start with '# '
core/data_sources/market_data_api.py:4:1: F401 'pandas as pd' imported but unused
core/data_sources/market_data_api.py:5:15: E261 at least two spaces before inline comment
core/data_sources/market_data_api.py:6:49: E261 at least two spaces before inline comment
core/data_sources/market_data_api.py:8:1: E302 expected 2 blank lines, found 1
core/data_sources/market_data_api.py:15:26: E261 at least two spaces before inline comment
core/data_sources/market_data_api.py:29:121: E501 line too long (192 > 120 characters)
core/data_sources/market_data_api.py:39:121: E501 line too long (218 > 120 characters)
core/data_sources/market_data_api.py:52:121: E501 line too long (132 > 120 characters)
core/data_sources/market_data_api.py:58:121: E501 line too long (250 > 120 characters)
core/data_sources/market_data_api.py:60:121: E501 line too long (156 > 120 characters)
core/data_sources/market_data_api.py:63:121: E501 line too long (122 > 120 characters)
core/data_sources/market_data_api.py:67:121: E501 line too long (149 > 120 characters)
core/data_sources/market_data_api.py:73:121: E501 line too long (143 > 120 characters)
core/data_sources/market_data_api.py:74:121: E501 line too long (127 > 120 characters)
core/data_sources/market_data_api.py:77:121: E501 line too long (347 > 120 characters)
core/data_sources/market_data_api.py:79:121: E501 line too long (155 > 120 characters)
core/data_sources/market_data_api.py:82:121: E501 line too long (122 > 120 characters)
core/data_sources/market_data_api.py:84:9: E265 block comment should start with '# '
core/data_sources/market_data_api.py:88:9: E265 block comment should start with '# '
core/data_sources/market_data_api.py:89:9: E265 block comment should start with '# '
core/data_sources/market_data_api.py:93:9: E265 block comment should start with '# '
core/data_sources/market_data_api.py:96:5: E265 block comment should start with '# '
core/data_sources/political_landscape.py:9:1: F401 'typing.Optional' imported but unused
core/data_sources/political_landscape.py:10:1: F401 'datetime' imported but unused
core/data_sources/political_landscape.py:16:1: E302 expected 2 blank lines, found 1
core/data_sources/political_landscape.py:26:69: E261 at least two spaces before inline comment
core/data_sources/political_landscape.py:193:33: E261 at least two spaces before inline comment
core/data_sources/political_landscape.py:198:121: E501 line too long (151 > 120 characters)
core/data_sources/political_landscape.py:212:35: E261 at least two spaces before inline comment
core/data_sources/political_landscape.py:223:121: E501 line too long (151 > 120 characters)
core/data_sources/political_landscape.py:241:18: E111 indentation is not a multiple of 4
core/data_sources/political_landscape.py:241:18: E117 over-indented
core/data_sources/political_landscape.py:253:1: E305 expected 2 blank lines after class or function definition, found 1
core/data_sources/prediction_market_api.py:4:1: E302 expected 2 blank lines, found 1
core/data_sources/social_media_api.py:9:15: E261 at least two spaces before inline comment
core/data_sources/social_media_api.py:10:49: E261 at least two spaces before inline comment
core/data_sources/social_media_api.py:11:1: E265 block comment should start with '# '
core/data_sources/social_media_api.py:13:1: E302 expected 2 blank lines, found 1
core/data_sources/social_media_api.py:16:29: E261 at least two spaces before inline comment
core/data_sources/social_media_api.py:24:121: E501 line too long (125 > 120 characters)
core/data_sources/social_media_api.py:26:121: E501 line too long (133 > 120 characters)
core/data_sources/social_media_api.py:28:1: W293 blank line contains whitespace
core/data_sources/social_media_api.py:29:9: E265 block comment should start with '# '
core/data_sources/social_media_api.py:47:9: E265 block comment should start with '# '
core/data_sources/social_media_api.py:51:9: E265 block comment should start with '# '
core/data_sources/social_media_api.py:55:9: E265 block comment should start with '# '
core/data_sources/social_media_api.py:82:9: E265 block comment should start with '# '
core/data_sources/social_media_api.py:83:9: E265 block comment should start with '# '
core/data_sources/social_media_api.py:84:9: E265 block comment should start with '# '
core/data_sources/social_media_api.py:88:9: E265 block comment should start with '# '
core/data_sources/social_media_api.py:89:9: E265 block comment should start with '# '
core/data_sources/social_media_api.py:90:9: E265 block comment should start with '# '
core/data_sources/social_media_api.py:93:5: E265 block comment should start with '# '
core/data_sources/social_media_api.py:98:1: E302 expected 2 blank lines, found 1
core/data_sources/yfinance_market_data.py:3:1: F401 'pandas as pd' imported but unused
core/data_sources/yfinance_market_data.py:5:1: F401 'typing.Optional' imported but unused
core/data_sources/yfinance_market_data.py:9:1: E302 expected 2 blank lines, found 1
core/data_sources/yfinance_market_data.py:28:18: E111 indentation is not a multiple of 4
core/data_sources/yfinance_market_data.py:28:18: E117 over-indented
core/data_sources/yfinance_market_data.py:29:18: E111 indentation is not a multiple of 4
core/embeddings/base_embedding_model.py:3:1: E302 expected 2 blank lines, found 1
core/embeddings/models/dummy_embedding_model.py:5:1: E302 expected 2 blank lines, found 1
core/embeddings/models/dummy_embedding_model.py:21:94: E261 at least two spaces before inline comment
core/embeddings/models/dummy_embedding_model.py:21:121: E501 line too long (126 > 120 characters)
core/embeddings/models/dummy_embedding_model.py:31:1: E305 expected 2 blank lines after class or function definition, found 1
core/embeddings/models/openai_embedding_model.py:9:1: E302 expected 2 blank lines, found 1
core/embeddings/models/openai_embedding_model.py:17:40: E261 at least two spaces before inline comment
core/embeddings/models/openai_embedding_model.py:38:21: E261 at least two spaces before inline comment
core/embeddings/models/openai_embedding_model.py:54:92: E261 at least two spaces before inline comment
core/embeddings/models/openai_embedding_model.py:59:46: E261 at least two spaces before inline comment
core/embeddings/models/openai_embedding_model.py:61:1: E305 expected 2 blank lines after class or function definition, found 1
core/embeddings/models/openai_embedding_model.py:64:49: E261 at least two spaces before inline comment
core/engine/__init__.py:12:121: E501 line too long (131 > 120 characters)
core/engine/agent_adapters.py:9:1: F401 'json' imported but unused
core/engine/agent_adapters.py:22:1: E302 expected 2 blank lines, found 1
core/engine/agent_adapters.py:34:49: W291 trailing whitespace
core/engine/agent_adapters.py:37:41: W291 trailing whitespace
core/engine/agent_adapters.py:38:38: W291 trailing whitespace
core/engine/agent_adapters.py:40:121: E501 line too long (128 > 120 characters)
core/engine/agent_adapters.py:44:35: W291 trailing whitespace
core/engine/agent_adapters.py:45:121: E501 line too long (130 > 120 characters)
core/engine/agent_adapters.py:48:121: E501 line too long (136 > 120 characters)
core/engine/agent_adapters.py:52:32: W291 trailing whitespace
core/engine/agent_adapters.py:54:75: W291 trailing whitespace
core/engine/agent_adapters.py:56:33: W291 trailing whitespace
core/engine/agent_adapters.py:57:73: W291 trailing whitespace
core/engine/agent_adapters.py:62:1: E302 expected 2 blank lines, found 1
core/engine/agent_adapters.py:68:1: W293 blank line contains whitespace
core/engine/agent_adapters.py:72:1: W293 blank line contains whitespace
core/engine/agent_adapters.py:79:18: E111 indentation is not a multiple of 4
core/engine/agent_adapters.py:79:18: E117 over-indented
core/engine/agent_adapters.py:79:121: E501 line too long (125 > 120 characters)
core/engine/agent_adapters.py:82:1: E302 expected 2 blank lines, found 1
core/engine/agent_adapters.py:87:1: W293 blank line contains whitespace
core/engine/agent_adapters.py:90:32: W291 trailing whitespace
core/engine/agent_adapters.py:92:1: W293 blank line contains whitespace
core/engine/agent_adapters.py:95:82: W291 trailing whitespace
core/engine/agent_adapters.py:97:1: W293 blank line contains whitespace
core/engine/autonomous_self_improvement.py:12:1: F401 'random' imported but unused
core/engine/autonomous_self_improvement.py:17:1: E302 expected 2 blank lines, found 1
core/engine/autonomous_self_improvement.py:26:1: E302 expected 2 blank lines, found 1
core/engine/autonomous_self_improvement.py:72:24: E261 at least two spaces before inline comment
core/engine/autonomous_self_improvement.py:76:1: E302 expected 2 blank lines, found 1
core/engine/autonomous_self_improvement.py:93:1: W293 blank line contains whitespace
core/engine/autonomous_self_improvement.py:97:34: E261 at least two spaces before inline comment
core/engine/autonomous_self_improvement.py:104:1: W293 blank line contains whitespace
core/engine/autonomous_self_improvement.py:107:1: W293 blank line contains whitespace
core/engine/autonomous_self_improvement.py:110:32: E261 at least two spaces before inline comment
core/engine/autonomous_self_improvement.py:111:1: W293 blank line contains whitespace
core/engine/autonomous_self_improvement.py:114:1: W293 blank line contains whitespace
core/engine/crisis_simulation_graph.py:16:1: F401 'random' imported but unused
core/engine/crisis_simulation_graph.py:27:1: E302 expected 2 blank lines, found 1
core/engine/crisis_simulation_graph.py:33:46: E261 at least two spaces before inline comment
core/engine/crisis_simulation_graph.py:35:39: E261 at least two spaces before inline comment
core/engine/crisis_simulation_graph.py:37:41: E261 at least two spaces before inline comment
core/engine/crisis_simulation_graph.py:45:1: E302 expected 2 blank lines, found 1
core/engine/crisis_simulation_graph.py:52:20: E261 at least two spaces before inline comment
core/engine/crisis_simulation_graph.py:59:1: E302 expected 2 blank lines, found 1
core/engine/crisis_simulation_graph.py:72:1: E302 expected 2 blank lines, found 1
core/engine/crisis_simulation_graph.py:80:1: E302 expected 2 blank lines, found 1
core/engine/crisis_simulation_graph.py:89:1: E302 expected 2 blank lines, found 1
core/engine/crisis_simulation_graph.py:103:1: E302 expected 2 blank lines, found 1
core/engine/crisis_simulation_graph.py:131:1: E302 expected 2 blank lines, found 1
core/engine/crisis_simulation_graph.py:138:30: E261 at least two spaces before inline comment
core/engine/crisis_simulation_graph.py:142:35: E261 at least two spaces before inline comment
core/engine/crisis_simulation_graph.py:146:1: E302 expected 2 blank lines, found 1
core/engine/crisis_simulation_graph.py:167:1: E302 expected 2 blank lines, found 1
core/engine/crisis_simulation_graph.py:174:1: E302 expected 2 blank lines, found 1
core/engine/crisis_simulation_graph.py:198:51: E261 at least two spaces before inline comment
core/engine/crisis_simulation_graph.py:204:1: E305 expected 2 blank lines after class or function definition, found 1
core/engine/cyclical_reasoning_graph.py:12:1: F401 'logging' imported but unused
core/engine/cyclical_reasoning_graph.py:18:1: F401 'typing.List' imported but unused
core/engine/cyclical_reasoning_graph.py:26:5: F401 'core.vertical_risk_agent.generative_risk.MarketScenario' imported but unused
core/engine/cyclical_reasoning_graph.py:40:1: E302 expected 2 blank lines, found 1
core/engine/cyclical_reasoning_graph.py:97:1: E302 expected 2 blank lines, found 1
core/engine/cyclical_reasoning_graph.py:102:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:105:32: E261 at least two spaces before inline comment
core/engine/cyclical_reasoning_graph.py:107:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:120:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:125:1: E305 expected 2 blank lines after class or function definition, found 1
core/engine/cyclical_reasoning_graph.py:141:1: E302 expected 2 blank lines, found 1
core/engine/cyclical_reasoning_graph.py:148:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:169:1: E302 expected 2 blank lines, found 1
core/engine/cyclical_reasoning_graph.py:175:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:181:13: E722 do not use bare 'except'
core/engine/cyclical_reasoning_graph.py:183:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:185:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:199:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:205:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:216:1: E302 expected 2 blank lines, found 1
core/engine/cyclical_reasoning_graph.py:223:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:227:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:255:121: E501 line too long (148 > 120 characters)
core/engine/cyclical_reasoning_graph.py:263:45: E261 at least two spaces before inline comment
core/engine/cyclical_reasoning_graph.py:267:33: E261 at least two spaces before inline comment
core/engine/cyclical_reasoning_graph.py:278:1: E302 expected 2 blank lines, found 1
core/engine/cyclical_reasoning_graph.py:285:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:292:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:299:1: E302 expected 2 blank lines, found 1
core/engine/cyclical_reasoning_graph.py:307:1: E302 expected 2 blank lines, found 1
core/engine/cyclical_reasoning_graph.py:311:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:314:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:317:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:322:1: E302 expected 2 blank lines, found 1
core/engine/cyclical_reasoning_graph.py:324:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:330:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:334:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:344:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:347:1: W293 blank line contains whitespace
core/engine/cyclical_reasoning_graph.py:351:1: E305 expected 2 blank lines after class or function definition, found 1
core/engine/deep_dive_graph.py:2:1: F401 'typing.List' imported but unused
core/engine/deep_dive_graph.py:17:1: E302 expected 2 blank lines, found 1
core/engine/deep_dive_graph.py:57:1: E302 expected 2 blank lines, found 1
core/engine/deep_dive_graph.py:67:39: E261 at least two spaces before inline comment
core/engine/deep_dive_graph.py:72:61: E261 at least two spaces before inline comment
core/engine/deep_dive_graph.py:75:42: E261 at least two spaces before inline comment
core/engine/deep_dive_graph.py:88:1: E302 expected 2 blank lines, found 1
core/engine/deep_dive_graph.py:116:121: E501 line too long (156 > 120 characters)
core/engine/deep_dive_graph.py:123:33: E261 at least two spaces before inline comment
core/engine/deep_dive_graph.py:140:1: E302 expected 2 blank lines, found 1
core/engine/deep_dive_graph.py:154:121: E501 line too long (129 > 120 characters)
core/engine/deep_dive_graph.py:158:41: E261 at least two spaces before inline comment
core/engine/deep_dive_graph.py:177:44: E261 at least two spaces before inline comment
core/engine/deep_dive_graph.py:186:1: E302 expected 2 blank lines, found 1
core/engine/deep_dive_graph.py:202:38: E701 multiple statements on one line (colon)
core/engine/deep_dive_graph.py:203:40: E701 multiple statements on one line (colon)
core/engine/deep_dive_graph.py:209:42: E261 at least two spaces before inline comment
core/engine/deep_dive_graph.py:228:1: E302 expected 2 blank lines, found 1
core/engine/deep_dive_graph.py:247:5: E722 do not use bare 'except'
core/engine/deep_dive_graph.py:248:18: E261 at least two spaces before inline comment
core/engine/deep_dive_graph.py:269:121: E501 line too long (128 > 120 characters)
core/engine/deep_dive_graph.py:278:1: E302 expected 2 blank lines, found 1
core/engine/deep_dive_graph.py:299:1: E305 expected 2 blank lines after class or function definition, found 1
core/engine/entity_utils.py:1:1: F401 'typing.Literal' imported but unused
core/engine/entity_utils.py:6:1: E302 expected 2 blank lines, found 1
core/engine/entity_utils.py:13:121: E501 line too long (123 > 120 characters)
core/engine/entity_utils.py:17:1: E302 expected 2 blank lines, found 1
core/engine/entity_utils.py:23:22: E261 at least two spaces before inline comment
core/engine/esg_graph.py:22:1: E302 expected 2 blank lines, found 1
core/engine/esg_graph.py:31:1: E302 expected 2 blank lines, found 1
core/engine/esg_graph.py:32:16: E261 at least two spaces before inline comment
core/engine/esg_graph.py:34:1: E302 expected 2 blank lines, found 1
core/engine/esg_graph.py:35:16: E261 at least two spaces before inline comment
core/engine/esg_graph.py:37:1: E302 expected 2 blank lines, found 1
core/engine/esg_graph.py:45:1: E302 expected 2 blank lines, found 1
core/engine/esg_graph.py:53:1: E302 expected 2 blank lines, found 1
core/engine/esg_graph.py:61:1: E302 expected 2 blank lines, found 1
core/engine/esg_graph.py:69:1: E302 expected 2 blank lines, found 1
core/engine/esg_graph.py:95:1: E302 expected 2 blank lines, found 1
core/engine/esg_graph.py:120:1: E302 expected 2 blank lines, found 1
core/engine/esg_graph.py:137:1: E302 expected 2 blank lines, found 1
core/engine/esg_graph.py:144:1: E302 expected 2 blank lines, found 1
core/engine/esg_graph.py:178:1: E305 expected 2 blank lines after class or function definition, found 1
core/engine/market_sentiment_graph.py:27:1: E302 expected 2 blank lines, found 1
core/engine/market_sentiment_graph.py:41:1: E302 expected 2 blank lines, found 1
core/engine/market_sentiment_graph.py:57:1: E302 expected 2 blank lines, found 1
core/engine/market_sentiment_graph.py:72:23: E701 multiple statements on one line (colon)
core/engine/market_sentiment_graph.py:73:26: E701 multiple statements on one line (colon)
core/engine/market_sentiment_graph.py:74:9: E701 multiple statements on one line (colon)
core/engine/market_sentiment_graph.py:86:1: E302 expected 2 blank lines, found 1
core/engine/market_sentiment_graph.py:111:1: E302 expected 2 blank lines, found 1
core/engine/market_sentiment_graph.py:146:1: E302 expected 2 blank lines, found 1
core/engine/market_sentiment_graph.py:154:1: E302 expected 2 blank lines, found 1
core/engine/market_sentiment_graph.py:179:1: E305 expected 2 blank lines after class or function definition, found 1
core/engine/meta_orchestrator.py:17:1: F401 'asyncio' imported but unused
core/engine/meta_orchestrator.py:19:1: F401 'typing.Optional' imported but unused
core/engine/meta_orchestrator.py:22:1: F401 'core.schemas.hnasp.HNASPState' imported but unused
core/engine/meta_orchestrator.py:22:1: F401 'core.schemas.hnasp.Meta as HNASPMeta' imported but unused
core/engine/meta_orchestrator.py:22:1: F401 'core.schemas.hnasp.PersonaState' imported but unused
core/engine/meta_orchestrator.py:22:1: F401 'core.schemas.hnasp.LogicLayer' imported but unused
core/engine/meta_orchestrator.py:22:1: F401 'core.schemas.hnasp.ContextStream' imported but unused
core/engine/meta_orchestrator.py:24:1: F401 'core.engine.states.init_risk_state' imported but unused
core/engine/meta_orchestrator.py:24:121: E501 line too long (127 > 120 characters)
core/engine/meta_orchestrator.py:42:1: F401 'core.agents.specialized.covenant_analyst_agent.CovenantAnalystAgent' imported but unused
core/engine/meta_orchestrator.py:46:121: E501 line too long (171 > 120 characters)
core/engine/meta_orchestrator.py:50:1: E302 expected 2 blank lines, found 1
core/engine/meta_orchestrator.py:58:42: E261 at least two spaces before inline comment
core/engine/meta_orchestrator.py:70:1: W293 blank line contains whitespace
core/engine/meta_orchestrator.py:98:121: E501 line too long (128 > 120 characters)
core/engine/meta_orchestrator.py:114:14: E111 indentation is not a multiple of 4
core/engine/meta_orchestrator.py:114:14: E117 over-indented
core/engine/meta_orchestrator.py:159:38: W291 trailing whitespace
core/engine/meta_orchestrator.py:220:36: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:221:38: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:222:42: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:298:121: E501 line too long (155 > 120 characters)
core/engine/meta_orchestrator.py:314:18: E111 indentation is not a multiple of 4
core/engine/meta_orchestrator.py:314:18: E117 over-indented
core/engine/meta_orchestrator.py:315:18: E111 indentation is not a multiple of 4
core/engine/meta_orchestrator.py:330:47: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:339:43: E261 at least two spaces before inline comment
core/engine/meta_orchestrator.py:418:1: W293 blank line contains whitespace
core/engine/meta_orchestrator.py:439:40: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:440:42: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:441:46: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:442:43: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:443:43: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:446:34: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:447:37: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:448:42: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:449:43: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:459:1: W293 blank line contains whitespace
core/engine/meta_orchestrator.py:464:18: E111 indentation is not a multiple of 4
core/engine/meta_orchestrator.py:464:18: E117 over-indented
core/engine/meta_orchestrator.py:477:1: W293 blank line contains whitespace
core/engine/meta_orchestrator.py:488:1: W293 blank line contains whitespace
core/engine/meta_orchestrator.py:520:39: E261 at least two spaces before inline comment
core/engine/meta_orchestrator.py:546:36: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:547:38: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:550:62: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:565:14: E111 indentation is not a multiple of 4
core/engine/meta_orchestrator.py:565:14: E117 over-indented
core/engine/meta_orchestrator.py:566:14: E111 indentation is not a multiple of 4
core/engine/meta_orchestrator.py:574:60: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:618:24: E261 at least two spaces before inline comment
core/engine/meta_orchestrator.py:641:35: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:669:43: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:670:25: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:672:121: E501 line too long (159 > 120 characters)
core/engine/meta_orchestrator.py:676:121: E501 line too long (164 > 120 characters)
core/engine/meta_orchestrator.py:692:26: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:693:26: E701 multiple statements on one line (colon)
core/engine/meta_orchestrator.py:695:121: E501 line too long (122 > 120 characters)
core/engine/neuro_symbolic_planner.py:7:1: F401 'typing.Set' imported but unused
core/engine/neuro_symbolic_planner.py:8:1: F401 'langgraph.graph.START' imported but unused
core/engine/neuro_symbolic_planner.py:16:1: E302 expected 2 blank lines, found 1
core/engine/neuro_symbolic_planner.py:19:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:28:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:50:121: E501 line too long (134 > 120 characters)
core/engine/neuro_symbolic_planner.py:59:48: E261 at least two spaces before inline comment
core/engine/neuro_symbolic_planner.py:60:41: E701 multiple statements on one line (colon)
core/engine/neuro_symbolic_planner.py:61:43: E701 multiple statements on one line (colon)
core/engine/neuro_symbolic_planner.py:62:40: E701 multiple statements on one line (colon)
core/engine/neuro_symbolic_planner.py:63:46: E701 multiple statements on one line (colon)
core/engine/neuro_symbolic_planner.py:87:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:92:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:94:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:110:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:129:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:147:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:152:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:176:41: E261 at least two spaces before inline comment
core/engine/neuro_symbolic_planner.py:184:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:209:26: E261 at least two spaces before inline comment
core/engine/neuro_symbolic_planner.py:229:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:261:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:272:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:293:66: E261 at least two spaces before inline comment
core/engine/neuro_symbolic_planner.py:341:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:359:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:362:1: W293 blank line contains whitespace
core/engine/neuro_symbolic_planner.py:371:1: W293 blank line contains whitespace
core/engine/planner.py:2:1: F401 'networkx as nx' imported but unused
core/engine/planner.py:4:1: E302 expected 2 blank lines, found 1
core/engine/planner.py:9:28: E261 at least two spaces before inline comment
core/engine/planner.py:13:67: W291 trailing whitespace
core/engine/planner.py:15:1: W293 blank line contains whitespace
core/engine/planner.py:21:1: W293 blank line contains whitespace
core/engine/planner.py:32:65: F821 undefined name 'Any'
core/engine/planner.py:39:1: W293 blank line contains whitespace
core/engine/planner.py:44:1: W293 blank line contains whitespace
core/engine/red_team_graph.py:13:1: E302 expected 2 blank lines, found 1
core/engine/red_team_graph.py:41:1: E302 expected 2 blank lines, found 1
core/engine/red_team_graph.py:60:1: E302 expected 2 blank lines, found 1
core/engine/red_team_graph.py:83:1: E302 expected 2 blank lines, found 1
core/engine/red_team_graph.py:93:1: E302 expected 2 blank lines, found 1
core/engine/red_team_graph.py:100:1: E302 expected 2 blank lines, found 1
core/engine/red_team_graph.py:126:1: E305 expected 2 blank lines after class or function definition, found 1
core/engine/reflector_graph.py:13:1: E302 expected 2 blank lines, found 1
core/engine/reflector_graph.py:27:1: E302 expected 2 blank lines, found 1
core/engine/reflector_graph.py:32:1: E302 expected 2 blank lines, found 1
core/engine/reflector_graph.py:45:1: E302 expected 2 blank lines, found 1
core/engine/reflector_graph.py:58:1: E302 expected 2 blank lines, found 1
core/engine/reflector_graph.py:65:1: E302 expected 2 blank lines, found 1
core/engine/reflector_graph.py:87:1: E305 expected 2 blank lines after class or function definition, found 1
core/engine/regulatory_compliance_graph.py:22:1: E302 expected 2 blank lines, found 1
core/engine/regulatory_compliance_graph.py:30:1: E302 expected 2 blank lines, found 1
core/engine/regulatory_compliance_graph.py:38:1: E302 expected 2 blank lines, found 1
core/engine/regulatory_compliance_graph.py:47:1: E302 expected 2 blank lines, found 1
core/engine/regulatory_compliance_graph.py:55:1: E302 expected 2 blank lines, found 1
core/engine/regulatory_compliance_graph.py:73:1: E302 expected 2 blank lines, found 1
core/engine/regulatory_compliance_graph.py:91:1: E302 expected 2 blank lines, found 1
core/engine/regulatory_compliance_graph.py:114:1: E302 expected 2 blank lines, found 1
core/engine/regulatory_compliance_graph.py:131:1: E302 expected 2 blank lines, found 1
core/engine/regulatory_compliance_graph.py:138:1: E302 expected 2 blank lines, found 1
core/engine/regulatory_compliance_graph.py:168:1: E305 expected 2 blank lines after class or function definition, found 1
core/engine/snc_graph.py:27:1: E302 expected 2 blank lines, found 1
core/engine/snc_graph.py:42:1: E302 expected 2 blank lines, found 1
core/engine/snc_graph.py:72:1: E302 expected 2 blank lines, found 1
core/engine/snc_graph.py:79:5: F841 local variable 'rationale' is assigned to but never used
core/engine/snc_graph.py:87:121: E501 line too long (143 > 120 characters)
core/engine/snc_graph.py:102:1: E302 expected 2 blank lines, found 1
core/engine/snc_graph.py:118:33: E261 at least two spaces before inline comment
core/engine/snc_graph.py:122:1: E302 expected 2 blank lines, found 1
core/engine/snc_graph.py:128:1: E302 expected 2 blank lines, found 1
core/engine/snc_graph.py:140:1: E302 expected 2 blank lines, found 1
core/engine/snc_graph.py:169:1: E305 expected 2 blank lines after class or function definition, found 1
core/engine/snc_utils.py:12:1: E302 expected 2 blank lines, found 1
core/engine/snc_utils.py:15:21: E261 at least two spaces before inline comment
core/engine/snc_utils.py:18:1: E302 expected 2 blank lines, found 1
core/engine/snc_utils.py:29:1: E302 expected 2 blank lines, found 1
core/engine/snc_utils.py:37:1: E302 expected 2 blank lines, found 1
core/engine/snc_utils.py:49:1: E302 expected 2 blank lines, found 1
core/engine/snc_utils.py:60:121: E501 line too long (121 > 120 characters)
core/engine/states.py:5:1: E302 expected 2 blank lines, found 1
core/engine/states.py:11:1: E302 expected 2 blank lines, found 1
core/engine/states.py:18:1: E302 expected 2 blank lines, found 1
core/engine/states.py:32:1: E302 expected 2 blank lines, found 1
core/engine/states.py:34:42: W291 trailing whitespace
core/engine/states.py:40:1: W293 blank line contains whitespace
core/engine/states.py:42:67: E261 at least two spaces before inline comment
core/engine/states.py:46:1: W293 blank line contains whitespace
core/engine/states.py:50:1: W293 blank line contains whitespace
core/engine/states.py:52:31: E261 at least two spaces before inline comment
core/engine/states.py:54:1: E302 expected 2 blank lines, found 1
core/engine/states.py:60:35: E261 at least two spaces before inline comment
core/engine/states.py:64:38: E261 at least two spaces before inline comment
core/engine/states.py:65:37: E261 at least two spaces before inline comment
core/engine/states.py:77:1: E302 expected 2 blank lines, found 1
core/engine/states.py:104:1: E302 expected 2 blank lines, found 1
core/engine/states.py:109:23: E261 at least two spaces before inline comment
core/engine/states.py:111:34: E261 at least two spaces before inline comment
core/engine/states.py:122:1: E302 expected 2 blank lines, found 1
core/engine/states.py:147:1: E302 expected 2 blank lines, found 1
core/engine/states.py:170:1: E302 expected 2 blank lines, found 1
core/engine/states.py:181:39: E261 at least two spaces before inline comment
core/engine/states.py:186:22: E261 at least two spaces before inline comment
core/engine/states.py:193:1: E302 expected 2 blank lines, found 1
core/engine/states.py:198:30: E261 at least two spaces before inline comment
core/engine/states.py:202:38: E261 at least two spaces before inline comment
core/engine/states.py:218:1: E302 expected 2 blank lines, found 1
core/engine/states.py:235:1: E302 expected 2 blank lines, found 1
core/engine/states.py:240:1: E302 expected 2 blank lines, found 1
core/engine/states.py:244:1: E302 expected 2 blank lines, found 1
core/engine/states.py:249:1: E302 expected 2 blank lines, found 1
core/engine/states.py:254:1: E302 expected 2 blank lines, found 1
core/engine/states.py:258:1: E302 expected 2 blank lines, found 1
core/engine/states.py:265:1: E302 expected 2 blank lines, found 1
core/engine/states.py:270:1: E302 expected 2 blank lines, found 1
core/engine/states.py:274:1: E302 expected 2 blank lines, found 1
core/engine/states.py:278:16: E261 at least two spaces before inline comment
core/engine/states.py:279:50: E261 at least two spaces before inline comment
core/engine/states.py:284:1: E302 expected 2 blank lines, found 1
core/engine/states.py:297:1: E302 expected 2 blank lines, found 1
core/engine/states.py:312:1: E302 expected 2 blank lines, found 1
core/engine/states.py:327:1: E302 expected 2 blank lines, found 1
core/engine/states.py:343:1: E302 expected 2 blank lines, found 1
core/engine/states.py:357:1: E302 expected 2 blank lines, found 1
core/engine/states.py:371:1: E302 expected 2 blank lines, found 1
core/engine/states.py:387:1: E302 expected 2 blank lines, found 1
core/engine/states.py:399:1: E302 expected 2 blank lines, found 1
core/engine/strategy_utils.py:1:1: F401 'typing.List' imported but unused
core/engine/strategy_utils.py:6:1: E302 expected 2 blank lines, found 1
core/engine/strategy_utils.py:6:121: E501 line too long (123 > 120 characters)
core/engine/strategy_utils.py:18:23: E261 at least two spaces before inline comment
core/engine/strategy_utils.py:19:47: E261 at least two spaces before inline comment
core/engine/strategy_utils.py:24:1: E302 expected 2 blank lines, found 1
core/engine/strategy_utils.py:27:23: E261 at least two spaces before inline comment
core/engine/strategy_utils.py:33:14: E261 at least two spaces before inline comment
core/engine/strategy_utils.py:55:19: E261 at least two spaces before inline comment
core/engine/strategy_utils.py:72:121: E501 line too long (165 > 120 characters)
core/engine/unified_knowledge_graph.py:33:1: E302 expected 2 blank lines, found 1
core/engine/unified_knowledge_graph.py:50:1: W293 blank line contains whitespace
core/engine/unified_knowledge_graph.py:176:39: E128 continuation line under-indented for visual indent
core/engine/unified_knowledge_graph.py:177:39: E128 continuation line under-indented for visual indent
core/engine/unified_knowledge_graph.py:178:39: E128 continuation line under-indented for visual indent
core/engine/unified_knowledge_graph.py:179:39: E128 continuation line under-indented for visual indent
core/engine/unified_knowledge_graph.py:189:30: E111 indentation is not a multiple of 4
core/engine/unified_knowledge_graph.py:189:30: E117 over-indented
core/engine/unified_knowledge_graph.py:192:43: E128 continuation line under-indented for visual indent
core/engine/unified_knowledge_graph.py:193:43: E128 continuation line under-indented for visual indent
core/engine/unified_knowledge_graph.py:194:43: E128 continuation line under-indented for visual indent
core/engine/unified_knowledge_graph.py:211:30: E111 indentation is not a multiple of 4
core/engine/unified_knowledge_graph.py:211:30: E117 over-indented
core/engine/valuation_utils.py:6:1: E302 expected 2 blank lines, found 1
core/engine/valuation_utils.py:6:121: E501 line too long (127 > 120 characters)
core/engine/valuation_utils.py:78:1: E302 expected 2 blank lines, found 1
core/engine/valuation_utils.py:99:121: E501 line too long (124 > 120 characters)
core/engine/valuation_utils.py:102:1: E302 expected 2 blank lines, found 1
core/execution_router/router.py:3:1: E302 expected 2 blank lines, found 1
core/execution_router/router.py:28:33: E261 at least two spaces before inline comment
core/family_office/deal_flow.py:7:1: E302 expected 2 blank lines, found 1
core/family_office/deal_flow.py:25:14: E111 indentation is not a multiple of 4
core/family_office/deal_flow.py:25:14: E117 over-indented
core/family_office/deal_flow.py:25:25: E261 at least two spaces before inline comment
core/family_office/deal_flow.py:27:14: E111 indentation is not a multiple of 4
core/family_office/deal_flow.py:27:14: E117 over-indented
core/family_office/deal_flow.py:30:14: E111 indentation is not a multiple of 4
core/family_office/deal_flow.py:30:14: E117 over-indented
core/family_office/deal_flow.py:35:14: E111 indentation is not a multiple of 4
core/family_office/deal_flow.py:35:14: E117 over-indented
core/family_office/deal_flow.py:37:14: E111 indentation is not a multiple of 4
core/family_office/deal_flow.py:37:14: E117 over-indented
core/family_office/deal_flow.py:43:25: E701 multiple statements on one line (colon)
core/family_office/deal_flow.py:44:22: E701 multiple statements on one line (colon)
core/family_office/deal_flow.py:45:30: E701 multiple statements on one line (colon)
core/family_office/deal_flow.py:47:23: E701 multiple statements on one line (colon)
core/family_office/deal_flow.py:48:26: E701 multiple statements on one line (colon)
core/family_office/deal_flow.py:65:121: E501 line too long (127 > 120 characters)
core/family_office/governance.py:2:1: F401 'typing.Dict' imported but unused
core/family_office/governance.py:2:1: F401 'typing.Any' imported but unused
core/family_office/governance.py:6:1: E302 expected 2 blank lines, found 1
core/family_office/portfolio.py:7:1: E302 expected 2 blank lines, found 1
core/family_office/portfolio.py:34:57: E261 at least two spaces before inline comment
core/family_office/portfolio.py:42:60: E261 at least two spaces before inline comment
core/family_office/portfolio.py:43:52: E261 at least two spaces before inline comment
core/family_office/portfolio.py:49:78: E261 at least two spaces before inline comment
core/family_office/service.py:6:1: E302 expected 2 blank lines, found 1
core/family_office/wealth_manager.py:13:1: E302 expected 2 blank lines, found 1
core/family_office/wealth_manager.py:19:121: E501 line too long (124 > 120 characters)
core/financial_data/discovery.py:2:1: F401 'typing.Optional' imported but unused
core/financial_data/discovery.py:8:1: E302 expected 2 blank lines, found 1
core/financial_data/lakehouse.py:2:1: F401 'os' imported but unused
core/financial_data/lakehouse.py:4:1: F401 'typing.Optional' imported but unused
core/financial_data/lakehouse.py:12:1: E302 expected 2 blank lines, found 1
core/financial_data/realtime_pipe.py:11:1: E302 expected 2 blank lines, found 1
core/financial_data/realtime_pipe.py:50:14: E111 indentation is not a multiple of 4
core/financial_data/realtime_pipe.py:50:14: E117 over-indented
core/financial_data/realtime_pipe.py:51:14: E111 indentation is not a multiple of 4
core/financial_data/realtime_pipe.py:52:14: E111 indentation is not a multiple of 4
core/financial_data/realtime_pipe.py:56:14: E111 indentation is not a multiple of 4
core/financial_data/realtime_pipe.py:56:14: E117 over-indented
core/financial_data/realtime_pipe.py:62:14: E111 indentation is not a multiple of 4
core/financial_data/realtime_pipe.py:62:14: E117 over-indented
core/financial_data/realtime_pipe.py:63:14: E111 indentation is not a multiple of 4
core/financial_data/realtime_pipe.py:65:14: E111 indentation is not a multiple of 4
core/financial_data/realtime_pipe.py:66:14: E111 indentation is not a multiple of 4
core/financial_data/realtime_pipe.py:68:14: E114 indentation is not a multiple of 4 (comment)
core/financial_data/realtime_pipe.py:69:14: E114 indentation is not a multiple of 4 (comment)
core/financial_data/realtime_pipe.py:70:14: E114 indentation is not a multiple of 4 (comment)
core/financial_data/realtime_pipe.py:71:14: E114 indentation is not a multiple of 4 (comment)
core/financial_data/realtime_pipe.py:72:14: E111 indentation is not a multiple of 4
core/financial_data/realtime_pipe.py:74:14: E111 indentation is not a multiple of 4
core/financial_data/realtime_pipe.py:75:18: E111 indentation is not a multiple of 4
core/financial_data/realtime_pipe.py:76:18: E111 indentation is not a multiple of 4
core/financial_data/realtime_pipe.py:77:14: E111 indentation is not a multiple of 4
core/financial_data/realtime_pipe.py:78:18: E111 indentation is not a multiple of 4
core/financial_data/realtime_pipe.py:127:21: E261 at least two spaces before inline comment
core/financial_data/schema.py:2:1: F401 'typing.Any' imported but unused
core/financial_data/schema.py:6:1: E302 expected 2 blank lines, found 1
core/financial_data/schema.py:26:1: E302 expected 2 blank lines, found 1
core/financial_data/schema.py:29:1: E302 expected 2 blank lines, found 1
core/financial_suite/context_manager.py:8:1: E302 expected 2 blank lines, found 1
core/financial_suite/context_manager.py:44:121: E501 line too long (130 > 120 characters)
core/financial_suite/context_manager.py:45:98: E261 at least two spaces before inline comment
core/financial_suite/context_manager.py:45:121: E501 line too long (132 > 120 characters)
core/financial_suite/engines/dcf.py:4:1: E302 expected 2 blank lines, found 1
core/financial_suite/engines/dcf.py:26:57: E261 at least two spaces before inline comment
core/financial_suite/engines/dcf.py:37:121: E501 line too long (128 > 120 characters)
core/financial_suite/engines/dcf.py:95:14: E114 indentation is not a multiple of 4 (comment)
core/financial_suite/engines/dcf.py:95:14: E117 over-indented (comment)
core/financial_suite/engines/dcf.py:96:14: E111 indentation is not a multiple of 4
core/financial_suite/engines/dcf.py:96:14: E117 over-indented
core/financial_suite/engines/dcf.py:107:68: E261 at least two spaces before inline comment
core/financial_suite/engines/dcf.py:126:21: E701 multiple statements on one line (colon)
core/financial_suite/engines/dcf.py:140:14: E261 at least two spaces before inline comment
core/financial_suite/engines/dcf.py:147:22: E261 at least two spaces before inline comment
core/financial_suite/engines/dcf.py:168:96: E261 at least two spaces before inline comment
core/financial_suite/engines/dcf.py:168:121: E501 line too long (130 > 120 characters)
core/financial_suite/engines/dcf.py:169:84: E261 at least two spaces before inline comment
core/financial_suite/engines/dcf.py:169:121: E501 line too long (127 > 120 characters)
core/financial_suite/engines/solver.py:7:1: E302 expected 2 blank lines, found 1
core/financial_suite/engines/solver.py:21:20: E261 at least two spaces before inline comment
core/financial_suite/engines/solver.py:24:121: E501 line too long (150 > 120 characters)
core/financial_suite/engines/solver.py:53:121: E501 line too long (138 > 120 characters)
core/financial_suite/engines/solver.py:54:57: E261 at least two spaces before inline comment
core/financial_suite/engines/solver.py:56:121: E501 line too long (126 > 120 characters)
core/financial_suite/engines/solver.py:66:31: E261 at least two spaces before inline comment
core/financial_suite/engines/solver.py:68:27: E701 multiple statements on one line (colon)
core/financial_suite/engines/solver.py:68:53: E261 at least two spaces before inline comment
core/financial_suite/engines/solver.py:76:22: E111 indentation is not a multiple of 4
core/financial_suite/engines/solver.py:76:22: E117 over-indented
core/financial_suite/engines/solver.py:81:48: E261 at least two spaces before inline comment
core/financial_suite/engines/solver.py:83:55: E261 at least two spaces before inline comment
core/financial_suite/engines/solver.py:113:35: E261 at least two spaces before inline comment
core/financial_suite/engines/wacc.py:3:1: E302 expected 2 blank lines, found 1
core/financial_suite/interface/dependency_graph.py:1:1: F401 'typing.Callable' imported but unused
core/financial_suite/interface/dependency_graph.py:1:1: F401 'typing.List' imported but unused
core/financial_suite/interface/dependency_graph.py:4:1: E302 expected 2 blank lines, found 1
core/financial_suite/modules/reporting/generator.py:1:1: F401 'typing.List' imported but unused
core/financial_suite/modules/reporting/generator.py:6:1: E302 expected 2 blank lines, found 1
core/financial_suite/modules/reporting/generator.py:12:64: E261 at least two spaces before inline comment
core/financial_suite/modules/reporting/generator.py:16:9: F841 local variable 'base_sofr' is assigned to but never used
core/financial_suite/modules/reporting/generator.py:16:25: E261 at least two spaces before inline comment
core/financial_suite/modules/reporting/generator.py:54:41: E261 at least two spaces before inline comment
core/financial_suite/modules/reporting/generator.py:91:121: E501 line too long (125 > 120 characters)
core/financial_suite/modules/reporting/generator.py:118:121: E501 line too long (140 > 120 characters)
core/financial_suite/modules/reporting/generator.py:123:101: E261 at least two spaces before inline comment
core/financial_suite/modules/reporting/generator.py:123:121: E501 line too long (134 > 120 characters)
core/financial_suite/modules/reporting/generator.py:127:18: F541 f-string is missing placeholders
core/financial_suite/modules/reporting/generator.py:128:19: F541 f-string is missing placeholders
core/financial_suite/modules/reporting/generator.py:135:19: F541 f-string is missing placeholders
core/financial_suite/modules/reporting/generator.py:136:19: F541 f-string is missing placeholders
core/financial_suite/modules/reporting/generator.py:138:19: F541 f-string is missing placeholders
core/financial_suite/modules/reporting/generator.py:140:19: F541 f-string is missing placeholders
core/financial_suite/modules/reporting/generator.py:142:19: F541 f-string is missing placeholders
core/financial_suite/modules/risk/credit_model.py:5:1: E302 expected 2 blank lines, found 1
core/financial_suite/modules/risk/credit_model.py:7:121: E501 line too long (136 > 120 characters)
core/financial_suite/modules/risk/credit_model.py:12:26: E261 at least two spaces before inline comment
core/financial_suite/modules/risk/credit_model.py:38:9: F841 local variable 'interest_coverage' is assigned to but never used
core/financial_suite/modules/risk/credit_model.py:38:57: E261 at least two spaces before inline comment
core/financial_suite/modules/risk/credit_model.py:57:121: E501 line too long (138 > 120 characters)
core/financial_suite/modules/risk/credit_model.py:73:24: E261 at least two spaces before inline comment
core/financial_suite/modules/risk/credit_model.py:81:24: E261 at least two spaces before inline comment
core/financial_suite/modules/risk/credit_model.py:110:121: E501 line too long (138 > 120 characters)
core/financial_suite/modules/risk/credit_model.py:111:25: E261 at least two spaces before inline comment
core/financial_suite/modules/risk/regulatory.py:4:1: E302 expected 2 blank lines, found 1
core/financial_suite/modules/risk/regulatory.py:12:22: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:13:24: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:14:24: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:15:24: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:16:24: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:17:24: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:18:13: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:21:22: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:22:24: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:23:25: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:24:25: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:25:25: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:25:42: E261 at least two spaces before inline comment
core/financial_suite/modules/risk/regulatory.py:26:22: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:27:13: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:30:22: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:31:24: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:32:24: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:33:24: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:34:24: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:34:40: E261 at least two spaces before inline comment
core/financial_suite/modules/risk/regulatory.py:35:13: E701 multiple statements on one line (colon)
core/financial_suite/modules/risk/regulatory.py:35:29: E261 at least two spaces before inline comment
core/financial_suite/modules/risk/regulatory.py:56:121: E501 line too long (138 > 120 characters)
core/financial_suite/modules/risk/regulatory.py:60:121: E501 line too long (127 > 120 characters)
core/financial_suite/modules/risk/regulatory.py:72:39: E261 at least two spaces before inline comment
core/financial_suite/modules/vc/return_metrics.py:1:1: F401 'typing.Dict' imported but unused
core/financial_suite/modules/vc/return_metrics.py:2:1: F401 'math' imported but unused
core/financial_suite/modules/vc/return_metrics.py:4:1: E302 expected 2 blank lines, found 1
core/financial_suite/modules/vc/waterfall.py:1:1: F401 'typing.List' imported but unused
core/financial_suite/modules/vc/waterfall.py:2:1: F401 'core.financial_suite.schemas.workstream_context.Security' imported but unused
core/financial_suite/modules/vc/waterfall.py:4:1: E302 expected 2 blank lines, found 1
core/financial_suite/schemas/workstream_context.py:2:1: F401 'typing.Dict' imported but unused
core/financial_suite/schemas/workstream_context.py:6:1: E302 expected 2 blank lines, found 1
core/financial_suite/schemas/workstream_context.py:11:1: E302 expected 2 blank lines, found 1
core/financial_suite/schemas/workstream_context.py:16:1: E302 expected 2 blank lines, found 1
core/financial_suite/schemas/workstream_context.py:36:1: E302 expected 2 blank lines, found 1
core/financial_suite/schemas/workstream_context.py:39:18: E261 at least two spaces before inline comment
core/financial_suite/schemas/workstream_context.py:52:40: E261 at least two spaces before inline comment
core/financial_suite/schemas/workstream_context.py:54:1: E302 expected 2 blank lines, found 1
core/financial_suite/schemas/workstream_context.py:57:1: E302 expected 2 blank lines, found 1
core/financial_suite/schemas/workstream_context.py:70:51: E261 at least two spaces before inline comment
core/financial_suite/schemas/workstream_context.py:72:1: E302 expected 2 blank lines, found 1
core/financial_suite/schemas/workstream_context.py:79:1: E302 expected 2 blank lines, found 1
core/financial_suite/schemas/workstream_context.py:91:1: E302 expected 2 blank lines, found 1
core/gold_standard/advisory/black_litterman.py:18:1: E302 expected 2 blank lines, found 1
core/gold_standard/advisory/black_litterman.py:23:20: E128 continuation line under-indented for visual indent
core/gold_standard/advisory/black_litterman.py:24:20: E128 continuation line under-indented for visual indent
core/gold_standard/advisory/black_litterman.py:25:20: E128 continuation line under-indented for visual indent
core/gold_standard/advisory/black_litterman.py:45:20: E261 at least two spaces before inline comment
core/gold_standard/advisory/black_litterman.py:55:14: E111 indentation is not a multiple of 4
core/gold_standard/advisory/black_litterman.py:55:14: E117 over-indented
core/gold_standard/advisory/mpt.py:9:1: F401 'typing.Tuple' imported but unused
core/gold_standard/advisory/mpt.py:20:1: E302 expected 2 blank lines, found 1
core/gold_standard/advisory/mpt.py:33:37: E701 multiple statements on one line (colon)
core/gold_standard/data_fetcher.py:9:1: F401 'typing.Optional' imported but unused
core/gold_standard/data_fetcher.py:21:1: E302 expected 2 blank lines, found 1
core/gold_standard/data_fetcher.py:66:121: E501 line too long (129 > 120 characters)
core/gold_standard/data_fetcher.py:67:121: E501 line too long (127 > 120 characters)
core/gold_standard/data_fetcher.py:81:44: E261 at least two spaces before inline comment
core/gold_standard/data_fetcher.py:83:62: E261 at least two spaces before inline comment
core/gold_standard/data_fetcher.py:117:121: E501 line too long (122 > 120 characters)
core/gold_standard/data_fetcher.py:119:30: E111 indentation is not a multiple of 4
core/gold_standard/data_fetcher.py:119:30: E117 over-indented
core/gold_standard/data_fetcher.py:135:22: E701 multiple statements on one line (colon)
core/gold_standard/discovery.py:9:1: F401 'typing.Optional' imported but unused
core/gold_standard/discovery.py:11:1: F401 'pandas as pd' imported but unused
core/gold_standard/discovery.py:20:1: E302 expected 2 blank lines, found 1
core/gold_standard/discovery.py:48:22: E701 multiple statements on one line (colon)
core/gold_standard/discovery.py:63:22: E701 multiple statements on one line (colon)
core/gold_standard/ingestion.py:9:1: F401 'typing.Optional' imported but unused
core/gold_standard/ingestion.py:21:1: E302 expected 2 blank lines, found 1
core/gold_standard/ingestion.py:62:121: E501 line too long (129 > 120 characters)
core/gold_standard/ingestion.py:63:121: E501 line too long (127 > 120 characters)
core/gold_standard/ingestion.py:77:44: E261 at least two spaces before inline comment
core/gold_standard/ingestion.py:79:62: E261 at least two spaces before inline comment
core/gold_standard/ingestion.py:137:22: E701 multiple statements on one line (colon)
core/gold_standard/qa.py:25:1: E302 expected 2 blank lines, found 1
core/gold_standard/qa.py:40:1: E302 expected 2 blank lines, found 1
core/gold_standard/qa.py:57:1: E302 expected 2 blank lines, found 1
core/gold_standard/qa.py:69:1: E302 expected 2 blank lines, found 1
core/gold_standard/qa.py:74:71: E261 at least two spaces before inline comment
core/gold_standard/storage.py:10:1: F401 'typing.List' imported but unused
core/gold_standard/storage.py:21:1: E302 expected 2 blank lines, found 1
core/gold_standard/trading/cleaning.py:7:1: F401 'numpy as np' imported but unused
core/gold_standard/trading/cleaning.py:9:1: E302 expected 2 blank lines, found 1
core/gold_standard/trading/strategy.py:8:1: E302 expected 2 blank lines, found 1
core/hnasp/lakehouse.py:3:1: F401 'typing.Dict' imported but unused
core/hnasp/lakehouse.py:4:1: F401 'datetime.datetime' imported but unused
core/hnasp/lakehouse.py:7:1: E302 expected 2 blank lines, found 1
core/hnasp/lakehouse.py:60:17: E722 do not use bare 'except'
core/hnasp/logic_engine.py:1:1: F401 'typing.Optional' imported but unused
core/hnasp/logic_engine.py:1:1: F401 'typing.List' imported but unused
core/hnasp/logic_engine.py:1:1: F401 'typing.Union' imported but unused
core/hnasp/logic_engine.py:6:1: E302 expected 2 blank lines, found 1
core/hnasp/logic_engine.py:86:14: E114 indentation is not a multiple of 4 (comment)
core/hnasp/logic_engine.py:86:14: E117 over-indented (comment)
core/hnasp/logic_engine.py:87:14: E111 indentation is not a multiple of 4
core/hnasp/logic_engine.py:87:14: E117 over-indented
core/hnasp/personality.py:2:1: F401 'typing.Dict' imported but unused
core/hnasp/personality.py:2:1: F401 'typing.Any' imported but unused
core/hnasp/personality.py:2:1: F401 'typing.List' imported but unused
core/hnasp/personality.py:2:1: F401 'typing.Optional' imported but unused
core/hnasp/personality.py:3:1: F401 'core.schemas.hnasp.Identity' imported but unused
core/hnasp/personality.py:5:1: E302 expected 2 blank lines, found 1
core/hnasp/personality.py:80:18: E111 indentation is not a multiple of 4
core/hnasp/personality.py:80:18: E117 over-indented
core/hnasp/state_manager.py:4:1: F401 'typing.List' imported but unused
core/hnasp/state_manager.py:5:1: F401 'core.schemas.hnasp.ModelConfig' imported but unused
core/hnasp/state_manager.py:5:121: E501 line too long (206 > 120 characters)
core/hnasp/state_manager.py:13:1: E302 expected 2 blank lines, found 1
core/hnasp/state_manager.py:18:35: E261 at least two spaces before inline comment
core/hnasp/state_manager.py:24:121: E501 line too long (138 > 120 characters)
core/hnasp/state_manager.py:70:121: E501 line too long (161 > 120 characters)
core/hnasp/state_manager.py:98:29: E261 at least two spaces before inline comment
core/hnasp/state_manager.py:104:9: F841 local variable 'system_prompt' is assigned to but never used
core/hnasp/state_manager.py:124:18: E111 indentation is not a multiple of 4
core/hnasp/state_manager.py:124:18: E117 over-indented
core/hnasp/state_manager.py:126:18: E111 indentation is not a multiple of 4
core/hnasp/state_manager.py:126:18: E117 over-indented
core/hnasp/state_manager.py:152:62: E261 at least two spaces before inline comment
core/hnasp/state_manager.py:153:121: E501 line too long (125 > 120 characters)
core/institutional_radar/analytics.py:2:1: F401 'numpy as np' imported but unused
core/institutional_radar/analytics.py:3:1: F401 'typing.List' imported but unused
core/institutional_radar/analytics.py:3:1: F401 'typing.Dict' imported but unused
core/institutional_radar/analytics.py:3:1: F401 'typing.Optional' imported but unused
core/institutional_radar/analytics.py:4:1: F401 'uuid.UUID' imported but unused
core/institutional_radar/analytics.py:6:1: F401 'sqlalchemy.func' imported but unused
core/institutional_radar/analytics.py:7:1: F401 'scipy.stats.zscore' imported but unused
core/institutional_radar/analytics.py:8:121: E501 line too long (122 > 120 characters)
core/institutional_radar/analytics.py:13:1: E302 expected 2 blank lines, found 1
core/institutional_radar/analytics.py:30:14: E111 indentation is not a multiple of 4
core/institutional_radar/analytics.py:30:14: E117 over-indented
core/institutional_radar/analytics.py:32:14: E111 indentation is not a multiple of 4
core/institutional_radar/analytics.py:32:14: E117 over-indented
core/institutional_radar/analytics.py:49:46: E711 comparison to None should be 'if cond is None:'
core/institutional_radar/analytics.py:49:54: E261 at least two spaces before inline comment
core/institutional_radar/analytics.py:85:121: E501 line too long (124 > 120 characters)
core/institutional_radar/analytics.py:86:33: E261 at least two spaces before inline comment
core/institutional_radar/database.py:5:1: F401 'sqlalchemy.Column' imported but unused
core/institutional_radar/database.py:5:1: F401 'sqlalchemy.Integer' imported but unused
core/institutional_radar/database.py:10:1: E302 expected 2 blank lines, found 1
core/institutional_radar/database.py:38:1: E302 expected 2 blank lines, found 1
core/institutional_radar/database.py:41:1: E302 expected 2 blank lines, found 1
core/institutional_radar/database.py:46:56: E261 at least two spaces before inline comment
core/institutional_radar/database.py:52:1: E302 expected 2 blank lines, found 1
core/institutional_radar/database.py:65:1: E302 expected 2 blank lines, found 1
core/institutional_radar/database.py:73:51: E261 at least two spaces before inline comment
core/institutional_radar/database.py:74:78: E261 at least two spaces before inline comment
core/institutional_radar/database.py:79:1: E302 expected 2 blank lines, found 1
core/institutional_radar/database.py:89:1: E305 expected 2 blank lines after class or function definition, found 1
core/institutional_radar/database.py:91:1: E302 expected 2 blank lines, found 1
core/institutional_radar/database.py:94:1: E305 expected 2 blank lines after class or function definition, found 1
core/institutional_radar/ingestion.py:4:1: F401 'logging' imported but unused
core/institutional_radar/ingestion.py:6:1: F401 'io.BytesIO' imported but unused
core/institutional_radar/ingestion.py:8:1: F401 'typing.Dict' imported but unused
core/institutional_radar/ingestion.py:10:1: F401 'core.institutional_radar.schema.FilingEvent' imported but unused
core/institutional_radar/ingestion.py:11:1: F401 'core.institutional_radar.database.FundMasterDB' imported but unused
core/institutional_radar/ingestion.py:16:1: E302 expected 2 blank lines, found 1
core/institutional_radar/ingestion.py:31:24: E261 at least two spaces before inline comment
core/institutional_radar/ingestion.py:53:121: E501 line too long (122 > 120 characters)
core/institutional_radar/ingestion.py:120:9: E722 do not use bare 'except'
core/institutional_radar/ingestion.py:150:17: F841 local variable 'name' is assigned to but never used
core/institutional_radar/ingestion.py:169:82: E261 at least two spaces before inline comment
core/institutional_radar/ingestion.py:171:26: E111 indentation is not a multiple of 4
core/institutional_radar/ingestion.py:171:26: E117 over-indented
core/institutional_radar/ingestion.py:176:22: E114 indentation is not a multiple of 4 (comment)
core/institutional_radar/ingestion.py:176:22: E117 over-indented (comment)
core/institutional_radar/ingestion.py:177:22: E111 indentation is not a multiple of 4
core/institutional_radar/ingestion.py:177:22: E117 over-indented
core/institutional_radar/ingestion.py:179:49: E261 at least two spaces before inline comment
core/institutional_radar/ingestion.py:181:38: E261 at least two spaces before inline comment
core/institutional_radar/ingestion.py:187:22: E111 indentation is not a multiple of 4
core/institutional_radar/ingestion.py:236:21: F841 local variable 'xml_content' is assigned to but never used
core/institutional_radar/ingestion.py:236:52: E261 at least two spaces before inline comment
core/institutional_radar/ingestion.py:245:61: E261 at least two spaces before inline comment
core/institutional_radar/ingestion.py:251:32: E261 at least two spaces before inline comment
core/institutional_radar/reporting.py:2:1: F401 'logging' imported but unused
core/institutional_radar/reporting.py:10:1: E302 expected 2 blank lines, found 1
core/institutional_radar/reporting.py:26:121: E501 line too long (160 > 120 characters)
core/institutional_radar/reporting.py:60:121: E501 line too long (127 > 120 characters)
core/institutional_radar/schema.py:7:1: E302 expected 2 blank lines, found 1
core/institutional_radar/schema.py:16:1: E302 expected 2 blank lines, found 1
core/institutional_radar/schema.py:26:1: E302 expected 2 blank lines, found 1
core/institutional_radar/schema.py:38:1: E302 expected 2 blank lines, found 1
core/learning/fine_tuning_driver.py:8:1: E302 expected 2 blank lines, found 1
core/libraries_and_archives/__init__.py:1:1: F821 undefined name '__init__'
core/llm/base_llm_engine.py:3:1: E302 expected 2 blank lines, found 1
core/llm/engines/dummy_llm_engine.py:5:1: E302 expected 2 blank lines, found 1
core/llm/engines/dummy_llm_engine.py:15:121: E501 line too long (132 > 120 characters)
core/llm/engines/dummy_llm_engine.py:34:77: E261 at least two spaces before inline comment
core/llm/engines/dummy_llm_engine.py:36:24: E261 at least two spaces before inline comment
core/llm/engines/dummy_llm_engine.py:44:1: E305 expected 2 blank lines after class or function definition, found 1
core/llm/engines/openai_llm_engine.py:3:10: E261 at least two spaces before inline comment
core/llm/engines/openai_llm_engine.py:10:1: E302 expected 2 blank lines, found 1
core/llm/engines/openai_llm_engine.py:33:121: E501 line too long (121 > 120 characters)
core/llm/engines/openai_llm_engine.py:42:121: E501 line too long (143 > 120 characters)
core/llm/engines/openai_llm_engine.py:76:32: E261 at least two spaces before inline comment
core/llm/engines/openai_llm_engine.py:78:21: E261 at least two spaces before inline comment
core/llm/engines/openai_llm_engine.py:93:87: E261 at least two spaces before inline comment
core/llm/engines/openai_llm_engine.py:99:32: E261 at least two spaces before inline comment
core/llm/engines/openai_llm_engine.py:102:1: E305 expected 2 blank lines after class or function definition, found 1
core/llm/engines/openai_llm_engine.py:113:121: E501 line too long (124 > 120 characters)
core/llm_plugin.py:5:1: F401 'typing.Union' imported but unused
core/llm_plugin.py:32:1: E302 expected 2 blank lines, found 1
core/llm_plugin.py:36:1: E302 expected 2 blank lines, found 1
core/llm_plugin.py:40:1: E302 expected 2 blank lines, found 1
core/llm_plugin.py:45:1: E302 expected 2 blank lines, found 1
core/llm_plugin.py:54:121: E501 line too long (144 > 120 characters)
core/llm_plugin.py:89:1: W293 blank line contains whitespace
core/llm_plugin.py:92:1: W293 blank line contains whitespace
core/llm_plugin.py:93:121: E501 line too long (144 > 120 characters)
core/llm_plugin.py:108:26: E111 indentation is not a multiple of 4
core/llm_plugin.py:108:26: E117 over-indented
core/llm_plugin.py:110:26: E111 indentation is not a multiple of 4
core/llm_plugin.py:110:26: E117 over-indented
core/llm_plugin.py:111:30: E111 indentation is not a multiple of 4
core/llm_plugin.py:112:30: E111 indentation is not a multiple of 4
core/llm_plugin.py:113:34: E111 indentation is not a multiple of 4
core/llm_plugin.py:114:30: E111 indentation is not a multiple of 4
core/llm_plugin.py:115:34: E111 indentation is not a multiple of 4
core/llm_plugin.py:116:26: E111 indentation is not a multiple of 4
core/llm_plugin.py:117:30: E111 indentation is not a multiple of 4
core/llm_plugin.py:131:26: E111 indentation is not a multiple of 4
core/llm_plugin.py:131:26: E117 over-indented
core/llm_plugin.py:133:26: E111 indentation is not a multiple of 4
core/llm_plugin.py:133:26: E117 over-indented
core/llm_plugin.py:138:17: E722 do not use bare 'except'
core/llm_plugin.py:154:1: W293 blank line contains whitespace
core/llm_plugin.py:157:1: W293 blank line contains whitespace
core/llm_plugin.py:168:27: E261 at least two spaces before inline comment
core/llm_plugin.py:186:14: E111 indentation is not a multiple of 4
core/llm_plugin.py:186:14: E117 over-indented
core/llm_plugin.py:200:121: E501 line too long (144 > 120 characters)
core/llm_plugin.py:212:1: W293 blank line contains whitespace
core/llm_plugin.py:222:52: W291 trailing whitespace
core/llm_plugin.py:234:13: E722 do not use bare 'except'
core/llm_plugin.py:256:9: E722 do not use bare 'except'
core/llm_plugin.py:263:23: E261 at least two spaces before inline comment
core/llm_plugin.py:300:121: E501 line too long (144 > 120 characters)
core/llm_plugin.py:308:121: E501 line too long (128 > 120 characters)
core/llm_plugin.py:316:52: W291 trailing whitespace
core/llm_plugin.py:358:99: E231 missing whitespace after ':'
core/llm_plugin.py:360:41: W291 trailing whitespace
core/llm_plugin.py:387:17: E722 do not use bare 'except'
core/llm_plugin.py:411:69: W291 trailing whitespace
core/llm_plugin.py:418:121: E501 line too long (144 > 120 characters)
core/llm_plugin.py:462:121: E501 line too long (144 > 120 characters)
core/llm_plugin.py:486:29: W291 trailing whitespace
core/llm_plugin.py:495:14: E111 indentation is not a multiple of 4
core/llm_plugin.py:495:14: E117 over-indented
core/llm_plugin.py:496:14: E111 indentation is not a multiple of 4
core/llm_plugin.py:501:1: E302 expected 2 blank lines, found 1
core/llm_plugin.py:520:81: W291 trailing whitespace
core/llm_plugin.py:525:44: W291 trailing whitespace
core/llm_plugin.py:528:51: W291 trailing whitespace
core/llm_plugin.py:539:27: W291 trailing whitespace
core/llm_plugin.py:554:121: E501 line too long (133 > 120 characters)
core/llm_plugin.py:557:1: W293 blank line contains whitespace
core/llm_plugin.py:567:1: W293 blank line contains whitespace
core/llm_plugin.py:581:14: E114 indentation is not a multiple of 4 (comment)
core/llm_plugin.py:581:14: E117 over-indented (comment)
core/llm_plugin.py:582:14: E114 indentation is not a multiple of 4 (comment)
core/llm_plugin.py:582:14: E117 over-indented (comment)
core/llm_plugin.py:583:14: E111 indentation is not a multiple of 4
core/llm_plugin.py:583:14: E117 over-indented
core/llm_plugin.py:616:121: E501 line too long (129 > 120 characters)
core/llm_plugin.py:633:14: E111 indentation is not a multiple of 4
core/llm_plugin.py:633:14: E117 over-indented
core/llm_plugin.py:634:18: E111 indentation is not a multiple of 4
core/llm_plugin.py:635:14: E111 indentation is not a multiple of 4
core/llm_plugin.py:639:1: W293 blank line contains whitespace
core/llm_plugin.py:643:14: E111 indentation is not a multiple of 4
core/llm_plugin.py:643:14: E117 over-indented
core/llm_plugin.py:643:121: E501 line too long (123 > 120 characters)
core/llm_plugin.py:662:101: W291 trailing whitespace
core/llm_plugin.py:666:14: E114 indentation is not a multiple of 4 (comment)
core/llm_plugin.py:666:14: E117 over-indented (comment)
core/llm_plugin.py:688:1: W293 blank line contains whitespace
core/llm_plugin.py:694:121: E501 line too long (144 > 120 characters)
core/llm_plugin.py:713:1: W293 blank line contains whitespace
core/llm_plugin.py:722:121: E501 line too long (129 > 120 characters)
core/llm_plugin.py:726:25: E261 at least two spaces before inline comment
core/llm_plugin.py:735:71: W291 trailing whitespace
core/llm_plugin.py:740:1: W293 blank line contains whitespace
core/llm_plugin.py:756:1: E305 expected 2 blank lines after class or function definition, found 1
core/llm_plugin.py:760:39: W291 trailing whitespace
core/llm_plugin.py:769:1: W293 blank line contains whitespace
core/llm_plugin.py:774:69: E261 at least two spaces before inline comment
core/llm_plugin.py:777:121: E501 line too long (155 > 120 characters)
core/llm_plugin.py:780:1: W293 blank line contains whitespace
core/llm_plugin.py:794:1: W293 blank line contains whitespace
core/llm_plugin.py:797:73: W291 trailing whitespace
core/main.py:1:1: F401 'sys' imported but unused
core/main.py:2:1: F401 'os' imported but unused
core/main.py:12:1: E302 expected 2 blank lines, found 1
core/main.py:44:39: E261 at least two spaces before inline comment
core/main.py:106:1: E302 expected 2 blank lines, found 1
core/main.py:110:1: E305 expected 2 blank lines after class or function definition, found 1
core/market_data/historical_loader.py:5:1: F401 'logging' imported but unused
core/market_data/historical_loader.py:6:1: F401 'typing.Optional' imported but unused
core/market_data/historical_loader.py:12:1: E302 expected 2 blank lines, found 1
core/market_data/historical_loader.py:21:121: E501 line too long (126 > 120 characters)
core/market_data/historical_loader.py:45:121: E501 line too long (121 > 120 characters)
core/market_data/historical_loader.py:93:14: E111 indentation is not a multiple of 4
core/market_data/historical_loader.py:93:14: E117 over-indented
core/market_data/historical_loader.py:94:14: E111 indentation is not a multiple of 4
core/market_data/service.py:1:1: F401 'typing.Union' imported but unused
core/market_data/service.py:29:1: W293 blank line contains whitespace
core/market_data/service.py:31:77: W291 trailing whitespace
core/market_data/service.py:42:1: W293 blank line contains whitespace
core/market_data/service.py:44:1: W293 blank line contains whitespace
core/market_data/service.py:49:1: W293 blank line contains whitespace
core/market_data/service.py:57:1: W293 blank line contains whitespace
core/market_data/service.py:59:1: W293 blank line contains whitespace
core/market_data/service.py:68:1: W293 blank line contains whitespace
core/market_data/service.py:78:60: W291 trailing whitespace
core/market_data/service.py:109:42: W291 trailing whitespace
core/market_data/service.py:131:1: W293 blank line contains whitespace
core/market_data/service.py:142:40: W291 trailing whitespace
core/market_data/service.py:161:1: W293 blank line contains whitespace
core/market_data/service.py:171:50: W291 trailing whitespace
core/market_data/service.py:172:1: W293 blank line contains whitespace
core/market_data/service.py:176:1: W293 blank line contains whitespace
core/market_data/service.py:202:42: W291 trailing whitespace
core/market_data/service.py:204:37: E261 at least two spaces before inline comment
core/market_data/service.py:205:1: W293 blank line contains whitespace
core/market_data/service.py:215:1: W293 blank line contains whitespace
core/mcp/registry.py:20:1: F401 'json' imported but unused
core/mcp/registry.py:21:1: F401 'os' imported but unused
core/mcp/registry.py:23:1: E302 expected 2 blank lines, found 1
core/mcp/registry.py:35:37: E261 at least two spaces before inline comment
core/mcp/registry.py:106:47: E261 at least two spaces before inline comment
core/mcp/registry.py:122:121: E501 line too long (140 > 120 characters)
core/mcp/registry.py:125:121: E501 line too long (123 > 120 characters)
core/mcp/registry.py:164:18: E131 continuation line unaligned for hanging indent
core/memory/engine.py:1:1: F401 'typing.Optional' imported but unused
core/memory/engine.py:4:1: F401 'datetime' imported but unused
core/memory/engine.py:7:1: E302 expected 2 blank lines, found 1
core/memory/engine.py:23:121: E501 line too long (179 > 120 characters)
core/memory/engine.py:88:121: E501 line too long (136 > 120 characters)
core/memory/engine.py:101:29: E261 at least two spaces before inline comment
core/memory/engine.py:111:121: E501 line too long (124 > 120 characters)
core/memory/provo_graph.py:11:1: E302 expected 2 blank lines, found 1
core/memory/provo_graph.py:20:22: E261 at least two spaces before inline comment
core/memory/provo_graph.py:92:14: E111 indentation is not a multiple of 4
core/memory/provo_graph.py:92:14: E117 over-indented
core/newsletter_layout/assets/__init__.py:1:1: F821 undefined name '__init__'
core/newsletter_layout/generator.py:7:1: F401 'typing.List' imported but unused
core/newsletter_layout/generator.py:15:1: E302 expected 2 blank lines, found 1
core/newsletter_layout/generator.py:49:9: F841 local variable 'node_map' is assigned to but never used
core/newsletter_layout/generator.py:82:43: E701 multiple statements on one line (colon)
core/pricing_engine/engine.py:3:1: F401 'typing.List' imported but unused
core/pricing_engine/engine.py:5:1: E302 expected 2 blank lines, found 1
core/pricing_engine/engine.py:29:121: E501 line too long (129 > 120 characters)
core/pricing_engine/engine.py:53:59: E261 at least two spaces before inline comment
core/procedures/autonomous_update.py:6:1: F401 'asyncio' imported but unused
core/procedures/autonomous_update.py:8:1: F401 'typing.Optional' imported but unused
core/procedures/autonomous_update.py:13:1: F401 'core.data_sources.data_fetcher.DataFetcher' imported but unused
core/procedures/autonomous_update.py:17:1: E302 expected 2 blank lines, found 1
core/procedures/autonomous_update.py:65:35: E261 at least two spaces before inline comment
core/procedures/autonomous_update.py:75:47: E701 multiple statements on one line (colon)
core/product/core_valuation.py:11:1: F401 'typing.Optional' imported but unused
core/product/core_valuation.py:11:1: F401 'typing.Union' imported but unused
core/product/core_valuation.py:14:1: E302 expected 2 blank lines, found 1
core/product/core_valuation.py:104:14: E111 indentation is not a multiple of 4
core/product/core_valuation.py:104:14: E117 over-indented
core/product/core_valuation.py:106:121: E501 line too long (157 > 120 characters)
core/product/core_valuation.py:109:9: E731 do not assign a lambda expression, use a def
core/product/core_valuation.py:110:9: E731 do not assign a lambda expression, use a def
core/product/core_valuation.py:115:121: E501 line too long (200 > 120 characters)
core/product/core_valuation.py:119:121: E501 line too long (201 > 120 characters)
core/product/core_valuation.py:181:121: E501 line too long (121 > 120 characters)
core/prompting/base_prompt_plugin.py:14:1: E302 expected 2 blank lines, found 1
core/prompting/base_prompt_plugin.py:28:1: E302 expected 2 blank lines, found 1
core/prompting/loader.py:5:1: F401 'typing.Dict' imported but unused
core/prompting/loader.py:5:1: F401 'typing.Optional' imported but unused
core/prompting/loader.py:15:1: E302 expected 2 blank lines, found 1
core/prompting/loader.py:49:26: E701 multiple statements on one line (colon)
core/prompting/loader.py:73:1: E302 expected 2 blank lines, found 1
core/prompting/plugins/crisis_simulation_plugin.py:6:1: E302 expected 2 blank lines, found 1
core/prompting/plugins/crisis_simulation_plugin.py:27:121: E501 line too long (126 > 120 characters)
core/prompting/plugins/financial_truth_plugin.py:6:1: E302 expected 2 blank lines, found 1
core/prompting/registry.py:5:1: E302 expected 2 blank lines, found 1
core/prompting/registry.py:28:1: E305 expected 2 blank lines after class or function definition, found 1
core/rag/document_handling.py:4:1: E302 expected 2 blank lines, found 1
core/rag/document_handling.py:9:43: E261 at least two spaces before inline comment
core/rag/document_handling.py:16:1: E302 expected 2 blank lines, found 1
core/rag/document_handling.py:39:57: E261 at least two spaces before inline comment
core/rag/document_handling.py:40:14: E114 indentation is not a multiple of 4 (comment)
core/rag/document_handling.py:40:14: E117 over-indented (comment)
core/rag/document_handling.py:41:14: E114 indentation is not a multiple of 4 (comment)
core/rag/document_handling.py:41:14: E117 over-indented (comment)
core/rag/document_handling.py:42:14: E114 indentation is not a multiple of 4 (comment)
core/rag/document_handling.py:42:14: E117 over-indented (comment)
core/rag/document_handling.py:43:14: E114 indentation is not a multiple of 4 (comment)
core/rag/document_handling.py:43:14: E117 over-indented (comment)
core/rag/document_handling.py:44:14: E111 indentation is not a multiple of 4
core/rag/document_handling.py:44:14: E117 over-indented
core/rag/document_handling.py:44:18: E261 at least two spaces before inline comment
core/rag/document_handling.py:60:53: E261 at least two spaces before inline comment
core/rag/document_handling.py:61:121: E501 line too long (125 > 120 characters)
core/rag/document_handling.py:63:47: E261 at least two spaces before inline comment
core/rag/document_handling.py:68:36: E261 at least two spaces before inline comment
core/rag/document_handling.py:71:1: E305 expected 2 blank lines after class or function definition, found 1
core/rag/document_handling.py:74:121: E501 line too long (314 > 120 characters)
core/rag/document_handling.py:99:11: F541 f-string is missing placeholders
core/rag/document_handling.py:105:11: F541 f-string is missing placeholders
core/risk_engine/engine.py:1:1: F401 'typing.Union' imported but unused
core/risk_engine/engine.py:4:1: F401 'statistics' imported but unused
core/risk_engine/engine.py:23:1: W293 blank line contains whitespace
core/risk_engine/engine.py:28:1: W293 blank line contains whitespace
core/risk_engine/engine.py:51:39: W291 trailing whitespace
core/risk_engine/engine.py:52:66: W291 trailing whitespace
core/risk_engine/engine.py:53:65: W291 trailing whitespace
core/risk_engine/engine.py:57:1: W293 blank line contains whitespace
core/risk_engine/engine.py:60:1: W293 blank line contains whitespace
core/risk_engine/engine.py:86:1: W293 blank line contains whitespace
core/risk_engine/engine.py:89:1: W293 blank line contains whitespace
core/risk_engine/engine.py:93:70: W291 trailing whitespace
core/risk_engine/engine.py:110:39: W291 trailing whitespace
core/risk_engine/engine.py:111:65: W291 trailing whitespace
core/risk_engine/engine.py:112:57: W291 trailing whitespace
core/risk_engine/engine.py:123:1: W293 blank line contains whitespace
core/risk_engine/engine.py:190:14: E261 at least two spaces before inline comment
core/risk_engine/engine.py:225:14: E261 at least two spaces before inline comment
core/schemas/config_schema.py:5:1: E302 expected 2 blank lines, found 1
core/schemas/config_schema.py:17:1: E302 expected 2 blank lines, found 1
core/schemas/config_schema.py:27:1: E302 expected 2 blank lines, found 1
core/schemas/config_schema.py:35:1: E302 expected 2 blank lines, found 1
core/schemas/credit_conformance.py:6:1: E302 expected 2 blank lines, found 1
core/schemas/credit_conformance.py:12:1: E302 expected 2 blank lines, found 1
core/schemas/credit_conformance.py:17:1: E302 expected 2 blank lines, found 1
core/schemas/credit_conformance.py:22:1: E302 expected 2 blank lines, found 1
core/schemas/credit_conformance.py:27:1: E302 expected 2 blank lines, found 1
core/schemas/credit_conformance.py:32:1: E302 expected 2 blank lines, found 1
core/schemas/credit_conformance.py:36:1: E302 expected 2 blank lines, found 1
core/schemas/credit_conformance.py:40:1: E302 expected 2 blank lines, found 1
core/schemas/credit_conformance.py:50:1: E302 expected 2 blank lines, found 1
core/schemas/credit_conformance.py:57:1: E302 expected 2 blank lines, found 1
core/schemas/crisis_simulation.py:5:1: E302 expected 2 blank lines, found 1
core/schemas/crisis_simulation.py:18:121: E501 line too long (123 > 120 characters)
core/schemas/crisis_simulation.py:20:121: E501 line too long (124 > 120 characters)
core/schemas/crisis_simulation.py:22:1: E302 expected 2 blank lines, found 1
core/schemas/crisis_simulation.py:33:1: E302 expected 2 blank lines, found 1
core/schemas/crisis_simulation.py:44:1: E302 expected 2 blank lines, found 1
core/schemas/crisis_simulation.py:51:121: E501 line too long (121 > 120 characters)
core/schemas/financial_truth.py:3:1: E302 expected 2 blank lines, found 1
core/schemas/financial_truth.py:10:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp.py:10:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp.py:15:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp.py:23:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp.py:35:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp.py:43:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp.py:47:57: W291 trailing whitespace
core/schemas/hnasp.py:50:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp.py:54:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp.py:58:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp.py:65:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp.py:72:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp.py:81:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp.py:88:48: E261 at least two spaces before inline comment
core/schemas/hnasp.py:91:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp.py:97:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp.py:106:1: E305 expected 2 blank lines after class or function definition, found 1
core/schemas/hnasp.py:106:19: W292 no newline at end of file
core/schemas/hnasp_v23/agent_state.py:1:1: F401 'pydantic.validator' imported but unused
core/schemas/hnasp_v23/agent_state.py:2:1: F401 'typing.Optional' imported but unused
core/schemas/hnasp_v23/agent_state.py:6:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp_v23/agent_state.py:12:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp_v23/agent_state.py:18:1: E302 expected 2 blank lines, found 1
core/schemas/hnasp_v23/agent_state.py:25:1: E302 expected 2 blank lines, found 1
core/schemas/market_data_schema.py:2:1: F401 'pandera.typing.DataFrame' imported but unused
core/schemas/market_data_schema.py:4:1: E302 expected 2 blank lines, found 1
core/schemas/market_data_schema.py:18:23: E261 at least two spaces before inline comment
core/schemas/v23_5_schema.py:2:1: F401 'typing.Optional' imported but unused
core/schemas/v23_5_schema.py:7:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:12:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:20:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:25:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:29:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:36:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:40:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:45:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:50:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:55:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:60:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:66:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:71:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:76:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:82:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:89:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:95:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:99:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:106:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:113:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:119:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:126:1: E302 expected 2 blank lines, found 1
core/schemas/v23_5_schema.py:131:1: E302 expected 2 blank lines, found 1
core/settings.py:2:1: F401 'typing.List' imported but unused
core/settings.py:3:1: F401 'os' imported but unused
core/settings.py:5:1: E302 expected 2 blank lines, found 1
core/settings.py:43:1: E305 expected 2 blank lines after class or function definition, found 1
core/simulations/Credit_Rating_Assessment_Simulation.py:9:1: E302 expected 2 blank lines, found 1
core/simulations/Credit_Rating_Assessment_Simulation.py:27:5: E303 too many blank lines (2)
core/simulations/Credit_Rating_Assessment_Simulation.py:58:121: E501 line too long (174 > 120 characters)
core/simulations/Credit_Rating_Assessment_Simulation.py:59:121: E501 line too long (268 > 120 characters)
core/simulations/Credit_Rating_Assessment_Simulation.py:78:121: E501 line too long (210 > 120 characters)
core/simulations/Credit_Rating_Assessment_Simulation.py:84:121: E501 line too long (240 > 120 characters)
core/simulations/Credit_Rating_Assessment_Simulation.py:89:121: E501 line too long (218 > 120 characters)
core/simulations/Credit_Rating_Assessment_Simulation.py:95:121: E501 line too long (240 > 120 characters)
core/simulations/Credit_Rating_Assessment_Simulation.py:98:121: E501 line too long (164 > 120 characters)
core/simulations/Credit_Rating_Assessment_Simulation.py:102:121: E501 line too long (289 > 120 characters)
core/simulations/Credit_Rating_Assessment_Simulation.py:105:121: E501 line too long (155 > 120 characters)
core/simulations/Credit_Rating_Assessment_Simulation.py:110:121: E501 line too long (268 > 120 characters)
core/simulations/Fraud_Detection_Simulation.py:9:1: E302 expected 2 blank lines, found 1
core/simulations/Fraud_Detection_Simulation.py:133:74: F821 undefined name 'datetime'
core/simulations/Fraud_Detection_Simulation.py:135:26: F821 undefined name 'datetime'
core/simulations/Fraud_Detection_Simulation.py:139:87: F821 undefined name 'datetime'
core/simulations/Fraud_Detection_Simulation.py:139:121: E501 line too long (130 > 120 characters)
core/simulations/Investment_Committee_Simulation.py:14:1: E302 expected 2 blank lines, found 1
core/simulations/Investment_Committee_Simulation.py:15:121: E501 line too long (137 > 120 characters)
core/simulations/Investment_Committee_Simulation.py:182:121: E501 line too long (121 > 120 characters)
core/simulations/Merger_Acquisition_Simulation.py:10:1: E302 expected 2 blank lines, found 1
core/simulations/Merger_Acquisition_Simulation.py:66:121: E501 line too long (130 > 120 characters)
core/simulations/Merger_Acquisition_Simulation.py:135:121: E501 line too long (165 > 120 characters)
core/simulations/Merger_Acquisition_Simulation.py:203:26: F821 undefined name 'datetime'
core/simulations/Portfolio_Optimization_Simulation.py:12:1: E302 expected 2 blank lines, found 1
core/simulations/Portfolio_Optimization_Simulation.py:67:121: E501 line too long (121 > 120 characters)
core/simulations/Portfolio_Optimization_Simulation.py:82:121: E501 line too long (168 > 120 characters)
core/simulations/Portfolio_Optimization_Simulation.py:273:26: F821 undefined name 'datetime'
core/simulations/Portfolio_Optimization_Simulation.py:277:121: E501 line too long (158 > 120 characters)
core/simulations/Regulatory_Compliance_Simulation.py:9:1: E302 expected 2 blank lines, found 1
core/simulations/Regulatory_Compliance_Simulation.py:56:121: E501 line too long (122 > 120 characters)
core/simulations/Regulatory_Compliance_Simulation.py:61:121: E501 line too long (130 > 120 characters)
core/simulations/Regulatory_Compliance_Simulation.py:140:26: F821 undefined name 'datetime'
core/simulations/Regulatory_Compliance_Simulation.py:144:121: E501 line too long (122 > 120 characters)
core/simulations/Stress_Testing_Simulation.py:10:1: E302 expected 2 blank lines, found 1
core/simulations/Stress_Testing_Simulation.py:69:121: E501 line too long (158 > 120 characters)
core/simulations/Stress_Testing_Simulation.py:123:121: E501 line too long (131 > 120 characters)
core/simulations/Stress_Testing_Simulation.py:125:26: F821 undefined name 'datetime'
core/simulations/Stress_Testing_Simulation.py:129:121: E501 line too long (163 > 120 characters)
core/simulations/client_simulation_builder.py:5:1: F401 'sys' imported but unused
core/simulations/client_simulation_builder.py:7:1: E302 expected 2 blank lines, found 1
core/simulations/client_simulation_builder.py:8:121: E501 line too long (141 > 120 characters)
core/simulations/client_simulation_builder.py:16:14: E111 indentation is not a multiple of 4
core/simulations/client_simulation_builder.py:16:14: E117 over-indented
core/simulations/client_simulation_builder.py:17:14: E111 indentation is not a multiple of 4
core/simulations/client_simulation_builder.py:48:1: E305 expected 2 blank lines after class or function definition, found 1
core/strategy/alpha_signals.py:1:1: F401 'typing.List' imported but unused
core/strategy/alpha_signals.py:3:1: E302 expected 2 blank lines, found 1
core/strategy/alpha_signals.py:16:33: E261 at least two spaces before inline comment
core/strategy/manager.py:1:1: F401 'typing.List' imported but unused
core/strategy/manager.py:3:1: E302 expected 2 blank lines, found 1
core/system/agent_improvement_pipeline.py:3:1: F401 'os' imported but unused
core/system/agent_improvement_pipeline.py:11:1: E302 expected 2 blank lines, found 1
core/system/agent_improvement_pipeline.py:63:121: E501 line too long (144 > 120 characters)
core/system/agent_improvement_pipeline.py:83:36: E701 multiple statements on one line (colon)
core/system/agent_improvement_pipeline.py:87:30: E111 indentation is not a multiple of 4
core/system/agent_improvement_pipeline.py:87:30: E117 over-indented
core/system/agent_improvement_pipeline.py:88:34: E111 indentation is not a multiple of 4
core/system/agent_improvement_pipeline.py:89:34: E111 indentation is not a multiple of 4
core/system/agent_improvement_pipeline.py:95:121: E501 line too long (153 > 120 characters)
core/system/agent_improvement_pipeline.py:108:121: E501 line too long (173 > 120 characters)
core/system/agent_improvement_pipeline.py:109:121: E501 line too long (203 > 120 characters)
core/system/agent_orchestrator.py:17:1: F401 'core.agents.query_understanding_agent.QueryUnderstandingAgent' imported but unused
core/system/agent_orchestrator.py:18:1: F401 'core.agents.data_retrieval_agent.DataRetrievalAgent' imported but unused
core/system/agent_orchestrator.py:19:1: F401 'core.agents.market_sentiment_agent.MarketSentimentAgent' imported but unused
core/system/agent_orchestrator.py:20:1: F401 'core.agents.macroeconomic_analysis_agent.MacroeconomicAnalysisAgent' imported but unused
core/system/agent_orchestrator.py:21:1: F401 'core.agents.geopolitical_risk_agent.GeopoliticalRiskAgent' imported but unused
core/system/agent_orchestrator.py:22:1: F401 'core.agents.industry_specialist_agent.IndustrySpecialistAgent' imported but unused
core/system/agent_orchestrator.py:23:1: F401 'core.agents.fundamental_analyst_agent.FundamentalAnalystAgent' imported but unused
core/system/agent_orchestrator.py:24:1: F401 'core.agents.technical_analyst_agent.TechnicalAnalystAgent' imported but unused
core/system/agent_orchestrator.py:25:1: F401 'core.agents.risk_assessment_agent.RiskAssessmentAgent' imported but unused
core/system/agent_orchestrator.py:26:1: F401 'core.agents.newsletter_layout_specialist_agent.NewsletterLayoutSpecialist as NewsletterLayoutSpecialistAgent' imported but unused
core/system/agent_orchestrator.py:27:1: F401 'core.agents.data_verification_agent.DataVerificationAgent' imported but unused
core/system/agent_orchestrator.py:28:1: F401 'core.agents.lexica_agent.LexicaAgent' imported but unused
core/system/agent_orchestrator.py:29:1: F401 'core.agents.archive_manager_agent.ArchiveManagerAgent' imported but unused
core/system/agent_orchestrator.py:30:1: F401 'core.agents.agent_forge.AgentForge' imported but unused
core/system/agent_orchestrator.py:31:1: F401 'core.agents.prompt_tuner.PromptTuner' imported but unused
core/system/agent_orchestrator.py:32:1: F401 'core.agents.code_alchemist.CodeAlchemist' imported but unused
core/system/agent_orchestrator.py:33:1: F401 'core.agents.lingua_maestro.LinguaMaestro' imported but unused
core/system/agent_orchestrator.py:34:1: F401 'core.agents.sense_weaver.SenseWeaver' imported but unused
core/system/agent_orchestrator.py:35:1: F401 'core.agents.snc_analyst_agent.SNCAnalystAgent' imported but unused
core/system/agent_orchestrator.py:35:58: E261 at least two spaces before inline comment
core/system/agent_orchestrator.py:36:1: F401 'core.agents.behavioral_economics_agent.BehavioralEconomicsAgent' imported but unused
core/system/agent_orchestrator.py:37:1: F401 'core.agents.meta_cognitive_agent.MetaCognitiveAgent' imported but unused
core/system/agent_orchestrator.py:43:49: E261 at least two spaces before inline comment
core/system/agent_orchestrator.py:64:1: E402 module level import not at top of file
core/system/agent_orchestrator.py:87:56: E261 at least two spaces before inline comment
core/system/agent_orchestrator.py:92:33: E261 at least two spaces before inline comment
core/system/agent_orchestrator.py:93:31: E261 at least two spaces before inline comment
core/system/agent_orchestrator.py:106:1: W293 blank line contains whitespace
core/system/agent_orchestrator.py:130:48: E261 at least two spaces before inline comment
core/system/agent_orchestrator.py:147:121: E501 line too long (147 > 120 characters)
core/system/agent_orchestrator.py:155:121: E501 line too long (149 > 120 characters)
core/system/agent_orchestrator.py:160:121: E501 line too long (165 > 120 characters)
core/system/agent_orchestrator.py:172:70: E261 at least two spaces before inline comment
core/system/agent_orchestrator.py:182:73: E261 at least two spaces before inline comment
core/system/agent_orchestrator.py:183:121: E501 line too long (148 > 120 characters)
core/system/agent_orchestrator.py:185:121: E501 line too long (125 > 120 characters)
core/system/agent_orchestrator.py:188:121: E501 line too long (167 > 120 characters)
core/system/agent_orchestrator.py:197:121: E501 line too long (133 > 120 characters)
core/system/agent_orchestrator.py:201:38: E261 at least two spaces before inline comment
core/system/agent_orchestrator.py:213:121: E501 line too long (128 > 120 characters)
core/system/agent_orchestrator.py:220:121: E501 line too long (131 > 120 characters)
core/system/agent_orchestrator.py:221:121: E501 line too long (143 > 120 characters)
core/system/agent_orchestrator.py:223:121: E501 line too long (135 > 120 characters)
core/system/agent_orchestrator.py:224:121: E501 line too long (129 > 120 characters)
core/system/agent_orchestrator.py:234:5: E303 too many blank lines (2)
core/system/agent_orchestrator.py:241:1: W293 blank line contains whitespace
core/system/agent_orchestrator.py:246:31: E701 multiple statements on one line (colon)
core/system/agent_orchestrator.py:247:35: E261 at least two spaces before inline comment
core/system/agent_orchestrator.py:251:1: W293 blank line contains whitespace
core/system/agent_orchestrator.py:270:121: E501 line too long (130 > 120 characters)
core/system/agent_orchestrator.py:431:121: E501 line too long (140 > 120 characters)
core/system/agent_orchestrator.py:576:1: W293 blank line contains whitespace
core/system/agent_orchestrator.py:584:121: E501 line too long (123 > 120 characters)
core/system/agent_orchestrator.py:587:121: E501 line too long (128 > 120 characters)
core/system/agent_orchestrator.py:589:121: E501 line too long (147 > 120 characters)
core/system/agent_orchestrator.py:592:121: E501 line too long (131 > 120 characters)
core/system/agent_orchestrator.py:594:35: E261 at least two spaces before inline comment
core/system/agent_orchestrator.py:595:18: E111 indentation is not a multiple of 4
core/system/agent_orchestrator.py:595:18: E117 over-indented
core/system/agent_orchestrator.py:598:17: E122 continuation line missing indentation or outdented
core/system/agent_orchestrator.py:601:5: E303 too many blank lines (2)
core/system/agent_orchestrator.py:643:5: F841 local variable 'limited_runtime' is assigned to but never used
core/system/brokers/rabbitmq_client.py:6:1: E302 expected 2 blank lines, found 1
core/system/data_manager.py:4:1: E302 expected 2 blank lines, found 1
core/system/echo.py:6:9: E265 block comment should start with '# '
core/system/echo.py:13:9: E265 block comment should start with '# '
core/system/echo.py:20:9: E265 block comment should start with '# '
core/system/echo.py:27:9: E265 block comment should start with '# '
core/system/error_handler.py:3:1: F401 'core.utils.config_utils.load_error_codes' imported but unused
core/system/error_handler.py:3:53: E261 at least two spaces before inline comment
core/system/error_handler.py:5:1: E302 expected 2 blank lines, found 1
core/system/error_handler.py:66:1: E302 expected 2 blank lines, found 1
core/system/error_handler.py:75:1: E302 expected 2 blank lines, found 1
core/system/error_handler.py:86:1: E302 expected 2 blank lines, found 0
core/system/error_handler.py:87:6: E111 indentation is not a multiple of 4
core/system/error_handler.py:87:6: E117 over-indented
core/system/error_handler.py:90:6: E111 indentation is not a multiple of 4
core/system/error_handler.py:95:1: E302 expected 2 blank lines, found 0
core/system/error_handler.py:96:6: E111 indentation is not a multiple of 4
core/system/error_handler.py:96:6: E117 over-indented
core/system/error_handler.py:99:6: E111 indentation is not a multiple of 4
core/system/error_handler.py:101:19: F541 f-string is missing placeholders
core/system/error_handler.py:107:1: E302 expected 2 blank lines, found 1
core/system/hybrid_orchestrator.py:1:1: F401 'asyncio' imported but unused
core/system/hybrid_orchestrator.py:2:1: F401 'typing.Union' imported but unused
core/system/hybrid_orchestrator.py:7:1: E302 expected 2 blank lines, found 1
core/system/hybrid_orchestrator.py:9:74: W291 trailing whitespace
core/system/hybrid_orchestrator.py:14:33: E261 at least two spaces before inline comment
core/system/hybrid_orchestrator.py:15:31: E261 at least two spaces before inline comment
core/system/interaction_loop.py:34:5: E303 too many blank lines (2)
core/system/interaction_loop.py:56:29: F541 f-string is missing placeholders
core/system/interaction_loop.py:61:14: E114 indentation is not a multiple of 4 (comment)
core/system/interaction_loop.py:61:14: E117 over-indented (comment)
core/system/interaction_loop.py:67:14: E114 indentation is not a multiple of 4 (comment)
core/system/interaction_loop.py:67:14: E116 unexpected indentation (comment)
core/system/interaction_loop.py:72:9: E303 too many blank lines (2)
core/system/interaction_loop.py:83:9: E303 too many blank lines (2)
core/system/interaction_loop.py:103:17: E303 too many blank lines (2)
core/system/interaction_loop.py:113:29: F541 f-string is missing placeholders
core/system/interaction_loop.py:133:5: E303 too many blank lines (2)
core/system/kg_cache.py:8:1: E302 expected 2 blank lines, found 1
core/system/kg_cache.py:29:34: E261 at least two spaces before inline comment
core/system/kg_cache.py:31:34: E261 at least two spaces before inline comment
core/system/knowledge_base.py:13:1: E302 expected 2 blank lines, found 1
core/system/learning/trace_collector.py:24:1: E302 expected 2 blank lines, found 1
core/system/learning/trace_collector.py:29:1: E302 expected 2 blank lines, found 1
core/system/learning/trace_collector.py:29:21: F821 undefined name 'BaseModel'
core/system/learning/trace_collector.py:32:19: E261 at least two spaces before inline comment
core/system/learning/trace_collector.py:36:1: E302 expected 2 blank lines, found 1
core/system/learning/trace_collector.py:61:1: E302 expected 2 blank lines, found 1
core/system/learning/trace_collector.py:87:1: W293 blank line contains whitespace
core/system/learning/trace_collector.py:91:1: W293 blank line contains whitespace
core/system/learning/trace_collector.py:113:121: E501 line too long (125 > 120 characters)
core/system/learning/trace_collector.py:123:1: E305 expected 2 blank lines after class or function definition, found 1
core/system/memory_consolidator.py:5:1: F401 'json' imported but unused
core/system/memory_consolidator.py:10:1: E302 expected 2 blank lines, found 1
core/system/memory_consolidator.py:54:20: F541 f-string is missing placeholders
core/system/memory_consolidator.py:55:21: F541 f-string is missing placeholders
core/system/memory_manager.py:12:5: F401 'numpy as np' imported but unused
core/system/memory_manager.py:18:1: E302 expected 2 blank lines, found 1
core/system/memory_manager.py:103:33: E701 multiple statements on one line (colon)
core/system/memory_manager.py:143:36: E261 at least two spaces before inline comment
core/system/message_broker.py:8:1: E302 expected 2 blank lines, found 1
core/system/monitoring.py:4:1: E302 expected 2 blank lines, found 1
core/system/nexus_zero_orchestrator.py:2:1: F401 'asyncio' imported but unused
core/system/nexus_zero_orchestrator.py:3:1: F401 'typing.List' imported but unused
core/system/nexus_zero_orchestrator.py:12:1: E302 expected 2 blank lines, found 1
core/system/plugin_manager.py:7:1: E302 expected 2 blank lines, found 1
core/system/reasoning/integrity_monitor.py:15:1: F401 'typing.Optional' imported but unused
core/system/reasoning/integrity_monitor.py:15:1: F401 'typing.Union' imported but unused
core/system/reasoning/integrity_monitor.py:16:1: F401 'pydantic.Field' imported but unused
core/system/reasoning/integrity_monitor.py:16:1: F401 'pydantic.ValidationError' imported but unused
core/system/reasoning/integrity_monitor.py:17:1: F401 'numpy as np' imported but unused
core/system/reasoning/integrity_monitor.py:20:1: F401 'core.utils.logging_utils.get_logger' imported but unused
core/system/reasoning/integrity_monitor.py:20:48: E261 at least two spaces before inline comment
core/system/reasoning/integrity_monitor.py:26:1: E302 expected 2 blank lines, found 1
core/system/reasoning/integrity_monitor.py:33:1: E302 expected 2 blank lines, found 1
core/system/reasoning/integrity_monitor.py:40:1: E302 expected 2 blank lines, found 1
core/system/reasoning/integrity_monitor.py:73:1: W293 blank line contains whitespace
core/system/reasoning/integrity_monitor.py:79:1: W293 blank line contains whitespace
core/system/reasoning/integrity_monitor.py:86:41: W291 trailing whitespace
core/system/reasoning/integrity_monitor.py:93:121: E501 line too long (126 > 120 characters)
core/system/reasoning/integrity_monitor.py:130:1: W293 blank line contains whitespace
core/system/reasoning/integrity_monitor.py:152:56: W291 trailing whitespace
core/system/reasoning/integrity_monitor.py:155:1: W293 blank line contains whitespace
core/system/reasoning/integrity_monitor.py:161:1: W293 blank line contains whitespace
core/system/reasoning/integrity_monitor.py:164:1: E305 expected 2 blank lines after class or function definition, found 1
core/system/reasoning/integrity_monitor.py:167:1: W293 blank line contains whitespace
core/system/reasoning/integrity_monitor.py:172:1: W293 blank line contains whitespace
core/system/repo_graph.py:5:1: F401 'typing.List' imported but unused
core/system/repo_graph.py:9:1: E302 expected 2 blank lines, found 1
core/system/repo_graph.py:52:9: F841 local variable 'e' is assigned to but never used
core/system/resource_manager.py:4:1: F401 'time' imported but unused
core/system/resource_manager.py:6:1: E302 expected 2 blank lines, found 1
core/system/resource_manager.py:71:121: E501 line too long (122 > 120 characters)
core/system/system_controller.py:4:1: F403 'from agents import *' used; unable to detect undefined names
core/system/system_controller.py:4:21: E261 at least two spaces before inline comment
core/system/system_controller.py:5:52: E261 at least two spaces before inline comment
core/system/system_controller.py:7:1: E302 expected 2 blank lines, found 1
core/system/system_controller.py:33:5: E303 too many blank lines (2)
core/system/system_controller.py:59:12: F405 'command_name' may be undefined, or defined from star imports: agents
core/system/system_controller.py:60:69: F405 'command_args' may be undefined, or defined from star imports: agents
core/system/system_controller.py:61:14: F405 'command_name' may be undefined, or defined from star imports: agents
core/system/system_controller.py:62:71: F405 'command_args' may be undefined, or defined from star imports: agents
core/system/system_controller.py:85:1: E305 expected 2 blank lines after class or function definition, found 1
core/system/system_controller.py:90:121: E501 line too long (126 > 120 characters)
core/system/system_controller.py:91:34: E261 at least two spaces before inline comment
core/system/task_scheduler.py:5:1: E265 block comment should start with '# '
core/system/task_scheduler.py:7:1: E302 expected 2 blank lines, found 1
core/system/task_scheduler.py:11:9: E265 block comment should start with '# '
core/system/task_scheduler.py:20:13: E265 block comment should start with '# '
core/system/task_scheduler.py:26:13: E265 block comment should start with '# '
core/system/task_scheduler.py:35:9: E265 block comment should start with '# '
core/system/task_scheduler.py:36:9: E265 block comment should start with '# '
core/system/temporal_engine.py:6:1: F401 'typing.List' imported but unused
core/system/temporal_engine.py:7:1: F401 'datetime.timedelta' imported but unused
core/system/temporal_engine.py:12:1: E302 expected 2 blank lines, found 1
core/system/temporal_engine.py:44:1: E302 expected 2 blank lines, found 1
core/system/temporal_engine.py:88:33: E261 at least two spaces before inline comment
core/system/v22_async/async_agent_base.py:13:1: E302 expected 2 blank lines, found 1
core/system/v22_async/async_agent_base.py:18:121: E501 line too long (127 > 120 characters)
core/system/v22_async/async_task.py:4:1: E302 expected 2 blank lines, found 1
core/system/v22_async/async_workflow_manager.py:11:1: E302 expected 2 blank lines, found 1
core/system/v22_async/workflow.py:2:1: F401 'typing.List' imported but unused
core/system/v22_async/workflow.py:5:1: E302 expected 2 blank lines, found 1
core/system/v23_graph_engine/adaptive_system_poc.py:11:1: E302 expected 2 blank lines, found 1
core/system/v23_graph_engine/adaptive_system_poc.py:17:1: E302 expected 2 blank lines, found 1
core/system/v23_graph_engine/adaptive_system_poc.py:29:1: E302 expected 2 blank lines, found 1
core/system/v23_graph_engine/adaptive_system_poc.py:35:121: E501 line too long (138 > 120 characters)
core/system/v23_graph_engine/adaptive_system_poc.py:36:121: E501 line too long (148 > 120 characters)
core/system/v23_graph_engine/adaptive_system_poc.py:37:121: E501 line too long (148 > 120 characters)
core/system/v23_graph_engine/adaptive_system_poc.py:38:121: E501 line too long (123 > 120 characters)
core/system/v23_graph_engine/adaptive_system_poc.py:39:121: E501 line too long (133 > 120 characters)
core/system/v23_graph_engine/adaptive_system_poc.py:45:1: E302 expected 2 blank lines, found 1
core/system/v23_graph_engine/adaptive_system_poc.py:51:121: E501 line too long (147 > 120 characters)
core/system/v23_graph_engine/adaptive_system_poc.py:56:1: E302 expected 2 blank lines, found 1
core/system/v23_graph_engine/adaptive_system_poc.py:65:1: E302 expected 2 blank lines, found 1
core/system/v23_graph_engine/adaptive_system_poc.py:74:1: E302 expected 2 blank lines, found 1
core/system/v23_graph_engine/adaptive_system_poc.py:86:1: E302 expected 2 blank lines, found 1
core/system/v23_graph_engine/adaptive_system_poc.py:126:1: E305 expected 2 blank lines after class or function definition, found 1
core/system/v23_graph_engine/adaptive_system_poc.py:128:1: W293 blank line contains whitespace
core/system/v23_graph_engine/adaptive_system_poc.py:132:1: W293 blank line contains whitespace
core/system/v23_graph_engine/adaptive_system_poc.py:136:24: E261 at least two spaces before inline comment
core/system/v23_graph_engine/adaptive_system_poc.py:137:29: E261 at least two spaces before inline comment
core/system/v23_graph_engine/adaptive_system_poc.py:139:1: W293 blank line contains whitespace
core/system/v23_graph_engine/adaptive_system_poc.py:143:1: W293 blank line contains whitespace
core/system/v23_graph_engine/cyclical_graph_poc.py:2:1: F401 'typing.List' imported but unused
core/system/v23_graph_engine/cyclical_graph_poc.py:5:1: E302 expected 2 blank lines, found 1
core/system/v23_graph_engine/cyclical_graph_poc.py:18:1: E302 expected 2 blank lines, found 1
core/system/v23_graph_engine/cyclical_graph_poc.py:27:1: W293 blank line contains whitespace
core/system/v23_graph_engine/cyclical_graph_poc.py:31:1: E302 expected 2 blank lines, found 1
core/system/v23_graph_engine/cyclical_graph_poc.py:40:1: E302 expected 2 blank lines, found 1
core/system/v23_graph_engine/cyclical_graph_poc.py:50:1: E305 expected 2 blank lines after class or function definition, found 1
core/tools/base_tool.py:4:1: E302 expected 2 blank lines, found 1
core/tools/universal_ingestor_mcp.py:2:1: F401 'core.data_processing.universal_ingestor.ArtifactType' imported but unused
core/tools/universal_ingestor_mcp.py:3:1: F401 'typing.Any' imported but unused
core/tools/universal_ingestor_mcp.py:3:1: F401 'typing.Dict' imported but unused
core/tools/universal_ingestor_mcp.py:7:1: E302 expected 2 blank lines, found 1
core/tools/universal_ingestor_mcp.py:15:14: E111 indentation is not a multiple of 4
core/tools/universal_ingestor_mcp.py:15:14: E117 over-indented
core/tools/universal_ingestor_mcp.py:15:18: E261 at least two spaces before inline comment
core/tools/universal_ingestor_mcp.py:25:14: E114 indentation is not a multiple of 4 (comment)
core/tools/universal_ingestor_mcp.py:25:14: E117 over-indented (comment)
core/tools/universal_ingestor_mcp.py:26:14: E111 indentation is not a multiple of 4
core/tools/universal_ingestor_mcp.py:26:14: E117 over-indented
core/tools/universal_ingestor_mcp.py:27:18: E111 indentation is not a multiple of 4
core/tools/universal_ingestor_mcp.py:28:18: E111 indentation is not a multiple of 4
core/tools/web_search_tool.py:2:1: F401 'typing.Any' imported but unused
core/tools/web_search_tool.py:14:1: E302 expected 2 blank lines, found 1
core/tools/web_search_tool.py:25:121: E501 line too long (126 > 120 characters)
core/tools/web_search_tool.py:32:121: E501 line too long (164 > 120 characters)
core/tools/web_search_tool.py:34:72: E261 at least two spaces before inline comment
core/tools/web_search_tool.py:47:38: E261 at least two spaces before inline comment
core/tools/web_search_tool.py:59:121: E501 line too long (196 > 120 characters)
core/tools/web_search_tool.py:64:121: E501 line too long (169 > 120 characters)
core/trading/hft/avellaneda_stoikov_engine.py:31:1: F401 'random' imported but unused
core/trading/hft/avellaneda_stoikov_engine.py:32:1: F401 'dataclasses.dataclass' imported but unused
core/trading/hft/avellaneda_stoikov_engine.py:32:1: F401 'dataclasses.field' imported but unused
core/trading/hft/avellaneda_stoikov_engine.py:33:1: F401 'typing.List' imported but unused
core/trading/hft/avellaneda_stoikov_engine.py:33:1: F401 'typing.Dict' imported but unused
core/trading/hft/avellaneda_stoikov_engine.py:33:1: F401 'typing.Optional' imported but unused
core/trading/hft/avellaneda_stoikov_engine.py:34:1: F401 'enum.Enum' imported but unused
core/trading/hft/avellaneda_stoikov_engine.py:38:1: F401 'core.trading.hft.hft_engine.OrderStatus' imported but unused
core/trading/hft/avellaneda_stoikov_engine.py:38:1: F401 'core.trading.hft.hft_engine.MarketTick' imported but unused
core/trading/hft/avellaneda_stoikov_engine.py:43:1: E302 expected 2 blank lines, found 1
core/trading/hft/avellaneda_stoikov_engine.py:83:70: E261 at least two spaces before inline comment
core/trading/hft/avellaneda_stoikov_engine.py:86:52: E261 at least two spaces before inline comment
core/trading/hft/avellaneda_stoikov_engine.py:98:27: E701 multiple statements on one line (colon)
core/trading/hft/avellaneda_stoikov_engine.py:99:27: E701 multiple statements on one line (colon)
core/trading/hft/avellaneda_stoikov_engine.py:160:41: E701 multiple statements on one line (colon)
core/trading/hft/avellaneda_stoikov_engine.py:161:41: E701 multiple statements on one line (colon)
core/trading/hft/avellaneda_stoikov_engine.py:222:1: E305 expected 2 blank lines after class or function definition, found 1
core/trading/hft/hft_engine.py:23:1: F401 'dataclasses.field' imported but unused
core/trading/hft/hft_engine.py:24:1: F401 'typing.Optional' imported but unused
core/trading/hft/hft_engine.py:32:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine.py:36:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine.py:41:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine.py:51:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine.py:60:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine.py:89:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine.py:108:54: E261 at least two spaces before inline comment
core/trading/hft/hft_engine.py:123:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine.py:151:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine.py:193:17: F841 local variable 'mid_price' is assigned to but never used
core/trading/hft/hft_engine.py:237:56: E261 at least two spaces before inline comment
core/trading/hft/hft_engine.py:249:1: E305 expected 2 blank lines after class or function definition, found 1
core/trading/hft/hft_engine_nexus.py:45:1: F401 'sys' imported but unused
core/trading/hft/hft_engine_nexus.py:48:1: F401 'typing.Optional' imported but unused
core/trading/hft/hft_engine_nexus.py:48:1: F401 'typing.List' imported but unused
core/trading/hft/hft_engine_nexus.py:64:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_nexus.py:73:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_nexus.py:80:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_nexus.py:119:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_nexus.py:164:36: E261 at least two spaces before inline comment
core/trading/hft/hft_engine_nexus.py:198:21: E261 at least two spaces before inline comment
core/trading/hft/hft_engine_nexus.py:227:1: E305 expected 2 blank lines after class or function definition, found 1
core/trading/hft/hft_engine_v2.py:8:121: E501 line too long (128 > 120 characters)
core/trading/hft/hft_engine_v2.py:25:1: F401 'functools' imported but unused
core/trading/hft/hft_engine_v2.py:45:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v2.py:49:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v2.py:54:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v2.py:64:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v2.py:73:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v2.py:86:9: F841 local variable 'mv' is assigned to but never used
core/trading/hft/hft_engine_v2.py:97:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v2.py:100:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v2.py:103:28: E261 at least two spaces before inline comment
core/trading/hft/hft_engine_v2.py:105:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v2.py:138:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v2.py:152:24: E261 at least two spaces before inline comment
core/trading/hft/hft_engine_v2.py:153:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:178:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:181:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:198:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v2.py:209:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:212:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:236:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:243:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v2.py:247:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:252:39: W291 trailing whitespace
core/trading/hft/hft_engine_v2.py:266:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v2.py:272:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:277:66: E261 at least two spaces before inline comment
core/trading/hft/hft_engine_v2.py:280:9: F841 local variable 'feed_task' is assigned to but never used
core/trading/hft/hft_engine_v2.py:282:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:300:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:305:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:309:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:314:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:318:35: E261 at least two spaces before inline comment
core/trading/hft/hft_engine_v2.py:319:35: E261 at least two spaces before inline comment
core/trading/hft/hft_engine_v2.py:323:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:327:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:347:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v2.py:349:22: E111 indentation is not a multiple of 4
core/trading/hft/hft_engine_v2.py:349:22: E117 over-indented
core/trading/hft/hft_engine_v2.py:349:121: E501 line too long (169 > 120 characters)
core/trading/hft/hft_engine_v2.py:357:1: E305 expected 2 blank lines after class or function definition, found 1
core/trading/hft/hft_engine_v3.py:18:1: F401 'json' imported but unused
core/trading/hft/hft_engine_v3.py:20:1: F401 'dataclasses.field' imported but unused
core/trading/hft/hft_engine_v3.py:22:1: F401 'typing.Dict' imported but unused
core/trading/hft/hft_engine_v3.py:22:1: F401 'typing.Optional' imported but unused
core/trading/hft/hft_engine_v3.py:27:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v3.py:34:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v3.py:40:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v3.py:64:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:67:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:82:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:85:121: E501 line too long (121 > 120 characters)
core/trading/hft/hft_engine_v3.py:88:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v3.py:106:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:108:42: E261 at least two spaces before inline comment
core/trading/hft/hft_engine_v3.py:109:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:113:53: E261 at least two spaces before inline comment
core/trading/hft/hft_engine_v3.py:114:37: W291 trailing whitespace
core/trading/hft/hft_engine_v3.py:122:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:126:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:129:39: E261 at least two spaces before inline comment
core/trading/hft/hft_engine_v3.py:131:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v3.py:137:30: E261 at least two spaces before inline comment
core/trading/hft/hft_engine_v3.py:160:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v3.py:169:34: E261 at least two spaces before inline comment
core/trading/hft/hft_engine_v3.py:170:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:176:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:180:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:181:75: W291 trailing whitespace
core/trading/hft/hft_engine_v3.py:187:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:190:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:194:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:197:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:201:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:213:23: E261 at least two spaces before inline comment
core/trading/hft/hft_engine_v3.py:214:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:217:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:222:1: E302 expected 2 blank lines, found 1
core/trading/hft/hft_engine_v3.py:225:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:227:46: E261 at least two spaces before inline comment
core/trading/hft/hft_engine_v3.py:228:1: W293 blank line contains whitespace
core/trading/hft/hft_engine_v3.py:234:1: W293 blank line contains whitespace
core/trading/hft/yfinance_data_feed.py:11:1: E302 expected 2 blank lines, found 1
core/training/train_dpo.py:8:1: F401 'os' imported but unused
core/training/train_dpo.py:9:1: F401 'torch' imported but unused
core/training/train_dpo.py:11:1: F401 'typing.Optional' imported but unused
core/training/train_dpo.py:15:5: F401 'transformers.TrainingArguments' imported but unused
core/training/train_dpo.py:15:5: F401 'transformers.AutoModelForCausalLM' imported but unused
core/training/train_dpo.py:16:5: F401 'trl.DPOTrainer' imported but unused
core/training/train_dpo.py:20:1: E302 expected 2 blank lines, found 1
core/training/train_dpo.py:28:1: W293 blank line contains whitespace
core/training/train_dpo.py:35:1: W293 blank line contains whitespace
core/training/train_dpo.py:39:1: W293 blank line contains whitespace
core/training/train_dpo.py:42:1: W293 blank line contains whitespace
core/training/train_dpo.py:45:1: W293 blank line contains whitespace
core/training/train_dpo.py:48:1: W293 blank line contains whitespace
core/training/train_dpo.py:51:1: W293 blank line contains whitespace
core/training/train_dpo.py:54:1: E305 expected 2 blank lines after class or function definition, found 1
core/training/train_dpo.py:61:1: W293 blank line contains whitespace
core/utils/agent_utils.py:1:1: E265 block comment should start with '# '
core/utils/agent_utils.py:3:1: F401 'pika' imported but unused
core/utils/agent_utils.py:5:1: F401 'core.utils.data_utils.receive_messages' imported but unused
core/utils/agent_utils.py:69:5: E265 block comment should start with '# '
core/utils/agent_utils.py:125:5: E265 block comment should start with '# '
core/utils/api_utils.py:1:1: E265 block comment should start with '# '
core/utils/api_utils.py:5:1: E302 expected 2 blank lines, found 1
core/utils/config_utils.py:4:10: E261 at least two spaces before inline comment
core/utils/config_utils.py:12:1: E302 expected 2 blank lines, found 1
core/utils/config_utils.py:25:31: E261 at least two spaces before inline comment
core/utils/config_utils.py:27:26: E261 at least two spaces before inline comment
core/utils/config_utils.py:39:1: E302 expected 2 blank lines, found 1
core/utils/config_utils.py:54:32: E261 at least two spaces before inline comment
core/utils/config_utils.py:69:121: E501 line too long (131 > 120 characters)
core/utils/config_utils.py:76:5: E303 too many blank lines (2)
core/utils/config_utils.py:86:1: W293 blank line contains whitespace
core/utils/config_utils.py:89:1: E302 expected 2 blank lines, found 1
core/utils/config_utils.py:102:1: E302 expected 2 blank lines, found 1
core/utils/config_utils.py:122:1: E305 expected 2 blank lines after class or function definition, found 1
core/utils/config_utils.py:144:13: E261 at least two spaces before inline comment
core/utils/data_utils.py:1:1: E265 block comment should start with '# '
core/utils/data_utils.py:14:12: E261 at least two spaces before inline comment
core/utils/data_utils.py:14:13: E262 inline comment should start with '# '
core/utils/data_utils.py:17:1: F401 'core.system.error_handler.DataNotFoundError' imported but unused
core/utils/data_utils.py:83:5: E265 block comment should start with '# '
core/utils/data_utils.py:100:5: E265 block comment should start with '# '
core/utils/data_utils.py:126:5: E265 block comment should start with '# '
core/utils/data_utils.py:250:5: F841 local variable 'provider' is assigned to but never used
core/utils/data_utils.py:286:34: E261 at least two spaces before inline comment
core/utils/data_utils.py:286:35: E262 inline comment should start with '# '
core/utils/data_utils.py:299:27: E261 at least two spaces before inline comment
core/utils/data_utils.py:299:28: E262 inline comment should start with '# '
core/utils/data_utils.py:303:1: E302 expected 2 blank lines, found 1
core/utils/data_utils.py:310:5: E265 block comment should start with '# '
core/utils/data_utils.py:310:121: E501 line too long (126 > 120 characters)
core/utils/data_utils.py:327:11: E111 indentation is not a multiple of 4
core/utils/data_utils.py:327:11: E117 over-indented
core/utils/data_utils.py:327:17: E275 missing whitespace after keyword
core/utils/data_utils.py:328:29: E231 missing whitespace after ':'
core/utils/data_utils.py:338:1: W391 blank line at end of file
core/utils/formatting_utils.py:5:1: E302 expected 2 blank lines, found 1
core/utils/formatting_utils.py:6:3: E111 indentation is not a multiple of 4
core/utils/formatting_utils.py:9:3: E111 indentation is not a multiple of 4
core/utils/formatting_utils.py:11:3: E111 indentation is not a multiple of 4
core/utils/formatting_utils.py:14:3: E111 indentation is not a multiple of 4
core/utils/json_logic.py:1:1: F401 'typing.Dict' imported but unused
core/utils/json_logic.py:1:1: F401 'typing.List' imported but unused
core/utils/json_logic.py:1:1: F401 'typing.Union' imported but unused
core/utils/json_logic.py:3:1: E302 expected 2 blank lines, found 1
core/utils/json_logic.py:30:121: E501 line too long (127 > 120 characters)
core/utils/json_logic.py:63:40: E701 multiple statements on one line (colon)
core/utils/json_logic.py:85:18: E701 multiple statements on one line (colon)
core/utils/json_logic.py:86:19: E701 multiple statements on one line (colon)
core/utils/json_logic.py:87:18: E701 multiple statements on one line (colon)
core/utils/json_logic.py:88:19: E701 multiple statements on one line (colon)
core/utils/json_logic.py:89:17: E701 multiple statements on one line (colon)
core/utils/json_logic.py:90:18: E701 multiple statements on one line (colon)
core/utils/json_logic.py:91:17: E701 multiple statements on one line (colon)
core/utils/json_logic.py:92:18: E701 multiple statements on one line (colon)
core/utils/json_logic.py:95:17: E701 multiple statements on one line (colon)
core/utils/json_logic.py:96:18: E701 multiple statements on one line (colon)
core/utils/json_logic.py:97:18: E701 multiple statements on one line (colon)
core/utils/json_logic.py:98:19: E701 multiple statements on one line (colon)
core/utils/json_logic.py:101:17: E701 multiple statements on one line (colon)
core/utils/json_logic.py:104:22: E701 multiple statements on one line (colon)
core/utils/json_logic.py:107:26: E701 multiple statements on one line (colon)
core/utils/json_logic.py:109:17: E701 multiple statements on one line (colon)
core/utils/json_logic.py:110:17: E701 multiple statements on one line (colon)
core/utils/logging_utils.py:6:1: E302 expected 2 blank lines, found 1
core/utils/logging_utils.py:28:1: E302 expected 2 blank lines, found 1
core/utils/market_data_utils.py:4:1: F401 'json' imported but unused
core/utils/market_data_utils.py:7:1: E302 expected 2 blank lines, found 1
core/utils/market_data_utils.py:28:1: E302 expected 2 blank lines, found 1
core/utils/market_data_utils.py:28:121: E501 line too long (125 > 120 characters)
core/utils/reporting_utils.py:1:1: E265 block comment should start with '# '
core/utils/reporting_utils.py:4:3: E111 indentation is not a multiple of 4
core/utils/reporting_utils.py:7:3: E111 indentation is not a multiple of 4
core/utils/reporting_utils.py:10:3: E111 indentation is not a multiple of 4
core/utils/reporting_utils.py:13:3: E111 indentation is not a multiple of 4
core/utils/retry_utils.py:8:1: E302 expected 2 blank lines, found 1
core/utils/secrets_utils.py:11:1: E302 expected 2 blank lines, found 1
core/utils/secrets_utils.py:25:1: W293 blank line contains whitespace
core/utils/secrets_utils.py:30:1: W293 blank line contains whitespace
core/utils/secrets_utils.py:33:1: E305 expected 2 blank lines after class or function definition, found 1
core/utils/secrets_utils.py:39:1: W293 blank line contains whitespace
core/utils/secrets_utils.py:43:22: F541 f-string is missing placeholders
core/utils/secrets_utils.py:50:22: F541 f-string is missing placeholders
core/utils/secrets_utils.py:57:22: F541 f-string is missing placeholders
core/utils/secrets_utils.py:60:1: W293 blank line contains whitespace
core/utils/token_utils.py:9:1: E302 expected 2 blank lines, found 1
core/utils/token_utils.py:27:56: E261 at least two spaces before inline comment
core/utils/token_utils.py:73:9: F821 undefined name 'yaml'
core/utils/token_utils.py:77:5: E303 too many blank lines (2)
core/utils/token_utils.py:96:5: F821 undefined name 'os'
core/v22_quantum_pipeline/async_loader.py:10:1: E302 expected 2 blank lines, found 1
core/v22_quantum_pipeline/async_loader.py:25:14: E111 indentation is not a multiple of 4
core/v22_quantum_pipeline/async_loader.py:25:14: E117 over-indented
core/v22_quantum_pipeline/async_loader.py:26:14: E111 indentation is not a multiple of 4
core/v22_quantum_pipeline/async_loader.py:26:28: E261 at least two spaces before inline comment
core/v22_quantum_pipeline/async_loader.py:44:1: E302 expected 2 blank lines, found 1
core/v22_quantum_pipeline/async_loader.py:48:121: E501 line too long (141 > 120 characters)
core/v22_quantum_pipeline/async_loader.py:53:1: E302 expected 2 blank lines, found 1
core/v22_quantum_pipeline/data_expander.py:2:1: F401 'json' imported but unused
core/v22_quantum_pipeline/data_expander.py:4:1: E302 expected 2 blank lines, found 1
core/v22_quantum_pipeline/data_expander.py:34:18: E114 indentation is not a multiple of 4 (comment)
core/v22_quantum_pipeline/data_expander.py:34:18: E117 over-indented (comment)
core/v22_quantum_pipeline/data_expander.py:35:18: E111 indentation is not a multiple of 4
core/v22_quantum_pipeline/data_expander.py:35:18: E117 over-indented
core/v22_quantum_pipeline/qmc_engine.py:4:1: F401 'typing.Any' imported but unused
core/v22_quantum_pipeline/qmc_engine.py:4:1: F401 'typing.Tuple' imported but unused
core/v22_quantum_pipeline/qmc_engine.py:9:1: E302 expected 2 blank lines, found 1
core/v22_quantum_pipeline/qmc_engine.py:108:1: E305 expected 2 blank lines after class or function definition, found 1
core/v22_quantum_pipeline/qmc_engine.py:115:24: E261 at least two spaces before inline comment
core/v22_quantum_pipeline/qmc_qiskit_poc.py:17:1: F401 'typing.List' imported but unused
core/v22_quantum_pipeline/qmc_qiskit_poc.py:17:1: F401 'typing.Union' imported but unused
core/v22_quantum_pipeline/qmc_qiskit_poc.py:29:5: F401 'qiskit.circuit.library.RYGate' imported but unused
core/v22_quantum_pipeline/qmc_qiskit_poc.py:38:1: E302 expected 2 blank lines, found 1
core/v22_quantum_pipeline/qmc_qiskit_poc.py:160:1: E305 expected 2 blank lines after class or function definition, found 1
core/v22_quantum_pipeline/quantum_source.py:17:9: E301 expected 1 blank line, found 0
core/v23_graph_engine/data_pipeline/graph.py:2:1: F401 'typing.Any' imported but unused
core/v23_graph_engine/data_pipeline/graph.py:4:1: F401 'os' imported but unused
core/v23_graph_engine/data_pipeline/graph.py:6:1: E302 expected 2 blank lines, found 1
core/v23_graph_engine/data_pipeline/graph.py:14:1: E302 expected 2 blank lines, found 1
core/v23_graph_engine/data_pipeline/graph.py:33:1: E302 expected 2 blank lines, found 1
core/v23_graph_engine/data_pipeline/graph.py:36:1: W293 blank line contains whitespace
core/v23_graph_engine/data_pipeline/graph.py:49:1: E302 expected 2 blank lines, found 1
core/v23_graph_engine/data_pipeline/graph.py:53:1: W293 blank line contains whitespace
core/v23_graph_engine/data_pipeline/graph.py:57:1: W293 blank line contains whitespace
core/v23_graph_engine/data_pipeline/state.py:2:1: F401 'dataclasses.dataclass' imported but unused
core/v23_graph_engine/data_pipeline/state.py:4:1: E302 expected 2 blank lines, found 1
core/v23_graph_engine/data_pipeline/state.py:11:35: E261 at least two spaces before inline comment
core/v23_graph_engine/data_pipeline/state.py:16:29: E261 at least two spaces before inline comment
core/v23_graph_engine/data_pipeline/state.py:20:49: E261 at least two spaces before inline comment
core/v23_graph_engine/data_pipeline/state.py:23:25: E261 at least two spaces before inline comment
core/v23_graph_engine/deep_dive_graph.py:2:1: F401 'asyncio' imported but unused
core/v23_graph_engine/deep_dive_graph.py:3:1: F401 'typing.List' imported but unused
core/v23_graph_engine/deep_dive_graph.py:15:1: E302 expected 2 blank lines, found 1
core/v23_graph_engine/deep_dive_graph.py:148:44: E261 at least two spaces before inline comment
core/v23_graph_engine/deep_dive_graph.py:172:14: E114 indentation is not a multiple of 4 (comment)
core/v23_graph_engine/deep_dive_graph.py:172:14: E117 over-indented (comment)
core/v23_graph_engine/deep_dive_graph.py:173:14: E114 indentation is not a multiple of 4 (comment)
core/v23_graph_engine/deep_dive_graph.py:173:14: E117 over-indented (comment)
core/v23_graph_engine/deep_dive_graph.py:174:14: E111 indentation is not a multiple of 4
core/v23_graph_engine/deep_dive_graph.py:174:14: E117 over-indented
core/v23_graph_engine/deep_dive_graph.py:175:18: E111 indentation is not a multiple of 4
core/v23_graph_engine/deep_dive_graph.py:176:14: E111 indentation is not a multiple of 4
core/v23_graph_engine/deep_dive_graph.py:177:18: E111 indentation is not a multiple of 4
core/v23_graph_engine/deep_dive_graph.py:178:22: E111 indentation is not a multiple of 4
core/v23_graph_engine/deep_dive_graph.py:179:18: E111 indentation is not a multiple of 4
core/v23_graph_engine/odyssey_knowledge_graph.py:15:1: E302 expected 2 blank lines, found 1
core/v23_graph_engine/odyssey_knowledge_graph.py:52:14: E111 indentation is not a multiple of 4
core/v23_graph_engine/odyssey_knowledge_graph.py:52:14: E117 over-indented
core/v23_graph_engine/odyssey_knowledge_graph.py:99:14: E114 indentation is not a multiple of 4 (comment)
core/v23_graph_engine/odyssey_knowledge_graph.py:99:14: E117 over-indented (comment)
core/v23_graph_engine/odyssey_knowledge_graph.py:100:14: E114 indentation is not a multiple of 4 (comment)
core/v23_graph_engine/odyssey_knowledge_graph.py:100:14: E117 over-indented (comment)
core/v23_graph_engine/odyssey_knowledge_graph.py:101:14: E111 indentation is not a multiple of 4
core/v23_graph_engine/odyssey_knowledge_graph.py:101:14: E117 over-indented
core/v23_graph_engine/odyssey_knowledge_graph.py:102:18: E111 indentation is not a multiple of 4
core/v23_graph_engine/odyssey_knowledge_graph.py:113:121: E501 line too long (151 > 120 characters)
core/v23_graph_engine/unified_knowledge_graph.py:4:1: F401 'typing.Optional' imported but unused
core/v23_graph_engine/unified_knowledge_graph.py:8:1: E302 expected 2 blank lines, found 1
core/v23_graph_engine/unified_knowledge_graph.py:30:27: E701 multiple statements on one line (colon)
core/v23_graph_engine/unified_knowledge_graph.py:75:25: E261 at least two spaces before inline comment
core/v23_graph_engine/unified_knowledge_graph.py:128:78: E261 at least two spaces before inline comment
core/v23_graph_engine/unified_knowledge_graph.py:170:14: E114 indentation is not a multiple of 4 (comment)
core/v23_graph_engine/unified_knowledge_graph.py:170:14: E117 over-indented (comment)
core/v23_graph_engine/unified_knowledge_graph.py:171:14: E111 indentation is not a multiple of 4
core/v23_graph_engine/unified_knowledge_graph.py:171:14: E117 over-indented
core/v23_graph_engine/unified_knowledge_graph.py:172:18: E111 indentation is not a multiple of 4
core/v23_graph_engine/unified_knowledge_graph.py:174:14: E111 indentation is not a multiple of 4
core/v30_architecture/python_intelligence/agents/code_weaver.py:10:69: W291 trailing whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:15:1: E302 expected 2 blank lines, found 1
core/v30_architecture/python_intelligence/agents/code_weaver.py:25:1: E302 expected 2 blank lines, found 1
core/v30_architecture/python_intelligence/agents/code_weaver.py:28:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:30:69: W291 trailing whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:33:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:50:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:53:69: W291 trailing whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:56:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:60:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:78:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:80:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:85:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:88:105: W291 trailing whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:89:29: E128 continuation line under-indented for visual indent
core/v30_architecture/python_intelligence/agents/code_weaver.py:90:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:95:113: W291 trailing whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:96:37: E128 continuation line under-indented for visual indent
core/v30_architecture/python_intelligence/agents/code_weaver.py:101:99: W291 trailing whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:102:29: E128 continuation line under-indented for visual indent
core/v30_architecture/python_intelligence/agents/code_weaver.py:111:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:122:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:127:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:129:90: W291 trailing whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:130:29: E128 continuation line under-indented for visual indent
core/v30_architecture/python_intelligence/agents/code_weaver.py:131:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:133:90: W291 trailing whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:134:29: E128 continuation line under-indented for visual indent
core/v30_architecture/python_intelligence/agents/code_weaver.py:135:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:138:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:160:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:162:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:177:1: E305 expected 2 blank lines after class or function definition, found 1
core/v30_architecture/python_intelligence/agents/code_weaver.py:182:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:186:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:190:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/code_weaver.py:194:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/agents/news_bot.py:2:1: F401 'time' imported but unused
core/v30_architecture/python_intelligence/agents/news_bot.py:6:1: E302 expected 2 blank lines, found 1
core/v30_architecture/python_intelligence/agents/news_bot.py:38:26: E114 indentation is not a multiple of 4 (comment)
core/v30_architecture/python_intelligence/agents/news_bot.py:38:26: E117 over-indented (comment)
core/v30_architecture/python_intelligence/agents/news_bot.py:39:26: E111 indentation is not a multiple of 4
core/v30_architecture/python_intelligence/agents/news_bot.py:39:26: E117 over-indented
core/v30_architecture/python_intelligence/agents/news_bot.py:40:26: E111 indentation is not a multiple of 4
core/v30_architecture/python_intelligence/agents/news_bot.py:45:35: E701 multiple statements on one line (colon)
core/v30_architecture/python_intelligence/agents/news_bot.py:46:37: E701 multiple statements on one line (colon)
core/v30_architecture/python_intelligence/agents/news_bot.py:51:27: E701 multiple statements on one line (colon)
core/v30_architecture/python_intelligence/agents/news_bot.py:52:27: E701 multiple statements on one line (colon)
core/v30_architecture/python_intelligence/mcp/server.py:10:1: E302 expected 2 blank lines, found 1
core/v30_architecture/python_intelligence/mcp/server.py:70:1: E302 expected 2 blank lines, found 1
core/v30_architecture/python_intelligence/mcp/server.py:78:1: E302 expected 2 blank lines, found 1
core/v30_architecture/python_intelligence/mcp/server.py:85:1: E305 expected 2 blank lines after class or function definition, found 1
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:4:1: F401 'typing.Union' imported but unused
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:22:69: W291 trailing whitespace
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:29:1: E302 expected 2 blank lines, found 1
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:38:1: E302 expected 2 blank lines, found 1
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:47:1: E302 expected 2 blank lines, found 1
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:50:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:58:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:75:121: E501 line too long (121 > 120 characters)
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:95:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:98:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:136:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:157:40: W291 trailing whitespace
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:180:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:189:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:205:28: E261 at least two spaces before inline comment
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:207:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:228:47: W291 trailing whitespace
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:229:46: W291 trailing whitespace
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:242:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:246:18: E114 indentation is not a multiple of 4 (comment)
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:246:18: E117 over-indented (comment)
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:247:18: E111 indentation is not a multiple of 4
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:247:18: E117 over-indented
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:247:121: E501 line too long (141 > 120 characters)
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:251:1: W293 blank line contains whitespace
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:256:1: E305 expected 2 blank lines after class or function definition, found 1
core/vectorstore/base_vector_store.py:4:1: E302 expected 2 blank lines, found 1
core/vectorstore/stores/in_memory_vector_store.py:7:1: E302 expected 2 blank lines, found 1
core/vectorstore/stores/in_memory_vector_store.py:14:58: E261 at least two spaces before inline comment
core/vectorstore/stores/in_memory_vector_store.py:28:121: E501 line too long (168 > 120 characters)
core/vectorstore/stores/in_memory_vector_store.py:47:121: E501 line too long (145 > 120 characters)
core/vectorstore/stores/in_memory_vector_store.py:54:28: E261 at least two spaces before inline comment
core/vectorstore/stores/in_memory_vector_store.py:63:30: E261 at least two spaces before inline comment
core/vectorstore/stores/in_memory_vector_store.py:68:54: E261 at least two spaces before inline comment
core/vectorstore/stores/in_memory_vector_store.py:75:1: E305 expected 2 blank lines after class or function definition, found 1
core/vectorstore/stores/in_memory_vector_store.py:78:16: E261 at least two spaces before inline comment
core/vectorstore/stores/in_memory_vector_store.py:92:49: E261 at least two spaces before inline comment
core/vectorstore/stores/in_memory_vector_store.py:98:50: E261 at least two spaces before inline comment
core/vectorstore/stores/in_memory_vector_store.py:110:67: E261 at least two spaces before inline comment
core/vectorstore/stores/in_memory_vector_store.py:113:32: E231 missing whitespace after ','
core/vectorstore/stores/in_memory_vector_store.py:113:47: E261 at least two spaces before inline comment
core/vertical_risk_agent/agents/analyst.py:4:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/agents/analyst.py:28:52: E261 at least two spaces before inline comment
core/vertical_risk_agent/agents/analyst.py:29:25: E701 multiple statements on one line (colon)
core/vertical_risk_agent/agents/analyst.py:60:37: E261 at least two spaces before inline comment
core/vertical_risk_agent/agents/legal.py:1:1: F401 'typing.List' imported but unused
core/vertical_risk_agent/agents/legal.py:4:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/agents/legal.py:30:121: E501 line too long (146 > 120 characters)
core/vertical_risk_agent/agents/market.py:4:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/agents/supervisor.py:1:1: F401 'typing.Dict' imported but unused
core/vertical_risk_agent/agents/supervisor.py:1:1: F401 'typing.Any' imported but unused
core/vertical_risk_agent/agents/supervisor.py:34:22: E701 multiple statements on one line (colon)
core/vertical_risk_agent/agents/supervisor.py:50:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/agents/supervisor.py:55:5: F841 local variable 'messages' is assigned to but never used
core/vertical_risk_agent/agents/supervisor.py:66:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/agents/supervisor.py:66:121: E501 line too long (121 > 120 characters)
core/vertical_risk_agent/agents/supervisor.py:82:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/agents/supervisor.py:93:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/agents/supervisor.py:102:1: E305 expected 2 blank lines after class or function definition, found 1
core/vertical_risk_agent/app/odyssey_app.py:13:1: E402 module level import not at top of file
core/vertical_risk_agent/generative_risk.py:26:1: F401 'typing.Any' imported but unused
core/vertical_risk_agent/generative_risk.py:26:1: F401 'typing.Union' imported but unused
core/vertical_risk_agent/generative_risk.py:26:1: F401 'typing.Tuple' imported but unused
core/vertical_risk_agent/generative_risk.py:28:1: F401 'dataclasses.dataclass' imported but unused
core/vertical_risk_agent/generative_risk.py:28:1: F401 'dataclasses.field' imported but unused
core/vertical_risk_agent/generative_risk.py:32:5: F401 'core.vertical_risk_agent.state.RiskFactor' imported but unused
core/vertical_risk_agent/generative_risk.py:34:9: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:40:5: F401 'torch.nn.functional as F' imported but unused
core/vertical_risk_agent/generative_risk.py:52:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/generative_risk.py:63:121: E501 line too long (125 > 120 characters)
core/vertical_risk_agent/generative_risk.py:68:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/generative_risk.py:86:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/generative_risk.py:127:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/generative_risk.py:148:46: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:152:32: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:159:1: W293 blank line contains whitespace
core/vertical_risk_agent/generative_risk.py:178:35: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:182:92: E231 missing whitespace after ','
core/vertical_risk_agent/generative_risk.py:182:95: E231 missing whitespace after ','
core/vertical_risk_agent/generative_risk.py:182:121: E501 line too long (129 > 120 characters)
core/vertical_risk_agent/generative_risk.py:184:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/generative_risk.py:208:31: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:209:31: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:218:36: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:224:13: E741 ambiguous variable name 'I'
core/vertical_risk_agent/generative_risk.py:225:40: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:243:63: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:287:51: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:304:52: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:322:18: E111 indentation is not a multiple of 4
core/vertical_risk_agent/generative_risk.py:322:18: E117 over-indented
core/vertical_risk_agent/generative_risk.py:332:17: E122 continuation line missing indentation or outdented
core/vertical_risk_agent/generative_risk.py:351:24: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:352:26: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:353:24: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:363:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/generative_risk.py:426:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/generative_risk.py:479:24: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:483:19: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:487:1: E305 expected 2 blank lines after class or function definition, found 1
core/vertical_risk_agent/generative_risk.py:497:111: E261 at least two spaces before inline comment
core/vertical_risk_agent/generative_risk.py:497:121: E501 line too long (121 > 120 characters)
core/vertical_risk_agent/generative_risk.py:506:36: W292 no newline at end of file
core/vertical_risk_agent/ingestion/parser_router.py:1:1: F401 'os' imported but unused
core/vertical_risk_agent/ingestion/parser_router.py:8:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/ingestion/parser_router.py:42:48: E261 at least two spaces before inline comment
core/vertical_risk_agent/ingestion/parser_router.py:48:14: E131 continuation line unaligned for hanging indent
core/vertical_risk_agent/ingestion/sec_13f_handler.py:1:1: F401 'typing.Dict' imported but unused
core/vertical_risk_agent/ingestion/sec_13f_handler.py:1:1: F401 'typing.Any' imported but unused
core/vertical_risk_agent/ingestion/sec_13f_handler.py:1:1: F401 'typing.List' imported but unused
core/vertical_risk_agent/ingestion/sec_13f_handler.py:1:1: F401 'typing.Optional' imported but unused
core/vertical_risk_agent/ingestion/sec_13f_handler.py:5:1: F401 'requests' imported but unused
core/vertical_risk_agent/ingestion/sec_13f_handler.py:6:1: F401 'datetime.datetime' imported but unused
core/vertical_risk_agent/ingestion/sec_13f_handler.py:10:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/ingestion/sec_13f_handler.py:21:28: E261 at least two spaces before inline comment
core/vertical_risk_agent/ingestion/sec_13f_handler.py:31:28: E261 at least two spaces before inline comment
core/vertical_risk_agent/ingestion/sec_13f_handler.py:99:66: E261 at least two spaces before inline comment
core/vertical_risk_agent/ingestion/sec_13f_handler.py:135:121: E501 line too long (131 > 120 characters)
core/vertical_risk_agent/ingestion/xbrl_handler.py:8:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/ingestion/xbrl_handler.py:24:42: E261 at least two spaces before inline comment
core/vertical_risk_agent/ingestion/xbrl_handler.py:27:78: E261 at least two spaces before inline comment
core/vertical_risk_agent/ingestion/xbrl_handler.py:55:56: E261 at least two spaces before inline comment
core/vertical_risk_agent/ingestion/xbrl_handler.py:84:121: E501 line too long (156 > 120 characters)
core/vertical_risk_agent/state.py:7:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/state.py:16:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/state.py:25:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/state.py:33:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/state.py:40:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/state.py:50:121: E501 line too long (121 > 120 characters)
core/vertical_risk_agent/state.py:54:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/state.py:65:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/state.py:82:1: W293 blank line contains whitespace
core/vertical_risk_agent/state.py:85:53: W291 trailing whitespace
core/vertical_risk_agent/state.py:86:1: W293 blank line contains whitespace
core/vertical_risk_agent/state.py:91:41: E261 at least two spaces before inline comment
core/vertical_risk_agent/state.py:94:49: E261 at least two spaces before inline comment
core/vertical_risk_agent/state.py:100:16: W292 no newline at end of file
core/vertical_risk_agent/tools/agent_tools.py:6:1: F401 'typing.Optional' imported but unused
core/vertical_risk_agent/tools/agent_tools.py:24:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/agent_tools.py:28:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/agent_tools.py:32:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/agent_tools.py:37:1: W293 blank line contains whitespace
core/vertical_risk_agent/tools/agent_tools.py:89:121: E501 line too long (142 > 120 characters)
core/vertical_risk_agent/tools/mcp_server/server.py:15:1: F401 'asyncio' imported but unused
core/vertical_risk_agent/tools/mcp_server/server.py:17:1: F401 'typing.List' imported but unused
core/vertical_risk_agent/tools/mcp_server/server.py:17:1: F401 'typing.Dict' imported but unused
core/vertical_risk_agent/tools/mcp_server/server.py:17:1: F401 'typing.Any' imported but unused
core/vertical_risk_agent/tools/mcp_server/server.py:17:1: F401 'typing.Optional' imported but unused
core/vertical_risk_agent/tools/mcp_server/server.py:40:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:50:1: E305 expected 2 blank lines after class or function definition, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:56:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:71:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:85:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:93:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:101:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:114:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:129:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:144:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:150:121: E501 line too long (211 > 120 characters)
core/vertical_risk_agent/tools/mcp_server/server.py:152:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:168:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:184:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:195:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:207:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:219:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:235:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:250:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:263:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:275:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server.py:290:1: E305 expected 2 blank lines after class or function definition, found 1
core/vertical_risk_agent/tools/mcp_server/server2.py:13:1: F401 'asyncio' imported but unused
core/vertical_risk_agent/tools/mcp_server/server2.py:14:1: F401 'typing.List' imported but unused
core/vertical_risk_agent/tools/mcp_server/server2.py:19:1: F401 'core.vertical_risk_agent.tools.agent_tools.FinancialRatio' imported but unused
core/vertical_risk_agent/tools/mcp_server/server2.py:19:1: E402 module level import not at top of file
core/vertical_risk_agent/tools/mcp_server/server2.py:27:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server2.py:35:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server2.py:45:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server2.py:53:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server2.py:60:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server2.py:69:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/tools/mcp_server/server2.py:80:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/training/train_dpo.py:11:1: E302 expected 2 blank lines, found 1
core/vertical_risk_agent/training/train_dpo.py:46:1: E305 expected 2 blank lines after class or function definition, found 1
core/world_simulation/__init__.py:1:1: F821 undefined name '__init__'
core/world_simulation/autonomous_world_sim.py:4:1: F401 'numpy as np' imported but unused
core/world_simulation/autonomous_world_sim.py:9:1: E302 expected 2 blank lines, found 1
core/world_simulation/autonomous_world_sim.py:43:71: E261 at least two spaces before inline comment
core/world_simulation/autonomous_world_sim.py:43:72: E262 inline comment should start with '# '
core/world_simulation/autonomous_world_sim.py:45:71: E261 at least two spaces before inline comment
core/world_simulation/autonomous_world_sim.py:45:72: E262 inline comment should start with '# '
core/world_simulation/autonomous_world_sim.py:63:1: E302 expected 2 blank lines, found 1
core/world_simulation/autonomous_world_sim.py:73:1: E302 expected 2 blank lines, found 1
core/world_simulation/autonomous_world_sim.py:83:1: E302 expected 2 blank lines, found 1
core/world_simulation/autonomous_world_sim.py:91:121: E501 line too long (132 > 120 characters)
core/world_simulation/autonomous_world_sim.py:92:121: E501 line too long (169 > 120 characters)
core/world_simulation/autonomous_world_sim.py:93:121: E501 line too long (152 > 120 characters)
core/world_simulation/autonomous_world_sim.py:125:121: E501 line too long (124 > 120 characters)
core/world_simulation/autonomous_world_sim.py:132:1: E305 expected 2 blank lines after class or function definition, found 1
core/world_simulation/autonomous_world_sim.py:139:121: E501 line too long (125 > 120 characters)
core/world_simulation/autonomous_world_sim.py:140:121: E501 line too long (124 > 120 characters)
core/world_simulation/autonomous_world_sim.py:155:9: F821 undefined name 'plt'
core/world_simulation/autonomous_world_sim.py:156:5: F821 undefined name 'plt'
core/world_simulation/autonomous_world_sim.py:157:5: F821 undefined name 'plt'
core/world_simulation/autonomous_world_sim.py:158:5: F821 undefined name 'plt'
core/world_simulation/autonomous_world_sim.py:159:5: F821 undefined name 'plt'
core/world_simulation/autonomous_world_sim.py:160:5: F821 undefined name 'plt'
core/world_simulation/config.py:5:1: F401 'typing.Dict' imported but unused
core/world_simulation/config.py:7:1: E302 expected 2 blank lines, found 1
core/world_simulation/config.py:14:1: E302 expected 2 blank lines, found 1
core/world_simulation/config.py:23:1: E302 expected 2 blank lines, found 1
core/world_simulation/config.py:35:1: E302 expected 2 blank lines, found 1
core/world_simulation/config.py:44:1: E302 expected 2 blank lines, found 1
core/world_simulation/config.py:49:1: E302 expected 2 blank lines, found 1
core/world_simulation/config.py:54:1: E302 expected 2 blank lines, found 1
core/world_simulation/config.py:59:1: E302 expected 2 blank lines, found 1
core/world_simulation/config.py:64:1: E302 expected 2 blank lines, found 1
core/world_simulation/config.py:75:1: E302 expected 2 blank lines, found 1
core/world_simulation/data_manager.py:7:1: E302 expected 2 blank lines, found 1
core/world_simulation/llm_driven_sim.py:8:1: E302 expected 2 blank lines, found 1
core/world_simulation/llm_driven_sim.py:72:1: W293 blank line contains whitespace
core/world_simulation/llm_driven_sim.py:93:9: E303 too many blank lines (2)
core/world_simulation/wsm_v7_1.py:4:1: F401 'numpy as np' imported but unused
core/world_simulation/wsm_v7_1.py:11:1: E302 expected 2 blank lines, found 1
core/world_simulation/wsm_v7_1.py:131:121: E501 line too long (123 > 120 characters)
core/world_simulation/wsm_v7_1.py:133:121: E501 line too long (127 > 120 characters)
core/world_simulation/wsm_v7_1.py:146:1: E305 expected 2 blank lines after class or function definition, found 1
core/xai/iqnn_cs.py:4:1: F401 'typing.Any' imported but unused
core/xai/iqnn_cs.py:4:1: F401 'typing.Optional' imported but unused
core/xai/iqnn_cs.py:9:1: E302 expected 2 blank lines, found 1
core/xai/iqnn_cs.py:43:14: E111 indentation is not a multiple of 4
core/xai/iqnn_cs.py:43:14: E117 over-indented
core/xai/iqnn_cs.py:100:14: E111 indentation is not a multiple of 4
core/xai/iqnn_cs.py:100:14: E117 over-indented
core/xai/iqnn_cs.py:102:14: E111 indentation is not a multiple of 4
core/xai/iqnn_cs.py:102:14: E117 over-indented
core/xai/iqnn_cs.py:102:121: E501 line too long (128 > 120 characters)
core/xai/iqnn_cs.py:107:1: E305 expected 2 blank lines after class or function definition, found 1
core/xai/state_translator.py:3:1: E302 expected 2 blank lines, found 1
core/xai/state_translator.py:12:1: W293 blank line contains whitespace
core/xai/state_translator.py:15:1: W293 blank line contains whitespace
core/xai/state_translator.py:21:1: W293 blank line contains whitespace
core/xai/state_translator.py:24:1: W293 blank line contains whitespace
ops/checks/check_lint.py:5:1: E302 expected 2 blank lines, found 1
ops/checks/check_lint.py:16:1: E305 expected 2 blank lines after class or function definition, found 1
ops/checks/check_security.py:5:1: E302 expected 2 blank lines, found 1
ops/checks/check_security.py:18:1: E305 expected 2 blank lines after class or function definition, found 1
ops/checks/check_syntax.py:5:1: E302 expected 2 blank lines, found 1
ops/checks/check_syntax.py:18:1: E305 expected 2 blank lines after class or function definition, found 1
ops/checks/check_tests.py:5:1: E302 expected 2 blank lines, found 1
ops/checks/check_tests.py:16:1: E305 expected 2 blank lines after class or function definition, found 1
ops/checks/check_types.py:5:1: E302 expected 2 blank lines, found 1
ops/checks/check_types.py:11:121: E501 line too long (121 > 120 characters)
ops/checks/check_types.py:16:1: E305 expected 2 blank lines after class or function definition, found 1
ops/run_checks.py:3:1: F401 'os' imported but unused
ops/run_checks.py:22:1: E302 expected 2 blank lines, found 1
ops/run_checks.py:41:1: E302 expected 2 blank lines, found 1
ops/security/audit_config.py:5:1: F401 'yaml' imported but unused
ops/security/audit_config.py:21:1: E302 expected 2 blank lines, found 1
ops/security/audit_config.py:33:1: E302 expected 2 blank lines, found 1
ops/security/audit_config.py:56:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/analyze_simulation_results.py:8:1: E302 expected 2 blank lines, found 1
scripts/analyze_simulation_results.py:43:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/archive_html.py:4:1: F401 'pathlib.Path' imported but unused
scripts/archive_html.py:15:1: E302 expected 2 blank lines, found 1
scripts/archive_html.py:23:1: E302 expected 2 blank lines, found 1
scripts/archive_html.py:25:5: F841 local variable 'html_files' is assigned to but never used
scripts/archive_html.py:40:1: W293 blank line contains whitespace
scripts/archive_html.py:46:1: W293 blank line contains whitespace
scripts/archive_html.py:48:1: W293 blank line contains whitespace
scripts/archive_html.py:52:1: W293 blank line contains whitespace
scripts/archive_html.py:67:1: W293 blank line contains whitespace
scripts/archive_html.py:68:11: F541 f-string is missing placeholders
scripts/archive_html.py:72:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/archive_ui_artifacts.py:6:1: E302 expected 2 blank lines, found 1
scripts/archive_ui_artifacts.py:67:43: E261 at least two spaces before inline comment
scripts/archive_ui_artifacts.py:82:121: E501 line too long (283 > 120 characters)
scripts/archive_ui_artifacts.py:96:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/build_market_data.py:3:1: F401 'logging' imported but unused
scripts/build_market_data.py:9:1: E402 module level import not at top of file
scripts/build_market_data.py:10:1: E402 module level import not at top of file
scripts/build_market_data.py:14:1: E302 expected 2 blank lines, found 1
scripts/build_market_data.py:16:121: E501 line too long (133 > 120 characters)
scripts/build_market_data.py:51:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/create_agent.py:4:1: E302 expected 2 blank lines, found 1
scripts/create_agent.py:29:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/create_data_source.py:4:1: E302 expected 2 blank lines, found 1
scripts/create_data_source.py:30:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/daily_headlines.py:27:79: W291 trailing whitespace
scripts/daily_headlines.py:29:1: W293 blank line contains whitespace
scripts/daily_headlines.py:39:1: W293 blank line contains whitespace
scripts/daily_headlines.py:44:1: W293 blank line contains whitespace
scripts/daily_headlines.py:46:81: E261 at least two spaces before inline comment
scripts/daily_headlines.py:49:1: W293 blank line contains whitespace
scripts/daily_headlines.py:53:1: W293 blank line contains whitespace
scripts/daily_headlines.py:58:76: W291 trailing whitespace
scripts/daily_headlines.py:65:73: W291 trailing whitespace
scripts/daily_headlines.py:73:1: E302 expected 2 blank lines, found 1
scripts/daily_headlines.py:101:1: E302 expected 2 blank lines, found 1
scripts/daily_headlines.py:121:1: W293 blank line contains whitespace
scripts/daily_headlines.py:137:1: E302 expected 2 blank lines, found 1
scripts/daily_headlines.py:159:1: E302 expected 2 blank lines, found 1
scripts/daily_headlines.py:171:1: E302 expected 2 blank lines, found 1
scripts/daily_headlines.py:193:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/data_processing.py:7:1: E302 expected 2 blank lines, found 1
scripts/data_processing.py:34:5: E265 block comment should start with '# '
scripts/data_processing.py:38:1: E302 expected 2 blank lines, found 1
scripts/data_processing.py:53:5: E265 block comment should start with '# '
scripts/data_processing.py:67:1: E302 expected 2 blank lines, found 1
scripts/data_processing.py:86:9: E265 block comment should start with '# '
scripts/data_processing.py:94:1: E265 block comment should start with '# '
scripts/data_processing.py:96:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/data_processing.py:97:5: E265 block comment should start with '# '
scripts/extract_xai_reasoning.py:6:81: W291 trailing whitespace
scripts/extract_xai_reasoning.py:7:78: W291 trailing whitespace
scripts/extract_xai_reasoning.py:8:82: W291 trailing whitespace
scripts/extract_xai_reasoning.py:20:81: W291 trailing whitespace
scripts/extract_xai_reasoning.py:28:1: F401 'typing.Optional' imported but unused
scripts/extract_xai_reasoning.py:32:44: E261 at least two spaces before inline comment
scripts/extract_xai_reasoning.py:41:121: E501 line too long (121 > 120 characters)
scripts/extract_xai_reasoning.py:44:121: E501 line too long (125 > 120 characters)
scripts/extract_xai_reasoning.py:45:1: W293 blank line contains whitespace
scripts/extract_xai_reasoning.py:64:80: E261 at least two spaces before inline comment
scripts/extract_xai_reasoning.py:65:1: W293 blank line contains whitespace
scripts/extract_xai_reasoning.py:66:121: E501 line too long (156 > 120 characters)
scripts/extract_xai_reasoning.py:67:121: E501 line too long (177 > 120 characters)
scripts/extract_xai_reasoning.py:67:148: E261 at least two spaces before inline comment
scripts/extract_xai_reasoning.py:70:94: E261 at least two spaces before inline comment
scripts/extract_xai_reasoning.py:70:121: E501 line too long (146 > 120 characters)
scripts/extract_xai_reasoning.py:71:1: W293 blank line contains whitespace
scripts/extract_xai_reasoning.py:73:100: E261 at least two spaces before inline comment
scripts/extract_xai_reasoning.py:73:121: E501 line too long (129 > 120 characters)
scripts/extract_xai_reasoning.py:76:121: E501 line too long (138 > 120 characters)
scripts/extract_xai_reasoning.py:82:1: E302 expected 2 blank lines, found 1
scripts/extract_xai_reasoning.py:85:1: W293 blank line contains whitespace
scripts/extract_xai_reasoning.py:109:1: E302 expected 2 blank lines, found 1
scripts/extract_xai_reasoning.py:115:121: E501 line too long (130 > 120 characters)
scripts/extract_xai_reasoning.py:117:121: E501 line too long (137 > 120 characters)
scripts/extract_xai_reasoning.py:118:1: W293 blank line contains whitespace
scripts/extract_xai_reasoning.py:122:43: E261 at least two spaces before inline comment
scripts/extract_xai_reasoning.py:128:1: W293 blank line contains whitespace
scripts/extract_xai_reasoning.py:130:121: E501 line too long (164 > 120 characters)
scripts/extract_xai_reasoning.py:131:1: W293 blank line contains whitespace
scripts/extract_xai_reasoning.py:134:29: W291 trailing whitespace
scripts/extract_xai_reasoning.py:135:1: W293 blank line contains whitespace
scripts/extract_xai_reasoning.py:136:68: E261 at least two spaces before inline comment
scripts/extract_xai_reasoning.py:140:69: W291 trailing whitespace
scripts/extract_xai_reasoning.py:144:75: E261 at least two spaces before inline comment
scripts/extract_xai_reasoning.py:154:121: E501 line too long (207 > 120 characters)
scripts/extract_xai_reasoning.py:155:62: W291 trailing whitespace
scripts/extract_xai_reasoning.py:159:65: E261 at least two spaces before inline comment
scripts/extract_xai_reasoning.py:165:74: W291 trailing whitespace
scripts/extract_xai_reasoning.py:172:63: W291 trailing whitespace
scripts/extract_xai_reasoning.py:174:1: W293 blank line contains whitespace
scripts/extract_xai_reasoning.py:179:60: W291 trailing whitespace
scripts/extract_xai_reasoning.py:182:30: E261 at least two spaces before inline comment
scripts/extract_xai_reasoning.py:183:1: W293 blank line contains whitespace
scripts/extract_xai_reasoning.py:194:47: E261 at least two spaces before inline comment
scripts/extract_xai_reasoning.py:199:26: E261 at least two spaces before inline comment
scripts/extract_xai_reasoning.py:213:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/feed_live_data_to_ukg.py:11:1: E402 module level import not at top of file
scripts/feed_live_data_to_ukg.py:12:1: E402 module level import not at top of file
scripts/feed_live_data_to_ukg.py:13:1: E402 module level import not at top of file
scripts/feed_live_data_to_ukg.py:17:1: E302 expected 2 blank lines, found 1
scripts/feed_live_data_to_ukg.py:52:17: E128 continuation line under-indented for visual indent
scripts/feed_live_data_to_ukg.py:53:17: E128 continuation line under-indented for visual indent
scripts/feed_live_data_to_ukg.py:54:17: E128 continuation line under-indented for visual indent
scripts/feed_live_data_to_ukg.py:55:17: E128 continuation line under-indented for visual indent
scripts/feed_live_data_to_ukg.py:56:17: E128 continuation line under-indented for visual indent
scripts/feed_live_data_to_ukg.py:57:17: E128 continuation line under-indented for visual indent
scripts/feed_live_data_to_ukg.py:58:13: E124 closing bracket does not match visual indentation
scripts/feed_live_data_to_ukg.py:79:37: E701 multiple statements on one line (colon)
scripts/feed_live_data_to_ukg.py:121:56: E261 at least two spaces before inline comment
scripts/feed_live_data_to_ukg.py:123:29: E701 multiple statements on one line (colon)
scripts/feed_live_data_to_ukg.py:134:61: E261 at least two spaces before inline comment
scripts/feed_live_data_to_ukg.py:196:14: E111 indentation is not a multiple of 4
scripts/feed_live_data_to_ukg.py:196:14: E117 over-indented
scripts/feed_live_data_to_ukg.py:207:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/fetch_historical_data.py:8:1: E402 module level import not at top of file
scripts/fetch_historical_data.py:9:1: E402 module level import not at top of file
scripts/fetch_historical_data.py:13:1: E302 expected 2 blank lines, found 1
scripts/fetch_historical_data.py:18:65: E261 at least two spaces before inline comment
scripts/fetch_historical_data.py:19:39: E261 at least two spaces before inline comment
scripts/fetch_historical_data.py:20:44: E261 at least two spaces before inline comment
scripts/fetch_historical_data.py:21:22: E261 at least two spaces before inline comment
scripts/fetch_historical_data.py:22:55: E261 at least two spaces before inline comment
scripts/fetch_historical_data.py:23:27: E261 at least two spaces before inline comment
scripts/fetch_historical_data.py:24:18: E261 at least two spaces before inline comment
scripts/fetch_historical_data.py:34:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/fetch_market_data.py:11:1: E302 expected 2 blank lines, found 1
scripts/fetch_market_data.py:30:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/generate_market_snapshot.py:18:1: F401 'time' imported but unused
scripts/generate_market_snapshot.py:19:1: F401 'os' imported but unused
scripts/generate_market_snapshot.py:21:1: F401 'math' imported but unused
scripts/generate_market_snapshot.py:22:1: F401 'typing.Any' imported but unused
scripts/generate_market_snapshot.py:28:41: E261 at least two spaces before inline comment
scripts/generate_market_snapshot.py:30:1: E302 expected 2 blank lines, found 1
scripts/generate_market_snapshot.py:36:1: E302 expected 2 blank lines, found 1
scripts/generate_market_snapshot.py:94:1: E302 expected 2 blank lines, found 1
scripts/generate_market_snapshot.py:110:32: E701 multiple statements on one line (colon)
scripts/generate_market_snapshot.py:123:1: E302 expected 2 blank lines, found 1
scripts/generate_market_snapshot.py:155:50: E261 at least two spaces before inline comment
scripts/generate_market_snapshot.py:181:121: E501 line too long (138 > 120 characters)
scripts/generate_market_snapshot.py:182:71: E261 at least two spaces before inline comment
scripts/generate_market_snapshot.py:187:73: E261 at least two spaces before inline comment
scripts/generate_market_snapshot.py:200:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/generate_newsletter.py:1:1: F821 undefined name 'generate_newsletter'
scripts/generate_newsletters.py:9:1: E402 module level import not at top of file
scripts/generate_newsletters.py:10:1: E402 module level import not at top of file
scripts/generate_newsletters.py:14:1: E302 expected 2 blank lines, found 1
scripts/generate_newsletters.py:63:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/generate_omni_data.py:3:1: F401 'time' imported but unused
scripts/generate_omni_data.py:15:5: F401 'core.data_processing.universal_ingestor.ArtifactType' imported but unused
scripts/generate_omni_data.py:21:1: E302 expected 2 blank lines, found 1
scripts/generate_omni_data.py:22:16: E701 multiple statements on one line (colon)
scripts/generate_omni_data.py:29:1: E302 expected 2 blank lines, found 1
scripts/generate_omni_data.py:31:121: E501 line too long (138 > 120 characters)
scripts/generate_omni_data.py:35:1: W293 blank line contains whitespace
scripts/generate_omni_data.py:37:27: E701 multiple statements on one line (colon)
scripts/generate_omni_data.py:38:1: W293 blank line contains whitespace
scripts/generate_omni_data.py:44:36: E701 multiple statements on one line (colon)
scripts/generate_omni_data.py:55:1: E302 expected 2 blank lines, found 1
scripts/generate_omni_data.py:60:1: W293 blank line contains whitespace
scripts/generate_omni_data.py:63:1: W293 blank line contains whitespace
scripts/generate_omni_data.py:71:121: E501 line too long (123 > 120 characters)
scripts/generate_omni_data.py:75:5: F841 local variable 'e' is assigned to but never used
scripts/generate_omni_data.py:78:1: E302 expected 2 blank lines, found 1
scripts/generate_omni_data.py:88:1: E302 expected 2 blank lines, found 1
scripts/generate_omni_data.py:91:1: W293 blank line contains whitespace
scripts/generate_omni_data.py:94:1: W293 blank line contains whitespace
scripts/generate_omni_data.py:108:121: E501 line too long (123 > 120 characters)
scripts/generate_omni_data.py:111:47: E261 at least two spaces before inline comment
scripts/generate_omni_data.py:113:9: E722 do not use bare 'except'
scripts/generate_omni_data.py:113:15: E701 multiple statements on one line (colon)
scripts/generate_omni_data.py:129:1: E302 expected 2 blank lines, found 1
scripts/generate_omni_data.py:143:21: F841 local variable 'header' is assigned to but never used
scripts/generate_omni_data.py:147:121: E501 line too long (143 > 120 characters)
scripts/generate_omni_data.py:147:123: E261 at least two spaces before inline comment
scripts/generate_omni_data.py:149:13: E722 do not use bare 'except'
scripts/generate_omni_data.py:149:19: E701 multiple statements on one line (colon)
scripts/generate_omni_data.py:150:1: W293 blank line contains whitespace
scripts/generate_omni_data.py:159:46: E228 missing whitespace around modulo operator
scripts/generate_omni_data.py:164:1: E302 expected 2 blank lines, found 1
scripts/generate_omni_data.py:199:1: E302 expected 2 blank lines, found 1
scripts/generate_omni_data.py:214:21: E722 do not use bare 'except'
scripts/generate_omni_data.py:214:27: E701 multiple statements on one line (colon)
scripts/generate_omni_data.py:217:1: E302 expected 2 blank lines, found 1
scripts/generate_omni_data.py:244:1: W293 blank line contains whitespace
scripts/generate_omni_data.py:247:1: W293 blank line contains whitespace
scripts/generate_omni_data.py:250:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/generate_repo_structure.py:8:29: E261 at least two spaces before inline comment
scripts/generate_repo_structure.py:14:26: E261 at least two spaces before inline comment
scripts/generate_repo_structure.py:16:1: E302 expected 2 blank lines, found 1
scripts/generate_repo_structure.py:46:25: E722 do not use bare 'except'
scripts/generate_repo_structure.py:47:33: E261 at least two spaces before inline comment
scripts/generate_repo_structure.py:57:5: F841 local variable 'e' is assigned to but never used
scripts/generate_repo_structure.py:60:1: E302 expected 2 blank lines, found 1
scripts/generate_repo_structure.py:89:14: E111 indentation is not a multiple of 4
scripts/generate_repo_structure.py:89:14: E117 over-indented
scripts/generate_repo_structure.py:90:18: E111 indentation is not a multiple of 4
scripts/generate_repo_structure.py:91:18: E111 indentation is not a multiple of 4
scripts/generate_repo_structure.py:92:18: E111 indentation is not a multiple of 4
scripts/generate_repo_structure.py:100:14: E114 indentation is not a multiple of 4 (comment)
scripts/generate_repo_structure.py:101:14: E111 indentation is not a multiple of 4
scripts/generate_repo_structure.py:102:14: E114 indentation is not a multiple of 4 (comment)
scripts/generate_repo_structure.py:103:14: E111 indentation is not a multiple of 4
scripts/generate_repo_structure.py:104:14: E111 indentation is not a multiple of 4
scripts/generate_repo_structure.py:106:14: E114 indentation is not a multiple of 4 (comment)
scripts/generate_repo_structure.py:107:14: E111 indentation is not a multiple of 4
scripts/generate_repo_structure.py:111:37: E701 multiple statements on one line (colon)
scripts/generate_repo_structure.py:180:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/generate_showcase.py:2:1: F401 'sys' imported but unused
scripts/generate_showcase.py:4:1: F401 'pathlib.Path' imported but unused
scripts/generate_showcase.py:40:121: E501 line too long (150 > 120 characters)
scripts/generate_showcase.py:44:121: E501 line too long (166 > 120 characters)
scripts/generate_showcase.py:46:121: E501 line too long (154 > 120 characters)
scripts/generate_showcase.py:49:121: E501 line too long (125 > 120 characters)
scripts/generate_showcase.py:60:121: E501 line too long (181 > 120 characters)
scripts/generate_showcase.py:62:121: E501 line too long (143 > 120 characters)
scripts/generate_showcase.py:63:121: E501 line too long (122 > 120 characters)
scripts/generate_showcase.py:85:121: E501 line too long (208 > 120 characters)
scripts/generate_showcase.py:96:121: E501 line too long (163 > 120 characters)
scripts/generate_showcase.py:99:121: E501 line too long (183 > 120 characters)
scripts/generate_showcase.py:114:121: E501 line too long (169 > 120 characters)
scripts/generate_showcase.py:133:1: E302 expected 2 blank lines, found 1
scripts/generate_showcase.py:137:1: E302 expected 2 blank lines, found 1
scripts/generate_showcase.py:141:1: E302 expected 2 blank lines, found 1
scripts/generate_showcase.py:145:1: E302 expected 2 blank lines, found 1
scripts/generate_showcase.py:165:121: E501 line too long (150 > 120 characters)
scripts/generate_showcase.py:169:29: E701 multiple statements on one line (colon)
scripts/generate_showcase.py:170:121: E501 line too long (148 > 120 characters)
scripts/generate_showcase.py:174:1: E302 expected 2 blank lines, found 1
scripts/generate_showcase.py:177:121: E501 line too long (154 > 120 characters)
scripts/generate_showcase.py:188:1: E302 expected 2 blank lines, found 1
scripts/generate_showcase.py:194:35: E701 multiple statements on one line (colon)
scripts/generate_showcase.py:214:1: E302 expected 2 blank lines, found 1
scripts/generate_showcase.py:223:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/generate_ui_data.py:4:1: F401 'random' imported but unused
scripts/generate_ui_data.py:12:1: E402 module level import not at top of file
scripts/generate_ui_data.py:13:1: F401 'core.data_processing.synthetic_data_factory.DataFactory' imported but unused
scripts/generate_ui_data.py:13:1: E402 module level import not at top of file
scripts/generate_ui_data.py:17:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data.py:18:16: E701 multiple statements on one line (colon)
scripts/generate_ui_data.py:25:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data.py:27:25: E261 at least two spaces before inline comment
scripts/generate_ui_data.py:46:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data.py:67:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data.py:71:1: W293 blank line contains whitespace
scripts/generate_ui_data.py:93:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data.py:105:14: E111 indentation is not a multiple of 4
scripts/generate_ui_data.py:105:14: E117 over-indented
scripts/generate_ui_data.py:109:14: E111 indentation is not a multiple of 4
scripts/generate_ui_data.py:109:14: E117 over-indented
scripts/generate_ui_data.py:113:14: E111 indentation is not a multiple of 4
scripts/generate_ui_data.py:113:14: E117 over-indented
scripts/generate_ui_data.py:117:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data.py:137:46: E261 at least two spaces before inline comment
scripts/generate_ui_data.py:153:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data.py:206:20: E261 at least two spaces before inline comment
scripts/generate_ui_data.py:224:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/generate_ui_data_v2.py:10:1: E402 module level import not at top of file
scripts/generate_ui_data_v2.py:11:1: E402 module level import not at top of file
scripts/generate_ui_data_v2.py:15:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data_v2.py:16:16: E701 multiple statements on one line (colon)
scripts/generate_ui_data_v2.py:23:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data_v2.py:26:25: E261 at least two spaces before inline comment
scripts/generate_ui_data_v2.py:44:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data_v2.py:94:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data_v2.py:103:49: E701 multiple statements on one line (colon)
scripts/generate_ui_data_v2.py:104:52: E701 multiple statements on one line (colon)
scripts/generate_ui_data_v2.py:105:60: E701 multiple statements on one line (colon)
scripts/generate_ui_data_v2.py:118:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data_v2.py:124:9: E722 do not use bare 'except'
scripts/generate_ui_data_v2.py:124:15: E701 multiple statements on one line (colon)
scripts/generate_ui_data_v2.py:127:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data_v2.py:135:78: E261 at least two spaces before inline comment
scripts/generate_ui_data_v2.py:137:9: E722 do not use bare 'except'
scripts/generate_ui_data_v2.py:137:15: E701 multiple statements on one line (colon)
scripts/generate_ui_data_v2.py:142:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data_v2.py:155:14: E114 indentation is not a multiple of 4 (comment)
scripts/generate_ui_data_v2.py:155:14: E117 over-indented (comment)
scripts/generate_ui_data_v2.py:156:14: E111 indentation is not a multiple of 4
scripts/generate_ui_data_v2.py:156:14: E117 over-indented
scripts/generate_ui_data_v2.py:161:1: W293 blank line contains whitespace
scripts/generate_ui_data_v2.py:186:35: E261 at least two spaces before inline comment
scripts/generate_ui_data_v2.py:192:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_data_v2.py:243:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/generate_ui_manifest.py:13:5: F401 'core.data_processing.universal_ingestor.ArtifactType' imported but unused
scripts/generate_ui_manifest.py:17:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_manifest.py:36:48: E261 at least two spaces before inline comment
scripts/generate_ui_manifest.py:44:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_manifest.py:53:33: E701 multiple statements on one line (colon)
scripts/generate_ui_manifest.py:66:1: E302 expected 2 blank lines, found 1
scripts/generate_ui_manifest.py:90:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/initialize_comprehensive_memory.py:8:1: E402 module level import not at top of file
scripts/initialize_comprehensive_memory.py:9:1: E402 module level import not at top of file
scripts/initialize_comprehensive_memory.py:13:1: E302 expected 2 blank lines, found 1
scripts/initialize_comprehensive_memory.py:34:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/launch_system_pulse.py:11:1: E402 module level import not at top of file
scripts/launch_system_pulse.py:12:1: E402 module level import not at top of file
scripts/launch_system_pulse.py:13:1: E402 module level import not at top of file
scripts/launch_system_pulse.py:32:1: E302 expected 2 blank lines, found 1
scripts/launch_system_pulse.py:40:9: F841 local variable 'orchestrator' is assigned to but never used
scripts/launch_system_pulse.py:57:30: E261 at least two spaces before inline comment
scripts/launch_system_pulse.py:66:32: E261 at least two spaces before inline comment
scripts/load_omni_graph.py:6:1: F401 'typing.Any' imported but unused
scripts/load_omni_graph.py:15:1: E302 expected 2 blank lines, found 1
scripts/load_omni_graph.py:19:1: W293 blank line contains whitespace
scripts/load_omni_graph.py:25:1: W293 blank line contains whitespace
scripts/load_omni_graph.py:43:53: W291 trailing whitespace
scripts/load_omni_graph.py:49:1: W293 blank line contains whitespace
scripts/load_omni_graph.py:63:1: W293 blank line contains whitespace
scripts/load_omni_graph.py:75:1: W293 blank line contains whitespace
scripts/load_omni_graph.py:81:1: W293 blank line contains whitespace
scripts/load_omni_graph.py:90:1: W293 blank line contains whitespace
scripts/load_omni_graph.py:98:1: W293 blank line contains whitespace
scripts/load_omni_graph.py:112:33: W291 trailing whitespace
scripts/load_omni_graph.py:113:1: W293 blank line contains whitespace
scripts/load_omni_graph.py:117:1: W293 blank line contains whitespace
scripts/load_omni_graph.py:131:1: W293 blank line contains whitespace
scripts/load_omni_graph.py:139:1: W293 blank line contains whitespace
scripts/load_omni_graph.py:174:121: E501 line too long (136 > 120 characters)
scripts/load_omni_graph.py:176:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/load_omni_graph.py:180:1: W293 blank line contains whitespace
scripts/load_omni_graph.py:183:57: W292 no newline at end of file
scripts/maintenance_inject_nav.py:24:18: E261 at least two spaces before inline comment
scripts/maintenance_inject_nav.py:33:1: E302 expected 2 blank lines, found 1
scripts/maintenance_inject_nav.py:41:1: E302 expected 2 blank lines, found 1
scripts/maintenance_inject_nav.py:80:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/migration/migrate_knowledge_base_1.1.0_to_2.0.0.py:3:1: E302 expected 2 blank lines, found 1
scripts/migration/migrate_knowledge_base_1.1.0_to_2.0.0.py:25:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/poc/conditional_gan_scenario_generator.py:1:1: F401 'tensorflow as tf' imported but unused
scripts/poc/conditional_gan_scenario_generator.py:13:17: E261 at least two spaces before inline comment
scripts/poc/conditional_gan_scenario_generator.py:14:13: E261 at least two spaces before inline comment
scripts/poc/conditional_gan_scenario_generator.py:19:1: E302 expected 2 blank lines, found 1
scripts/poc/conditional_gan_scenario_generator.py:43:1: W293 blank line contains whitespace
scripts/poc/conditional_gan_scenario_generator.py:45:35: E261 at least two spaces before inline comment
scripts/poc/conditional_gan_scenario_generator.py:57:121: E501 line too long (139 > 120 characters)
scripts/poc/conditional_gan_scenario_generator.py:96:1: E302 expected 2 blank lines, found 1
scripts/poc/conditional_gan_scenario_generator.py:115:1: E302 expected 2 blank lines, found 1
scripts/poc/conditional_gan_scenario_generator.py:131:1: E302 expected 2 blank lines, found 1
scripts/poc/conditional_gan_scenario_generator.py:164:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/poc/conditional_gan_scenario_generator.py:188:41: W291 trailing whitespace
scripts/poc/synthetic_data_gan.py:1:1: F401 'tensorflow as tf' imported but unused
scripts/poc/synthetic_data_gan.py:11:17: E261 at least two spaces before inline comment
scripts/poc/synthetic_data_gan.py:16:1: E302 expected 2 blank lines, found 1
scripts/poc/synthetic_data_gan.py:25:57: E261 at least two spaces before inline comment
scripts/poc/synthetic_data_gan.py:32:1: E302 expected 2 blank lines, found 1
scripts/poc/synthetic_data_gan.py:37:47: E261 at least two spaces before inline comment
scripts/poc/synthetic_data_gan.py:44:1: E302 expected 2 blank lines, found 1
scripts/poc/synthetic_data_gan.py:46:36: E261 at least two spaces before inline comment
scripts/poc/synthetic_data_gan.py:58:1: E302 expected 2 blank lines, found 1
scripts/poc/synthetic_data_gan.py:87:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/rag_agent_example.py:9:1: E402 module level import not at top of file
scripts/rag_agent_example.py:10:1: E402 module level import not at top of file
scripts/rag_agent_example.py:11:1: E402 module level import not at top of file
scripts/rag_agent_example.py:12:1: E402 module level import not at top of file
scripts/rag_agent_example.py:13:1: E402 module level import not at top of file
scripts/rag_agent_example.py:18:5: F401 'semantic_kernel.connectors.ai.open_ai.OpenAIChatCompletion' imported but unused
scripts/rag_agent_example.py:18:75: E261 at least two spaces before inline comment
scripts/rag_agent_example.py:28:1: E402 module level import not at top of file
scripts/rag_agent_example.py:53:121: E501 line too long (125 > 120 characters)
scripts/rag_agent_example.py:54:121: E501 line too long (163 > 120 characters)
scripts/rag_agent_example.py:55:121: E501 line too long (146 > 120 characters)
scripts/rag_agent_example.py:59:86: E261 at least two spaces before inline comment
scripts/rag_agent_example.py:59:121: E501 line too long (125 > 120 characters)
scripts/rag_agent_example.py:88:65: E261 at least two spaces before inline comment
scripts/rag_agent_example.py:109:121: E501 line too long (131 > 120 characters)
scripts/rag_agent_example.py:112:5: E303 too many blank lines (2)
scripts/rag_agent_example.py:123:31: E261 at least two spaces before inline comment
scripts/rag_agent_example.py:124:41: E261 at least two spaces before inline comment
scripts/rag_agent_example.py:138:86: E261 at least two spaces before inline comment
scripts/rag_agent_example.py:145:5: E303 too many blank lines (2)
scripts/rag_agent_example.py:161:82: E261 at least two spaces before inline comment
scripts/rag_agent_example.py:166:121: E501 line too long (137 > 120 characters)
scripts/rag_agent_example.py:169:121: E501 line too long (127 > 120 characters)
scripts/rag_agent_example.py:171:121: E501 line too long (130 > 120 characters)
scripts/rag_agent_example.py:172:121: E501 line too long (125 > 120 characters)
scripts/report_generation.py:3:1: F401 'pandas as pd' imported but unused
scripts/report_generation.py:4:1: F401 'fpdf.FPDF' imported but unused
scripts/report_generation.py:5:1: F401 'matplotlib.pyplot as plt' imported but unused
scripts/report_generation.py:7:1: E302 expected 2 blank lines, found 1
scripts/report_generation.py:22:5: E265 block comment should start with '# '
scripts/report_generation.py:36:5: E265 block comment should start with '# '
scripts/report_generation.py:40:1: E302 expected 2 blank lines, found 1
scripts/report_generation.py:66:5: E265 block comment should start with '# '
scripts/report_generation.py:70:1: E302 expected 2 blank lines, found 1
scripts/report_generation.py:84:5: E265 block comment should start with '# '
scripts/report_generation.py:97:5: E265 block comment should start with '# '
scripts/report_generation.py:101:1: E265 block comment should start with '# '
scripts/report_generation.py:103:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/report_generation.py:104:5: E265 block comment should start with '# '
scripts/run_adam.py:7:1: E402 module level import not at top of file
scripts/run_autonomous_update.py:11:1: E402 module level import not at top of file
scripts/run_autonomous_update.py:12:1: E402 module level import not at top of file
scripts/run_autonomous_update.py:19:1: E302 expected 2 blank lines, found 1
scripts/run_autonomous_update.py:92:1: E302 expected 2 blank lines, found 1
scripts/run_daily_ingestion.py:10:1: E402 module level import not at top of file
scripts/run_daily_ingestion.py:16:1: E302 expected 2 blank lines, found 1
scripts/run_daily_ingestion.py:64:31: W291 trailing whitespace
scripts/run_daily_ingestion.py:67:14: E111 indentation is not a multiple of 4
scripts/run_daily_ingestion.py:67:14: E117 over-indented
scripts/run_daily_ingestion.py:69:14: E111 indentation is not a multiple of 4
scripts/run_daily_ingestion.py:69:14: E117 over-indented
scripts/run_daily_ingestion.py:74:24: W292 no newline at end of file
scripts/run_gold_standard_poc.py:18:5: F401 'core.gold_standard.qa.validate_dataframe' imported but unused
scripts/run_gold_standard_poc.py:23:1: E302 expected 2 blank lines, found 1
scripts/run_gold_standard_poc.py:118:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/run_llm_driven_simulation.py:9:1: E302 expected 2 blank lines, found 1
scripts/run_llm_driven_simulation.py:35:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/run_quarterly_trend_analysis_demo.py:9:1: E302 expected 2 blank lines, found 1
scripts/run_simple_simulation.py:9:1: E302 expected 2 blank lines, found 1
scripts/run_simple_simulation.py:25:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/run_simple_simulation.py:28:5: E265 block comment should start with '# '
scripts/run_simple_simulation.py:31:5: E265 block comment should start with '# '
scripts/run_v22_seed_pipeline.py:9:1: E402 module level import not at top of file
scripts/run_v22_seed_pipeline.py:10:1: E402 module level import not at top of file
scripts/run_v22_seed_pipeline.py:11:1: E402 module level import not at top of file
scripts/run_v22_seed_pipeline.py:13:1: E302 expected 2 blank lines, found 1
scripts/run_v22_seed_pipeline.py:67:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/scan_agents_for_ui.py:6:1: F401 'pathlib.Path' imported but unused
scripts/scan_agents_for_ui.py:12:1: E302 expected 2 blank lines, found 1
scripts/scan_agents_for_ui.py:33:121: E501 line too long (142 > 120 characters)
scripts/scan_agents_for_ui.py:35:121: E501 line too long (126 > 120 characters)
scripts/scan_agents_for_ui.py:59:121: E501 line too long (143 > 120 characters)
scripts/scan_agents_for_ui.py:60:98: E261 at least two spaces before inline comment
scripts/scan_agents_for_ui.py:62:95: E261 at least two spaces before inline comment
scripts/scan_agents_for_ui.py:71:58: E261 at least two spaces before inline comment
scripts/scan_agents_for_ui.py:72:51: E261 at least two spaces before inline comment
scripts/scan_agents_for_ui.py:75:121: E501 line too long (148 > 120 characters)
scripts/scan_agents_for_ui.py:82:1: E302 expected 2 blank lines, found 1
scripts/scan_agents_for_ui.py:110:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/setup_agent.py:3:1: F401 'os' imported but unused
scripts/setup_agent.py:7:1: E302 expected 2 blank lines, found 1
scripts/setup_agent.py:32:9: E265 block comment should start with '# '
scripts/setup_agent.py:37:9: E265 block comment should start with '# '
scripts/setup_agent.py:38:9: E265 block comment should start with '# '
scripts/setup_agent.py:43:9: E265 block comment should start with '# '
scripts/setup_agent.py:44:9: E265 block comment should start with '# '
scripts/setup_agent.py:49:9: E265 block comment should start with '# '
scripts/setup_agent.py:50:9: E265 block comment should start with '# '
scripts/setup_agent.py:54:9: E265 block comment should start with '# '
scripts/setup_agent.py:55:9: E265 block comment should start with '# '
scripts/setup_agent.py:60:9: E265 block comment should start with '# '
scripts/setup_agent.py:61:9: E265 block comment should start with '# '
scripts/setup_agent.py:64:9: E265 block comment should start with '# '
scripts/setup_agent.py:69:9: E265 block comment should start with '# '
scripts/setup_agent.py:72:9: E265 block comment should start with '# '
scripts/setup_agent.py:75:9: E265 block comment should start with '# '
scripts/setup_agent.py:80:9: E265 block comment should start with '# '
scripts/setup_agent.py:81:9: E265 block comment should start with '# '
scripts/setup_agent.py:93:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/setup_interactive.py:13:1: E302 expected 2 blank lines, found 1
scripts/setup_interactive.py:20:1: E302 expected 2 blank lines, found 1
scripts/setup_interactive.py:28:1: E302 expected 2 blank lines, found 1
scripts/setup_interactive.py:38:1: E302 expected 2 blank lines, found 1
scripts/setup_interactive.py:48:1: E302 expected 2 blank lines, found 1
scripts/setup_interactive.py:72:47: E261 at least two spaces before inline comment
scripts/setup_interactive.py:99:1: E302 expected 2 blank lines, found 1
scripts/setup_interactive.py:109:1: E302 expected 2 blank lines, found 1
scripts/setup_interactive.py:113:5: F841 local variable 'has_node' is assigned to but never used
scripts/setup_interactive.py:130:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/startup_helper.py:1:1: F401 'os' imported but unused
scripts/startup_helper.py:4:1: E302 expected 2 blank lines, found 1
scripts/startup_helper.py:13:9: F401 'requests' imported but unused
scripts/startup_helper.py:14:9: F401 'yaml' imported but unused
scripts/startup_helper.py:23:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/swarm_showcase.py:2:1: F401 'sys' imported but unused
scripts/swarm_showcase.py:6:1: E302 expected 2 blank lines, found 1
scripts/swarm_showcase.py:24:62: E701 multiple statements on one line (colon)
scripts/swarm_showcase.py:27:121: E501 line too long (156 > 120 characters)
scripts/swarm_showcase.py:31:86: E701 multiple statements on one line (colon)
scripts/swarm_showcase.py:34:121: E501 line too long (138 > 120 characters)
scripts/swarm_showcase.py:40:29: F541 f-string is missing placeholders
scripts/swarm_showcase.py:40:121: E501 line too long (129 > 120 characters)
scripts/swarm_showcase.py:41:29: F541 f-string is missing placeholders
scripts/swarm_showcase.py:42:29: F541 f-string is missing placeholders
scripts/swarm_showcase.py:42:121: E501 line too long (157 > 120 characters)
scripts/swarm_showcase.py:43:29: F541 f-string is missing placeholders
scripts/swarm_showcase.py:46:121: E501 line too long (123 > 120 characters)
scripts/swarm_showcase.py:48:86: E701 multiple statements on one line (colon)
scripts/swarm_showcase.py:74:121: E501 line too long (149 > 120 characters)
scripts/swarm_showcase.py:75:121: E501 line too long (133 > 120 characters)
scripts/swarm_showcase.py:105:121: E501 line too long (138 > 120 characters)
scripts/swarm_showcase.py:168:1: E302 expected 2 blank lines, found 1
scripts/swarm_showcase.py:191:23: E701 multiple statements on one line (colon)
scripts/swarm_showcase.py:199:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/swarm_showcase_v23.py:3:1: F401 'json' imported but unused
scripts/swarm_showcase_v23.py:5:1: E302 expected 2 blank lines, found 1
scripts/swarm_showcase_v23.py:68:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/test_new_agents.py:10:1: E402 module level import not at top of file
scripts/test_new_agents.py:12:1: E302 expected 2 blank lines, found 1
scripts/test_new_agents.py:27:121: E501 line too long (130 > 120 characters)
scripts/test_new_agents.py:29:1: W293 blank line contains whitespace
scripts/test_new_agents.py:48:5: E303 too many blank lines (2)
scripts/test_new_agents.py:54:1: W293 blank line contains whitespace
scripts/test_new_agents_isolated.py:10:1: E402 module level import not at top of file
scripts/test_new_agents_isolated.py:11:1: E402 module level import not at top of file
scripts/test_new_agents_isolated.py:12:1: E402 module level import not at top of file
scripts/test_new_agents_isolated.py:14:1: E302 expected 2 blank lines, found 1
scripts/test_new_agents_isolated.py:33:1: W293 blank line contains whitespace
scripts/test_new_agents_isolated.py:41:121: E501 line too long (130 > 120 characters)
scripts/test_new_agents_isolated.py:43:1: W293 blank line contains whitespace
scripts/test_new_agents_isolated.py:58:1: W293 blank line contains whitespace
scripts/test_sentiment_graph.py:28:1: E302 expected 2 blank lines, found 1
scripts/test_sentiment_graph.py:49:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/upgrade_ui_architecture.py:5:1: F401 're' imported but unused
scripts/upgrade_ui_architecture.py:22:18: E261 at least two spaces before inline comment
scripts/upgrade_ui_architecture.py:54:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:211:121: E501 line too long (124 > 120 characters)
scripts/upgrade_ui_architecture.py:226:121: E501 line too long (140 > 120 characters)
scripts/upgrade_ui_architecture.py:229:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:239:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:251:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:261:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:360:114: W291 trailing whitespace
scripts/upgrade_ui_architecture.py:361:97: W291 trailing whitespace
scripts/upgrade_ui_architecture.py:362:92: W291 trailing whitespace
scripts/upgrade_ui_architecture.py:363:121: E501 line too long (141 > 120 characters)
scripts/upgrade_ui_architecture.py:376:1: E302 expected 2 blank lines, found 1
scripts/upgrade_ui_architecture.py:381:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:383:39: W291 trailing whitespace
scripts/upgrade_ui_architecture.py:385:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:388:29: E701 multiple statements on one line (colon)
scripts/upgrade_ui_architecture.py:389:29: E701 multiple statements on one line (colon)
scripts/upgrade_ui_architecture.py:390:29: E701 multiple statements on one line (colon)
scripts/upgrade_ui_architecture.py:391:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:399:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:403:1: E302 expected 2 blank lines, found 1
scripts/upgrade_ui_architecture.py:408:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:412:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:421:1: E302 expected 2 blank lines, found 1
scripts/upgrade_ui_architecture.py:427:1: E302 expected 2 blank lines, found 1
scripts/upgrade_ui_architecture.py:434:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:438:68: E261 at least two spaces before inline comment
scripts/upgrade_ui_architecture.py:440:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:444:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:450:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:453:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:458:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:466:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:470:1: E302 expected 2 blank lines, found 1
scripts/upgrade_ui_architecture.py:472:121: E501 line too long (295 > 120 characters)
scripts/upgrade_ui_architecture.py:476:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:484:1: E302 expected 2 blank lines, found 1
scripts/upgrade_ui_architecture.py:486:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:489:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:494:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:508:27: E261 at least two spaces before inline comment
scripts/upgrade_ui_architecture.py:516:121: E501 line too long (136 > 120 characters)
scripts/upgrade_ui_architecture.py:527:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:531:1: W293 blank line contains whitespace
scripts/upgrade_ui_architecture.py:536:1: E305 expected 2 blank lines after class or function definition, found 1
scripts/version_data.py:5:1: E302 expected 2 blank lines, found 1
scripts/version_data.py:40:1: E305 expected 2 blank lines after class or function definition, found 1
services/ui_backend.py:5:1: F401 'flask.request' imported but unused
services/ui_backend.py:16:1: E302 expected 2 blank lines, found 1
services/ui_backend.py:20:1: E302 expected 2 blank lines, found 1
services/ui_backend.py:24:1: E302 expected 2 blank lines, found 1
services/ui_backend.py:41:1: E302 expected 2 blank lines, found 1
services/ui_backend.py:50:1: E302 expected 2 blank lines, found 1
services/ui_backend.py:59:1: E305 expected 2 blank lines after class or function definition, found 1
services/webapp/api.py:5:121: E501 line too long (125 > 120 characters)
services/webapp/api.py:13:1: F401 'asyncio' imported but unused
services/webapp/api.py:24:1: E302 expected 2 blank lines, found 1
services/webapp/api.py:26:121: E501 line too long (135 > 120 characters)
services/webapp/api.py:35:1: E305 expected 2 blank lines after class or function definition, found 1
services/webapp/api.py:43:1: E302 expected 2 blank lines, found 1
services/webapp/api.py:50:1: W293 blank line contains whitespace
services/webapp/api.py:57:1: W293 blank line contains whitespace
services/webapp/api.py:62:56: E261 at least two spaces before inline comment
services/webapp/api.py:64:1: W293 blank line contains whitespace
services/webapp/api.py:94:1: E302 expected 2 blank lines, found 1
services/webapp/api.py:104:1: E302 expected 2 blank lines, found 1
services/webapp/api.py:114:1: E302 expected 2 blank lines, found 1
services/webapp/api.py:123:5: E303 too many blank lines (2)
services/webapp/api.py:126:1: E302 expected 2 blank lines, found 1
services/webapp/api.py:135:1: E302 expected 2 blank lines, found 1
services/webapp/api.py:163:5: E303 too many blank lines (2)
services/webapp/api.py:203:14: E111 indentation is not a multiple of 4
services/webapp/api.py:203:14: E117 over-indented
services/webapp/api.py:207:14: E111 indentation is not a multiple of 4
services/webapp/api.py:207:14: E117 over-indented
services/webapp/api.py:209:14: E111 indentation is not a multiple of 4
services/webapp/api.py:209:14: E117 over-indented
services/webapp/api.py:212:14: F811 redefinition of unused 'asyncio' from line 13
services/webapp/api.py:212:14: E111 indentation is not a multiple of 4
services/webapp/api.py:212:14: E117 over-indented
services/webapp/api.py:213:14: E111 indentation is not a multiple of 4
services/webapp/api.py:214:18: E114 indentation is not a multiple of 4 (comment)
services/webapp/api.py:215:18: E111 indentation is not a multiple of 4
services/webapp/api.py:216:22: E111 indentation is not a multiple of 4
services/webapp/api.py:217:18: E111 indentation is not a multiple of 4
services/webapp/api.py:218:22: E111 indentation is not a multiple of 4
services/webapp/api.py:219:22: E111 indentation is not a multiple of 4
services/webapp/api.py:221:18: E111 indentation is not a multiple of 4
services/webapp/api.py:222:23: E114 indentation is not a multiple of 4 (comment)
services/webapp/api.py:222:23: E117 over-indented (comment)
services/webapp/api.py:223:23: E114 indentation is not a multiple of 4 (comment)
services/webapp/api.py:223:23: E117 over-indented (comment)
services/webapp/api.py:224:23: E111 indentation is not a multiple of 4
services/webapp/api.py:224:23: E117 over-indented
services/webapp/api.py:225:23: E111 indentation is not a multiple of 4
services/webapp/api.py:226:18: E111 indentation is not a multiple of 4
services/webapp/api.py:227:23: E111 indentation is not a multiple of 4
services/webapp/api.py:227:23: E117 over-indented
services/webapp/api.py:229:18: E111 indentation is not a multiple of 4
services/webapp/api.py:230:14: E111 indentation is not a multiple of 4
services/webapp/api.py:231:18: E111 indentation is not a multiple of 4
services/webapp/api.py:232:18: E111 indentation is not a multiple of 4
services/webapp/api.py:234:14: E111 indentation is not a multiple of 4
services/webapp/api.py:234:14: E117 over-indented
services/webapp/api.py:255:5: E303 too many blank lines (2)
services/webapp/api.py:280:35: E261 at least two spaces before inline comment
services/webapp/api.py:303:5: E303 too many blank lines (2)
services/webapp/api.py:437:5: E303 too many blank lines (2)
services/webapp/api.py:447:14: E111 indentation is not a multiple of 4
services/webapp/api.py:447:14: E117 over-indented
services/webapp/api.py:451:14: E111 indentation is not a multiple of 4
services/webapp/api.py:451:14: E117 over-indented
services/webapp/api.py:491:121: E501 line too long (143 > 120 characters)
services/webapp/api.py:493:121: E501 line too long (143 > 120 characters)
services/webapp/api.py:577:121: E501 line too long (157 > 120 characters)
services/webapp/api.py:613:121: E501 line too long (148 > 120 characters)
services/webapp/api.py:626:121: E501 line too long (132 > 120 characters)
services/webapp/api.py:639:5: E303 too many blank lines (2)
services/webapp/api.py:643:5: E306 expected 1 blank line before a nested definition, found 0
services/webapp/api.py:657:1: E305 expected 2 blank lines after class or function definition, found 1
services/webapp/config.py:3:1: E302 expected 2 blank lines, found 1
services/webapp/config.py:22:1: E302 expected 2 blank lines, found 1
services/webapp/config.py:26:1: E302 expected 2 blank lines, found 1
services/webapp/config.py:31:1: E305 expected 2 blank lines after class or function definition, found 1
services/webapp/tests.py:6:1: E302 expected 2 blank lines, found 1
services/webapp/tests.py:31:5: E303 too many blank lines (2)
services/webapp/tests.py:40:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:41:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:48:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:49:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:56:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:57:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:68:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:69:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:75:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:76:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:77:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:90:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:91:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:97:35: E128 continuation line under-indented for visual indent
services/webapp/tests.py:98:35: E128 continuation line under-indented for visual indent
services/webapp/tests.py:99:35: E128 continuation line under-indented for visual indent
services/webapp/tests.py:105:35: E128 continuation line under-indented for visual indent
services/webapp/tests.py:106:35: E128 continuation line under-indented for visual indent
services/webapp/tests.py:107:35: E128 continuation line under-indented for visual indent
services/webapp/tests.py:120:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:121:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:122:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:148:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:149:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:155:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:156:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:162:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:163:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:174:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:175:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:181:34: E128 continuation line under-indented for visual indent
services/webapp/tests.py:214:38: E128 continuation line under-indented for visual indent
services/webapp/tests.py:215:38: E128 continuation line under-indented for visual indent
tests/api/test_service_state.py:3:1: F401 'unittest.mock.MagicMock' imported but unused
tests/api/test_service_state.py:4:1: F811 redefinition of unused 'pytest' from line 1
tests/api/test_service_state.py:7:1: E402 module level import not at top of file
tests/api/test_service_state.py:8:1: E402 module level import not at top of file
tests/api/test_service_state.py:11:1: E302 expected 2 blank lines, found 1
tests/api/test_service_state.py:18:1: E302 expected 2 blank lines, found 1
tests/api/test_service_state.py:58:44: E261 at least two spaces before inline comment
tests/api/test_service_state.py:76:1: E302 expected 2 blank lines, found 1
tests/api/test_service_state.py:81:10: E111 indentation is not a multiple of 4
tests/api/test_service_state.py:81:10: E117 over-indented
tests/api/test_service_state.py:84:43: E261 at least two spaces before inline comment
tests/api/test_service_state.py:87:10: E111 indentation is not a multiple of 4
tests/api/test_service_state.py:88:10: E111 indentation is not a multiple of 4
tests/conftest.py:29:1: E302 expected 2 blank lines, found 1
tests/optimizers/test_core_optimizers.py:3:1: E402 module level import not at top of file
tests/optimizers/test_core_optimizers.py:5:1: E302 expected 2 blank lines, found 1
tests/optimizers/test_core_optimizers.py:37:1: E302 expected 2 blank lines, found 1
tests/optimizers/test_core_optimizers.py:57:1: E302 expected 2 blank lines, found 1
tests/test_adk_data_pipeline.py:6:1: E302 expected 2 blank lines, found 1
tests/test_adk_data_pipeline.py:69:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_agent_base.py:3:1: F401 'asyncio' imported but unused
tests/test_agent_base.py:6:1: E302 expected 2 blank lines, found 1
tests/test_agent_base.py:14:1: E302 expected 2 blank lines, found 1
tests/test_agent_base.py:19:47: E261 at least two spaces before inline comment
tests/test_agent_base.py:21:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_agent_loading_fix.py:6:1: F401 'logging' imported but unused
tests/test_agent_loading_fix.py:31:121: E501 line too long (122 > 120 characters)
tests/test_agent_loading_fix.py:56:1: E402 module level import not at top of file
tests/test_agent_loading_fix.py:58:1: E302 expected 2 blank lines, found 1
tests/test_agent_loading_fix.py:62:55: E261 at least two spaces before inline comment
tests/test_agent_loading_fix.py:65:43: E261 at least two spaces before inline comment
tests/test_agent_loading_fix.py:104:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_agent_orchestrator.py:3:1: F401 'sys' imported but unused
tests/test_agent_orchestrator.py:8:1: F401 'core.system.error_handler.AgentNotFoundError' imported but unused
tests/test_agent_orchestrator.py:11:1: E302 expected 2 blank lines, found 1
tests/test_agent_orchestrator.py:15:1: E302 expected 2 blank lines, found 1
tests/test_agent_orchestrator.py:29:48: E261 at least two spaces before inline comment
tests/test_agent_orchestrator.py:33:35: E231 missing whitespace after ':'
tests/test_agent_orchestrator.py:52:24: E201 whitespace after '{'
tests/test_agent_orchestrator.py:52:95: E202 whitespace before '}'
tests/test_agent_orchestrator.py:55:43: E201 whitespace after '{'
tests/test_agent_orchestrator.py:55:114: E202 whitespace before '}'
tests/test_agent_orchestrator.py:65:5: E303 too many blank lines (2)
tests/test_agent_orchestrator.py:98:5: E303 too many blank lines (2)
tests/test_agent_orchestrator.py:111:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_agents.py:4:1: F401 'unittest.mock.AsyncMock' imported but unused
tests/test_agents.py:8:1: F401 'core.agents.industry_specialist_agent.IndustrySpecialistAgent' imported but unused
tests/test_agents.py:9:1: F401 'core.agents.fundamental_analyst_agent.FundamentalAnalystAgent' imported but unused
tests/test_agents.py:10:1: F401 'core.agents.technical_analyst_agent.TechnicalAnalystAgent as TechnicalAnalyst' imported but unused
tests/test_agents.py:11:1: F401 'core.agents.risk_assessment_agent.RiskAssessmentAgent as RiskAssessor' imported but unused
tests/test_agents.py:12:1: F401 'core.agents.newsletter_layout_specialist_agent.NewsletterLayoutSpecialist' imported but unused
tests/test_agents.py:13:1: F401 'core.agents.data_verification_agent.DataVerificationAgent' imported but unused
tests/test_agents.py:14:1: F401 'core.agents.lexica_agent.LexicaAgent' imported but unused
tests/test_agents.py:15:1: F401 'core.agents.archive_manager_agent.ArchiveManagerAgent' imported but unused
tests/test_agents.py:16:1: F401 'core.agents.echo_agent.EchoAgent' imported but unused
tests/test_agents.py:18:1: E265 block comment should start with '# '
tests/test_agents.py:20:1: E302 expected 2 blank lines, found 1
tests/test_agents.py:66:1: E302 expected 2 blank lines, found 1
tests/test_agents.py:79:84: E261 at least two spaces before inline comment
tests/test_agents.py:80:90: E261 at least two spaces before inline comment
tests/test_agents.py:110:9: E265 block comment should start with '# '
tests/test_agents.py:120:1: E265 block comment should start with '# '
tests/test_agents.py:122:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_anomaly_detection_agent.py:3:1: F401 'numpy as np' imported but unused
tests/test_anomaly_detection_agent.py:11:1: E402 module level import not at top of file
tests/test_anomaly_detection_agent.py:12:1: F401 'core.engine.unified_knowledge_graph.UnifiedKnowledgeGraph' imported but unused
tests/test_anomaly_detection_agent.py:12:1: E402 module level import not at top of file
tests/test_anomaly_detection_agent.py:14:1: E302 expected 2 blank lines, found 1
tests/test_anomaly_detection_agent.py:17:41: W291 trailing whitespace
tests/test_anomaly_detection_agent.py:39:52: W291 trailing whitespace
tests/test_anomaly_detection_agent.py:48:46: E261 at least two spaces before inline comment
tests/test_anomaly_detection_agent.py:107:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_anomaly_detection_agent.py:108:20: W292 no newline at end of file
tests/test_api_log_privacy.py:6:1: F401 'unittest.mock.patch' imported but unused
tests/test_api_log_privacy.py:34:1: E402 module level import not at top of file
tests/test_api_log_privacy.py:36:1: E302 expected 2 blank lines, found 1
tests/test_api_log_privacy.py:65:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_api_v23_wiring.py:10:1: E302 expected 2 blank lines, found 1
tests/test_api_v23_wiring.py:42:59: E261 at least two spaces before inline comment
tests/test_api_v23_wiring.py:60:22: E111 indentation is not a multiple of 4
tests/test_api_v23_wiring.py:60:22: E117 over-indented
tests/test_api_v23_wiring.py:63:22: E111 indentation is not a multiple of 4
tests/test_api_v23_wiring.py:63:22: E117 over-indented
tests/test_api_v23_wiring.py:84:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_architect_modules.py:4:1: F401 'asyncio' imported but unused
tests/test_architect_modules.py:9:1: E402 module level import not at top of file
tests/test_architect_modules.py:10:1: E402 module level import not at top of file
tests/test_architect_modules.py:12:1: E302 expected 2 blank lines, found 1
tests/test_architect_modules.py:22:1: E302 expected 2 blank lines, found 1
tests/test_architect_modules.py:44:1: E302 expected 2 blank lines, found 1
tests/test_architect_modules.py:58:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_awo_planner.py:8:1: E402 module level import not at top of file
tests/test_awo_planner.py:10:1: E302 expected 2 blank lines, found 1
tests/test_awo_planner.py:38:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_code_alchemist.py:4:1: F401 'unittest.mock.MagicMock' imported but unused
tests/test_code_alchemist.py:5:1: F401 'json' imported but unused
tests/test_code_alchemist.py:11:1: E402 module level import not at top of file
tests/test_code_alchemist.py:13:1: E302 expected 2 blank lines, found 1
tests/test_code_alchemist.py:42:14: E111 indentation is not a multiple of 4
tests/test_code_alchemist.py:42:14: E117 over-indented
tests/test_code_alchemist.py:42:121: E501 line too long (148 > 120 characters)
tests/test_code_alchemist.py:54:14: E111 indentation is not a multiple of 4
tests/test_code_alchemist.py:54:14: E117 over-indented
tests/test_code_alchemist.py:54:51: E261 at least two spaces before inline comment
tests/test_code_alchemist.py:135:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_code_gen.py:2:1: F401 'asyncio' imported but unused
tests/test_code_gen.py:3:1: F401 'unittest.mock.MagicMock' imported but unused
tests/test_code_gen.py:6:1: E302 expected 2 blank lines, found 1
tests/test_code_gen.py:9:63: F841 local variable 'MockLLM' is assigned to but never used
tests/test_config_utils.py:7:1: F401 'logging' imported but unused
tests/test_config_utils.py:14:1: E302 expected 2 blank lines, found 1
tests/test_config_utils.py:19:43: W291 trailing whitespace
tests/test_config_utils.py:50:61: E261 at least two spaces before inline comment
tests/test_config_utils.py:53:37: E261 at least two spaces before inline comment
tests/test_config_utils.py:55:1: W293 blank line contains whitespace
tests/test_config_utils.py:71:22: W291 trailing whitespace
tests/test_config_utils.py:72:1: W293 blank line contains whitespace
tests/test_config_utils.py:74:1: W293 blank line contains whitespace
tests/test_config_utils.py:76:1: W293 blank line contains whitespace
tests/test_config_utils.py:84:5: E303 too many blank lines (2)
tests/test_config_utils.py:91:121: E501 line too long (134 > 120 characters)
tests/test_config_utils.py:92:51: W291 trailing whitespace
tests/test_config_utils.py:98:1: W293 blank line contains whitespace
tests/test_config_utils.py:100:1: W293 blank line contains whitespace
tests/test_config_utils.py:109:1: W293 blank line contains whitespace
tests/test_config_utils.py:119:5: E303 too many blank lines (2)
tests/test_config_utils.py:122:46: W291 trailing whitespace
tests/test_config_utils.py:123:28: W291 trailing whitespace
tests/test_config_utils.py:129:1: W293 blank line contains whitespace
tests/test_config_utils.py:132:1: W293 blank line contains whitespace
tests/test_config_utils.py:134:1: W293 blank line contains whitespace
tests/test_config_utils.py:139:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_cors_security.py:8:1: E402 module level import not at top of file
tests/test_cors_security.py:10:1: E302 expected 2 blank lines, found 1
tests/test_cors_security.py:16:1: E302 expected 2 blank lines, found 1
tests/test_cors_security.py:26:1: E302 expected 2 blank lines, found 1
tests/test_crisis_simulation_agent.py:7:1: E302 expected 2 blank lines, found 1
tests/test_crisis_simulation_agent.py:57:121: E501 line too long (164 > 120 characters)
tests/test_crisis_simulation_agent.py:66:121: E501 line too long (269 > 120 characters)
tests/test_crisis_simulation_agent.py:72:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_cyclical_agents.py:4:1: F401 'unittest.mock.Mock' imported but unused
tests/test_cyclical_agents.py:4:1: F401 'unittest.mock.call' imported but unused
tests/test_cyclical_agents.py:9:1: E302 expected 2 blank lines, found 1
tests/test_cyclical_agents.py:14:17: F841 local variable 'mock_broker_instance' is assigned to but never used
tests/test_cyclical_agents.py:87:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_data_retrieval_agent.py:4:1: F401 'unittest.mock.mock_open' imported but unused
tests/test_data_retrieval_agent.py:6:1: F401 'core.system.error_handler.DataNotFoundError' imported but unused
tests/test_data_retrieval_agent.py:6:1: F401 'core.system.error_handler.InvalidInputError' imported but unused
tests/test_data_retrieval_agent.py:9:1: E302 expected 2 blank lines, found 1
tests/test_data_retrieval_agent.py:14:21: E231 missing whitespace after ':'
tests/test_data_retrieval_agent.py:16:17: E122 continuation line missing indentation or outdented
tests/test_data_retrieval_agent.py:17:17: E122 continuation line missing indentation or outdented
tests/test_data_retrieval_agent.py:18:17: E122 continuation line missing indentation or outdented
tests/test_data_retrieval_agent.py:24:14: E131 continuation line unaligned for hanging indent
tests/test_data_retrieval_agent.py:26:39: E261 at least two spaces before inline comment
tests/test_data_retrieval_agent.py:27:54: E261 at least two spaces before inline comment
tests/test_data_retrieval_agent.py:30:46: E261 at least two spaces before inline comment
tests/test_data_retrieval_agent.py:32:82: E261 at least two spaces before inline comment
tests/test_data_retrieval_agent.py:32:83: E262 inline comment should start with '# '
tests/test_data_retrieval_agent.py:37:121: E501 line too long (129 > 120 characters)
tests/test_data_retrieval_agent.py:42:82: E261 at least two spaces before inline comment
tests/test_data_retrieval_agent.py:42:83: E262 inline comment should start with '# '
tests/test_data_retrieval_agent.py:52:82: E261 at least two spaces before inline comment
tests/test_data_retrieval_agent.py:52:83: E262 inline comment should start with '# '
tests/test_data_retrieval_agent.py:56:1: W293 blank line contains whitespace
tests/test_data_retrieval_agent.py:65:55: E231 missing whitespace after ':'
tests/test_data_retrieval_agent.py:68:50: E231 missing whitespace after ':'
tests/test_data_retrieval_agent.py:71:5: E303 too many blank lines (2)
tests/test_data_retrieval_agent.py:74:82: E261 at least two spaces before inline comment
tests/test_data_retrieval_agent.py:74:83: E262 inline comment should start with '# '
tests/test_data_retrieval_agent.py:96:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_data_sources.py:7:1: E302 expected 2 blank lines, found 1
tests/test_data_sources.py:18:17: E265 block comment should start with '# '
tests/test_data_sources.py:30:29: F821 undefined name 'Mock'
tests/test_data_sources.py:46:9: E265 block comment should start with '# '
tests/test_data_sources.py:51:9: E265 block comment should start with '# '
tests/test_data_sources.py:58:9: E265 block comment should start with '# '
tests/test_data_sources.py:63:9: E265 block comment should start with '# '
tests/test_data_sources.py:68:9: E265 block comment should start with '# '
tests/test_data_sources.py:70:5: E265 block comment should start with '# '
tests/test_data_sources.py:72:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_data_utils.py:12:1: E302 expected 2 blank lines, found 1
tests/test_data_utils.py:52:10: E111 indentation is not a multiple of 4
tests/test_data_utils.py:52:10: E117 over-indented
tests/test_data_utils.py:54:10: E111 indentation is not a multiple of 4
tests/test_data_utils.py:74:45: E261 at least two spaces before inline comment
tests/test_data_utils.py:87:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_dcf_valuation.py:9:1: F401 'core.engine.valuation_utils.get_price_targets' imported but unused
tests/test_dcf_valuation.py:9:1: E402 module level import not at top of file
tests/test_dcf_valuation.py:11:1: E302 expected 2 blank lines, found 1
tests/test_dcf_valuation.py:59:41: E261 at least two spaces before inline comment
tests/test_dcf_valuation.py:71:65: E261 at least two spaces before inline comment
tests/test_dcf_valuation.py:72:59: E261 at least two spaces before inline comment
tests/test_dcf_valuation.py:79:75: E261 at least two spaces before inline comment
tests/test_dcf_valuation.py:83:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_financial_data.py:9:1: E302 expected 2 blank lines, found 1
tests/test_financial_data.py:97:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_financial_platform.py:9:1: E402 module level import not at top of file
tests/test_financial_platform.py:10:1: E402 module level import not at top of file
tests/test_financial_platform.py:11:1: F401 'src.config.DEFAULT_ASSUMPTIONS' imported but unused
tests/test_financial_platform.py:11:1: E402 module level import not at top of file
tests/test_financial_platform.py:13:1: E302 expected 2 blank lines, found 1
tests/test_financial_platform.py:33:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_financial_suite.py:2:1: F401 'json' imported but unused
tests/test_financial_suite.py:3:1: F401 'os' imported but unused
tests/test_financial_suite.py:7:1: E302 expected 2 blank lines, found 1
tests/test_financial_suite.py:44:33: E261 at least two spaces before inline comment
tests/test_financial_suite.py:47:33: W605 invalid escape sequence '\ '
tests/test_financial_suite.py:48:42: W605 invalid escape sequence '\ '
tests/test_financial_suite.py:50:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_financial_truth_plugin.py:2:1: F401 'os' imported but unused
tests/test_financial_truth_plugin.py:8:1: E302 expected 2 blank lines, found 1
tests/test_financial_truth_plugin.py:26:46: E261 at least two spaces before inline comment
tests/test_financial_truth_plugin.py:46:121: E501 line too long (124 > 120 characters)
tests/test_financial_truth_plugin.py:75:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_gold_standard.py:3:1: F401 'numpy as np' imported but unused
tests/test_gold_standard.py:10:1: E402 module level import not at top of file
tests/test_gold_standard.py:11:1: E402 module level import not at top of file
tests/test_gold_standard.py:13:1: E302 expected 2 blank lines, found 1
tests/test_gold_standard.py:17:23: E261 at least two spaces before inline comment
tests/test_gold_standard.py:37:13: F401 'pandera' imported but unused
tests/test_gold_standard.py:54:33: E261 at least two spaces before inline comment
tests/test_gold_standard.py:59:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_hft_nexus.py:2:1: F401 'struct' imported but unused
tests/test_hft_nexus.py:6:1: E302 expected 2 blank lines, found 1
tests/test_hft_nexus.py:67:1: E302 expected 2 blank lines, found 1
tests/test_hft_nexus.py:88:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_historical_loader.py:2:1: F401 'unittest.mock.MagicMock' imported but unused
tests/test_historical_loader.py:7:1: F401 'core.schemas.market_data_schema.MarketDataSchema' imported but unused
tests/test_historical_loader.py:9:1: E302 expected 2 blank lines, found 1
tests/test_historical_loader.py:63:37: E261 at least two spaces before inline comment
tests/test_historical_loader.py:95:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_hnasp.py:2:1: F401 'json' imported but unused
tests/test_hnasp.py:5:1: F401 'core.schemas.hnasp.Turn' imported but unused
tests/test_hnasp.py:11:1: E302 expected 2 blank lines, found 1
tests/test_hnasp.py:27:121: E501 line too long (166 > 120 characters)
tests/test_hnasp.py:61:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_institutional_radar.py:2:1: F401 'os' imported but unused
tests/test_institutional_radar.py:3:1: F401 'shutil' imported but unused
tests/test_institutional_radar.py:4:1: F401 'asyncio' imported but unused
tests/test_institutional_radar.py:7:1: F401 'core.institutional_radar.database.engine' imported but unused
tests/test_institutional_radar.py:8:1: F401 'core.institutional_radar.schema.HoldingDetail' imported but unused
tests/test_institutional_radar.py:10:1: E302 expected 2 blank lines, found 1
tests/test_institutional_radar.py:113:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_interaction_loop.py:13:1: E302 expected 2 blank lines, found 1
tests/test_interaction_loop.py:32:9: E303 too many blank lines (2)
tests/test_interaction_loop.py:43:71: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:43:73: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:43:87: E261 at least two spaces before inline comment
tests/test_interaction_loop.py:43:88: E262 inline comment should start with '# '
tests/test_interaction_loop.py:49:77: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:49:79: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:49:110: E261 at least two spaces before inline comment
tests/test_interaction_loop.py:49:121: E501 line too long (124 > 120 characters)
tests/test_interaction_loop.py:54:110: E261 at least two spaces before inline comment
tests/test_interaction_loop.py:54:121: E501 line too long (135 > 120 characters)
tests/test_interaction_loop.py:55:72: E261 at least two spaces before inline comment
tests/test_interaction_loop.py:61:71: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:61:73: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:66:77: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:66:79: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:69:9: E303 too many blank lines (2)
tests/test_interaction_loop.py:80:56: E261 at least two spaces before inline comment
tests/test_interaction_loop.py:81:78: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:81:80: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:90:71: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:90:73: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:92:77: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:92:79: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:92:121: E501 line too long (123 > 120 characters)
tests/test_interaction_loop.py:100:5: E303 too many blank lines (2)
tests/test_interaction_loop.py:104:71: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:104:73: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:127:71: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:127:73: E251 unexpected spaces around keyword / parameter equals
tests/test_interaction_loop.py:129:90: E261 at least two spaces before inline comment
tests/test_interaction_loop.py:133:85: E261 at least two spaces before inline comment
tests/test_interaction_loop.py:135:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_interaction_loop_fixes.py:24:1: E302 expected 2 blank lines, found 1
tests/test_interaction_loop_fixes.py:37:9: F841 local variable 'e' is assigned to but never used
tests/test_interaction_loop_fixes.py:51:19: E261 at least two spaces before inline comment
tests/test_interaction_loop_fixes.py:62:21: E261 at least two spaces before inline comment
tests/test_interaction_loop_fixes.py:64:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_knowledge_base.py:6:1: E302 expected 2 blank lines, found 1
tests/test_knowledge_base.py:31:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_legacy_api_security.py:19:1: E402 module level import not at top of file
tests/test_legacy_api_security.py:21:1: E302 expected 2 blank lines, found 1
tests/test_legacy_api_security.py:45:75: E261 at least two spaces before inline comment
tests/test_legacy_api_security.py:46:62: E261 at least two spaces before inline comment
tests/test_legacy_api_security.py:50:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_live_data_fetcher.py:8:1: E302 expected 2 blank lines, found 1
tests/test_live_data_fetcher.py:58:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_memory_integration.py:4:1: F401 'json' imported but unused
tests/test_memory_integration.py:5:1: F401 'unittest.mock.MagicMock' imported but unused
tests/test_memory_integration.py:13:1: E302 expected 2 blank lines, found 1
tests/test_memory_integration.py:45:5: F841 local variable 'result2' is assigned to but never used
tests/test_memory_integration.py:52:121: E501 line too long (126 > 120 characters)
tests/test_memory_integration.py:59:10: E111 indentation is not a multiple of 4
tests/test_memory_integration.py:59:10: E117 over-indented
tests/test_odyssey_flow.py:9:1: E402 module level import not at top of file
tests/test_odyssey_flow.py:10:1: E402 module level import not at top of file
tests/test_odyssey_flow.py:12:1: E302 expected 2 blank lines, found 1
tests/test_odyssey_flow.py:59:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_odyssey_graph_integration.py:7:1: E402 module level import not at top of file
tests/test_odyssey_graph_integration.py:9:1: E302 expected 2 blank lines, found 1
tests/test_odyssey_graph_integration.py:77:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_political_landscape.py:7:1: E302 expected 2 blank lines, found 1
tests/test_political_landscape.py:53:121: E501 line too long (136 > 120 characters)
tests/test_political_landscape.py:84:1: E302 expected 2 blank lines, found 1
tests/test_political_landscape.py:99:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_prompt_framework.py:6:1: F401 'datetime.datetime' imported but unused
tests/test_prompt_framework.py:7:1: F401 'typing.Dict' imported but unused
tests/test_prompt_framework.py:7:1: F401 'typing.Any' imported but unused
tests/test_prompt_framework.py:13:1: E402 module level import not at top of file
tests/test_prompt_framework.py:14:1: E402 module level import not at top of file
tests/test_prompt_framework.py:18:1: E302 expected 2 blank lines, found 1
tests/test_prompt_framework.py:23:1: E302 expected 2 blank lines, found 1
tests/test_prompt_framework.py:27:1: E302 expected 2 blank lines, found 1
tests/test_prompt_framework.py:36:1: E302 expected 2 blank lines, found 1
tests/test_prompt_framework.py:145:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_quantum_capabilities.py:7:1: E302 expected 2 blank lines, found 1
tests/test_quantum_capabilities.py:47:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_query_understanding_agent.py:8:1: E302 expected 2 blank lines, found 1
tests/test_query_understanding_agent.py:47:5: E303 too many blank lines (2)
tests/test_query_understanding_agent.py:54:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_regulatory_compliance_agent_integration.py:27:1: E302 expected 2 blank lines, found 1
tests/test_regulatory_compliance_agent_integration.py:62:121: E501 line too long (132 > 120 characters)
tests/test_regulatory_compliance_agent_integration.py:76:18: E111 indentation is not a multiple of 4
tests/test_regulatory_compliance_agent_integration.py:76:18: E117 over-indented
tests/test_regulatory_compliance_agent_integration.py:103:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_regulatory_compliance_guidance.py:18:1: E402 module level import not at top of file
tests/test_regulatory_compliance_guidance.py:20:1: E302 expected 2 blank lines, found 1
tests/test_regulatory_compliance_guidance.py:27:121: E501 line too long (130 > 120 characters)
tests/test_regulatory_compliance_guidance.py:50:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_regulatory_learning.py:2:1: F401 'unittest.mock.MagicMock' imported but unused
tests/test_regulatory_learning.py:5:1: F401 'json' imported but unused
tests/test_regulatory_learning.py:10:1: E402 module level import not at top of file
tests/test_regulatory_learning.py:12:1: E302 expected 2 blank lines, found 1
tests/test_regulatory_learning.py:29:121: E501 line too long (124 > 120 characters)
tests/test_regulatory_learning.py:33:67: F841 local variable 'mock_file' is assigned to but never used
tests/test_regulatory_learning.py:97:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_result_aggregation_agent.py:7:1: E302 expected 2 blank lines, found 1
tests/test_result_aggregation_agent.py:34:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_secrets_utils.py:3:1: F401 'logging' imported but unused
tests/test_secrets_utils.py:13:1: E302 expected 2 blank lines, found 1
tests/test_secrets_utils.py:20:44: E261 at least two spaces before inline comment
tests/test_secrets_utils.py:30:66: E261 at least two spaces before inline comment
tests/test_secrets_utils.py:32:1: W293 blank line contains whitespace
tests/test_secrets_utils.py:41:1: W293 blank line contains whitespace
tests/test_secrets_utils.py:43:121: E501 line too long (126 > 120 characters)
tests/test_secrets_utils.py:52:121: E501 line too long (131 > 120 characters)
tests/test_secrets_utils.py:54:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_simulation_security.py:5:1: E302 expected 2 blank lines, found 1
tests/test_simulation_security.py:19:34: E128 continuation line under-indented for visual indent
tests/test_simulation_security.py:20:34: E128 continuation line under-indented for visual indent
tests/test_simulation_security.py:34:35: E128 continuation line under-indented for visual indent
tests/test_simulation_security.py:40:35: E128 continuation line under-indented for visual indent
tests/test_social_media_api_fix.py:3:1: F401 'unittest.mock.MagicMock' imported but unused
tests/test_social_media_api_fix.py:8:1: E302 expected 2 blank lines, found 1
tests/test_social_media_api_fix.py:10:71: W291 trailing whitespace
tests/test_social_media_api_fix.py:19:1: W293 blank line contains whitespace
tests/test_social_media_api_fix.py:28:1: W293 blank line contains whitespace
tests/test_social_media_api_fix.py:35:38: E261 at least two spaces before inline comment
tests/test_system.py:4:1: F401 'yaml' imported but unused
tests/test_system.py:7:1: F401 'unittest.mock.Mock' imported but unused
tests/test_system.py:35:1: E402 module level import not at top of file
tests/test_system.py:37:1: E302 expected 2 blank lines, found 1
tests/test_system.py:120:121: E501 line too long (143 > 120 characters)
tests/test_system.py:127:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_token_utils.py:6:1: E302 expected 2 blank lines, found 1
tests/test_token_utils.py:19:82: E261 at least two spaces before inline comment
tests/test_token_utils.py:23:94: E261 at least two spaces before inline comment
tests/test_token_utils.py:27:84: E261 at least two spaces before inline comment
tests/test_token_utils.py:31:85: E261 at least two spaces before inline comment
tests/test_token_utils.py:35:84: E261 at least two spaces before inline comment
tests/test_token_utils.py:37:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_v21_orchestrator_loading.py:8:1: E402 module level import not at top of file
tests/test_v21_orchestrator_loading.py:9:1: E402 module level import not at top of file
tests/test_v21_orchestrator_loading.py:11:1: E302 expected 2 blank lines, found 1
tests/test_v21_orchestrator_loading.py:15:74: W291 trailing whitespace
tests/test_v21_orchestrator_loading.py:19:1: W293 blank line contains whitespace
tests/test_v21_orchestrator_loading.py:23:1: W293 blank line contains whitespace
tests/test_v21_orchestrator_loading.py:28:1: W293 blank line contains whitespace
tests/test_v21_orchestrator_loading.py:31:1: W293 blank line contains whitespace
tests/test_v21_orchestrator_loading.py:35:121: E501 line too long (126 > 120 characters)
tests/test_v21_orchestrator_loading.py:36:1: W293 blank line contains whitespace
tests/test_v21_orchestrator_loading.py:38:1: W293 blank line contains whitespace
tests/test_v21_orchestrator_loading.py:40:121: E501 line too long (152 > 120 characters)
tests/test_v21_orchestrator_loading.py:41:1: W293 blank line contains whitespace
tests/test_v21_orchestrator_loading.py:44:69: E261 at least two spaces before inline comment
tests/test_v21_orchestrator_loading.py:45:72: E261 at least two spaces before inline comment
tests/test_v21_orchestrator_loading.py:46:87: E261 at least two spaces before inline comment
tests/test_v21_orchestrator_loading.py:47:1: W293 blank line contains whitespace
tests/test_v21_orchestrator_loading.py:49:1: W293 blank line contains whitespace
tests/test_v21_orchestrator_loading.py:53:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_v23_5_pipeline.py:2:1: F401 'asyncio' imported but unused
tests/test_v23_5_pipeline.py:3:1: F401 'unittest.mock.MagicMock' imported but unused
tests/test_v23_5_pipeline.py:6:1: E302 expected 2 blank lines, found 1
tests/test_v23_5_pipeline.py:9:63: F841 local variable 'MockLLM' is assigned to but never used
tests/test_v23_5_schema.py:1:1: F401 'core.schemas.v23_5_schema.V23KnowledgeGraph' imported but unused
tests/test_v23_5_schema.py:2:1: F401 'json' imported but unused
tests/test_v23_5_schema.py:4:1: E302 expected 2 blank lines, found 1
tests/test_v23_5_schema.py:17:42: E201 whitespace after '{'
tests/test_v23_5_schema.py:17:116: E202 whitespace before '}'
tests/test_v23_5_schema.py:72:30: E201 whitespace after '{'
tests/test_v23_5_schema.py:72:121: E501 line too long (138 > 120 characters)
tests/test_v23_5_schema.py:72:137: E202 whitespace before '}'
tests/test_v23_5_schema.py:96:9: F841 local variable 'model' is assigned to but never used
tests/test_v23_5_schema.py:103:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_v23_architect.py:15:121: E501 line too long (122 > 120 characters)
tests/test_v23_architect.py:16:14: E127 continuation line over-indented for visual indent
tests/test_v23_architect.py:21:1: E402 module level import not at top of file
tests/test_v23_architect.py:22:1: E402 module level import not at top of file
tests/test_v23_architect.py:23:121: E501 line too long (126 > 120 characters)
tests/test_v23_architect.py:26:1: E302 expected 2 blank lines, found 1
tests/test_v23_architect.py:30:1: E302 expected 2 blank lines, found 1
tests/test_v23_architect.py:50:121: E501 line too long (128 > 120 characters)
tests/test_v23_architect.py:57:52: E261 at least two spaces before inline comment
tests/test_v23_architect.py:78:17: F841 local variable 'result' is assigned to but never used
tests/test_v23_architect.py:90:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_v23_ingestion.py:6:1: F401 'datetime.datetime' imported but unused
tests/test_v23_ingestion.py:6:1: F401 'datetime.timedelta' imported but unused
tests/test_v23_ingestion.py:17:1: E302 expected 2 blank lines, found 1
tests/test_v23_ingestion.py:29:22: E261 at least two spaces before inline comment
tests/test_v23_ingestion.py:54:36: E261 at least two spaces before inline comment
tests/test_v23_ingestion.py:94:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_v30_architecture.py:8:1: E402 module level import not at top of file
tests/test_v30_architecture.py:9:1: E402 module level import not at top of file
tests/test_v30_architecture.py:10:1: E402 module level import not at top of file
tests/test_v30_architecture.py:11:1: E402 module level import not at top of file
tests/test_v30_architecture.py:13:1: E302 expected 2 blank lines, found 1
tests/test_v30_architecture.py:48:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_workflow_system.py:12:1: E302 expected 2 blank lines, found 1
tests/test_workflow_system.py:48:9: F841 local variable 'results' is assigned to but never used
tests/test_workflow_system.py:85:1: E305 expected 2 blank lines after class or function definition, found 1
tests/test_workflow_system.py:86:20: W292 no newline at end of file
tests/validate_ukg_seed.py:5:1: E302 expected 2 blank lines, found 1
tests/validate_ukg_seed.py:50:1: E305 expected 2 blank lines after class or function definition, found 1
tests/verify_agents_v23.py:9:1: E402 module level import not at top of file
tests/verify_agents_v23.py:10:1: E402 module level import not at top of file
tests/verify_agents_v23.py:11:1: E402 module level import not at top of file
tests/verify_agents_v23.py:12:1: E402 module level import not at top of file
tests/verify_agents_v23.py:14:1: E302 expected 2 blank lines, found 1
tests/verify_agents_v23.py:32:5: F841 local variable 'red_team' is assigned to but never used
tests/verify_apex_engine.py:4:1: F401 'unittest.mock.MagicMock' imported but unused
tests/verify_apex_engine.py:9:1: E402 module level import not at top of file
tests/verify_apex_engine.py:10:1: E402 module level import not at top of file
tests/verify_apex_engine.py:12:1: E302 expected 2 blank lines, found 1
tests/verify_apex_engine.py:30:1: E305 expected 2 blank lines after class or function definition, found 1
tests/verify_deep_dive.py:12:1: E402 module level import not at top of file
tests/verify_deep_dive.py:13:1: E402 module level import not at top of file
tests/verify_deep_dive.py:15:1: E302 expected 2 blank lines, found 1
tests/verify_deep_dive.py:37:121: E501 line too long (138 > 120 characters)
tests/verify_fo_superapp.py:9:1: E302 expected 2 blank lines, found 1
tests/verify_fo_superapp.py:97:1: E305 expected 2 blank lines after class or function definition, found 1
tests/verify_news_bot_async.py:1:1: F401 'asyncio' imported but unused
tests/verify_news_bot_async.py:10:1: E402 module level import not at top of file
tests/verify_news_bot_async.py:12:1: E302 expected 2 blank lines, found 1
tests/verify_news_bot_async.py:21:14: E111 indentation is not a multiple of 4
tests/verify_news_bot_async.py:21:14: E117 over-indented
tests/verify_news_bot_async.py:22:1: W293 blank line contains whitespace
tests/verify_news_bot_async.py:27:121: E501 line too long (126 > 120 characters)
tests/verify_news_bot_async.py:32:1: W293 blank line contains whitespace
tests/verify_news_bot_async.py:36:1: W293 blank line contains whitespace
tests/verify_news_bot_async.py:42:1: W293 blank line contains whitespace
tests/verify_news_bot_async.py:48:1: E305 expected 2 blank lines after class or function definition, found 1
tests/verify_snc_graph.py:5:1: F401 'json' imported but unused
tests/verify_snc_graph.py:7:1: E302 expected 2 blank lines, found 1
tests/verify_snc_graph.py:42:1: E305 expected 2 blank lines after class or function definition, found 1
tests/verify_tier2_conformance.py:3:1: F401 'unittest.mock.AsyncMock' imported but unused
tests/verify_tier2_conformance.py:4:1: F401 'json' imported but unused
tests/verify_tier2_conformance.py:6:1: F401 'core.schemas.credit_conformance.CreditConformanceReport' imported but unused
tests/verify_tier2_conformance.py:8:1: E302 expected 2 blank lines, found 1
tests/verify_tier2_conformance.py:28:121: E501 line too long (145 > 120 characters)
tests/verify_tier2_conformance.py:94:1: E305 expected 2 blank lines after class or function definition, found 1
tests/verify_v21_config.py:8:1: E402 module level import not at top of file
tests/verify_v21_config.py:10:1: E302 expected 2 blank lines, found 1
tests/verify_v21_config.py:17:1: W293 blank line contains whitespace
tests/verify_v21_config.py:22:1: W293 blank line contains whitespace
tests/verify_v21_config.py:25:121: E501 line too long (128 > 120 characters)
tests/verify_v21_config.py:26:1: W293 blank line contains whitespace
tests/verify_v21_config.py:30:121: E501 line too long (122 > 120 characters)
tests/verify_v21_config.py:31:1: W293 blank line contains whitespace
tests/verify_v21_config.py:33:121: E501 line too long (140 > 120 characters)
tests/verify_v21_config.py:34:1: W293 blank line contains whitespace
tests/verify_v21_config.py:37:1: W293 blank line contains whitespace
tests/verify_v21_config.py:41:1: E305 expected 2 blank lines after class or function definition, found 1
tests/verify_v23_full.py:4:1: F401 'json' imported but unused
tests/verify_v23_full.py:10:1: E402 module level import not at top of file
tests/verify_v23_full.py:11:1: E402 module level import not at top of file
tests/verify_v23_full.py:12:1: E402 module level import not at top of file
tests/verify_v23_full.py:13:1: E402 module level import not at top of file
tests/verify_v23_full.py:18:1: E302 expected 2 blank lines, found 1
tests/verify_v23_full.py:21:1: W293 blank line contains whitespace
tests/verify_v23_full.py:24:1: W293 blank line contains whitespace
tests/verify_v23_full.py:37:1: W293 blank line contains whitespace
tests/verify_v23_full.py:57:1: E302 expected 2 blank lines, found 1
tests/verify_v23_full.py:60:1: W293 blank line contains whitespace
tests/verify_v23_full.py:63:1: W293 blank line contains whitespace
tests/verify_v23_full.py:70:1: W293 blank line contains whitespace
tests/verify_v23_full.py:74:1: W293 blank line contains whitespace
tests/verify_v23_full.py:78:1: E302 expected 2 blank lines, found 1
tests/verify_v23_full.py:103:1: E302 expected 2 blank lines, found 1
tests/verify_v23_graph.py:8:1: E402 module level import not at top of file
tests/verify_v23_graph.py:9:1: E402 module level import not at top of file
tests/verify_v23_graph.py:11:1: E302 expected 2 blank lines, found 1
tests/verify_v23_graph.py:20:1: E302 expected 2 blank lines, found 1
tests/verify_v23_graph.py:23:1: W293 blank line contains whitespace
tests/verify_v23_graph.py:27:1: W293 blank line contains whitespace
tests/verify_v23_graph.py:29:1: W293 blank line contains whitespace
tests/verify_v23_graph.py:34:1: W293 blank line contains whitespace
tests/verify_v23_graph.py:39:1: W293 blank line contains whitespace
tests/verify_v23_graph.py:43:1: W293 blank line contains whitespace
tests/verify_v23_graph.py:49:1: E305 expected 2 blank lines after class or function definition, found 1
tests/verify_v23_orchestration.py:9:1: E402 module level import not at top of file
tests/verify_v23_orchestration.py:10:1: E402 module level import not at top of file
tests/verify_v23_orchestration.py:11:1: F401 'core.engine.states.init_risk_state' imported but unused
tests/verify_v23_orchestration.py:11:1: E402 module level import not at top of file
tests/verify_v23_orchestration.py:16:1: E302 expected 2 blank lines, found 1
tests/verify_v23_orchestration.py:19:1: W293 blank line contains whitespace
tests/verify_v23_orchestration.py:21:35: E261 at least two spaces before inline comment
tests/verify_v23_orchestration.py:22:29: E261 at least two spaces before inline comment
tests/verify_v23_orchestration.py:23:41: E261 at least two spaces before inline comment
tests/verify_v23_orchestration.py:25:1: W293 blank line contains whitespace
tests/verify_v23_orchestration.py:30:1: W293 blank line contains whitespace
tests/verify_v23_orchestration.py:37:1: E302 expected 2 blank lines, found 1
tests/verify_v23_orchestration.py:40:1: E305 expected 2 blank lines after class or function definition, found 1
tests/verify_v23_updates.py:11:1: E302 expected 2 blank lines, found 1
tests/verify_v23_updates.py:16:43: E261 at least two spaces before inline comment
tests/verify_v23_updates.py:24:1: E302 expected 2 blank lines, found 1
tests/verify_v23_updates.py:49:1: E302 expected 2 blank lines, found 1
tests/verify_v23_updates.py:65:1: E302 expected 2 blank lines, found 1
tests/verify_v23_updates.py:75:1: E305 expected 2 blank lines after class or function definition, found 1
Running lint: /home/jules/.pyenv/versions/3.12.12/bin/flake8 core services scripts tests ops
Lint check failed.
STDERR: <unknown>:47: SyntaxWarning: invalid escape sequence '\ '
<unknown>:48: SyntaxWarning: invalid escape sequence '\ '

==================== security FAILED ====================
STDOUT: Working... ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:07
Run started:2025-12-20 20:08:46.938260+00:00

Test results:
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/agents/event_driven_risk_agent.py:44:27
43	            try:
44	                response = requests.get(self.news_api_url, params=params)
45	                response.raise_for_status()  # Raise HTTPError for bad responses (4xx or 5xx)

--------------------------------------------------
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/agents/lexica_agent.py:47:19
46	        url = f"https://www.googleapis.com/customsearch/v1?key=YOUR_API_KEY&cx=YOUR_SEARCH_ENGINE_ID&q={query}"
47	        response = requests.get(url)
48	        if response.status_code == 200:

--------------------------------------------------
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/agents/lexica_agent.py:65:19
64	        url = f"https://newsapi.org/v2/everything?q={query}&apiKey=YOUR_API_KEY"
65	        response = requests.get(url)
66	        if response.status_code == 200:

--------------------------------------------------
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/agents/lexica_agent.py:83:19
82	        url = f"https://cloud.iexapis.com/stable/stock/{query}/quote?token=YOUR_API_KEY"
83	        response = requests.get(url)
84	        if response.status_code == 200:

--------------------------------------------------
>> Issue: [B615:huggingface_unsafe_download] Unsafe Hugging Face Hub download without revision pinning in from_pretrained()
   Severity: Medium   Confidence: High
   CWE: CWE-494 (https://cwe.mitre.org/data/definitions/494.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b615_huggingface_unsafe_download.html
   Location: core/agents/news_bot.py:84:41
83	                model_name_finbert = "ProsusAI/finbert"
84	                self.finbert_tokenizer = AutoTokenizer.from_pretrained(model_name_finbert)
85	                self.finbert_model = AutoModelForSequenceClassification.from_pretrained(model_name_finbert)

--------------------------------------------------
>> Issue: [B615:huggingface_unsafe_download] Unsafe Hugging Face Hub download without revision pinning in from_pretrained()
   Severity: Medium   Confidence: High
   CWE: CWE-494 (https://cwe.mitre.org/data/definitions/494.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b615_huggingface_unsafe_download.html
   Location: core/agents/news_bot.py:85:37
84	                self.finbert_tokenizer = AutoTokenizer.from_pretrained(model_name_finbert)
85	                self.finbert_model = AutoModelForSequenceClassification.from_pretrained(model_name_finbert)
86	                print(f"FinBERT model ({model_name_finbert}) loaded successfully.")

--------------------------------------------------
>> Issue: [B615:huggingface_unsafe_download] Unsafe Hugging Face Hub download without revision pinning in from_pretrained()
   Severity: Medium   Confidence: High
   CWE: CWE-494 (https://cwe.mitre.org/data/definitions/494.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b615_huggingface_unsafe_download.html
   Location: core/agents/news_bot.py:96:44
95	                model_name_summarizer = "sshleifer/distilbart-cnn-12-6" # Using a smaller model due to space constraints
96	                self.summarizer_tokenizer = AutoTokenizer.from_pretrained(model_name_summarizer)
97	                self.summarizer_model = AutoModelForSeq2SeqLM.from_pretrained(model_name_summarizer)

--------------------------------------------------
>> Issue: [B615:huggingface_unsafe_download] Unsafe Hugging Face Hub download without revision pinning in from_pretrained()
   Severity: Medium   Confidence: High
   CWE: CWE-494 (https://cwe.mitre.org/data/definitions/494.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b615_huggingface_unsafe_download.html
   Location: core/agents/news_bot.py:97:40
96	                self.summarizer_tokenizer = AutoTokenizer.from_pretrained(model_name_summarizer)
97	                self.summarizer_model = AutoModelForSeq2SeqLM.from_pretrained(model_name_summarizer)
98	                print(f"Summarization model ({model_name_summarizer}) loaded successfully.")

--------------------------------------------------
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/agents/sub_agents/financial_news_sub_agent.py:16:23
15	        try:
16	            response = requests.get(self.base_url, params=params)
17	            response.raise_for_status()  # Raise an exception for bad status codes

--------------------------------------------------
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/agents/supply_chain_risk_agent.py:35:19
34
35	        response = requests.get(self.base_url, params=params)
36	        if response.status_code == 200:

--------------------------------------------------
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/agents/supply_chain_risk_agent.py:49:23
48	        for url in self.web_scraping_urls:
49	            response = requests.get(url)
50	            if response.status_code == 200:

--------------------------------------------------
>> Issue: [B301:blacklist] Pickle and modules that wrap it can be unsafe when used to deserialize untrusted data, possible security issue.
   Severity: Medium   Confidence: High
   CWE: CWE-502 (https://cwe.mitre.org/data/definitions/502.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/blacklists/blacklist_calls.html#b301-pickle
   Location: core/analysis/technical_analysis.py:198:20
197	        with open(model_path, 'rb') as f:
198	            model = pickle.load(f)
199	        return model

--------------------------------------------------
>> Issue: [B201:flask_debug_true] A Flask app appears to be run with debug=True, which exposes the Werkzeug debugger and allows the execution of arbitrary code.
   Severity: High   Confidence: Medium
   CWE: CWE-94 (https://cwe.mitre.org/data/definitions/94.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b201_flask_debug_true.html
   Location: core/api.py:58:4
57	if __name__ == "__main__":
58	    app.run(debug=True)

--------------------------------------------------
>> Issue: [B104:hardcoded_bind_all_interfaces] Possible binding to all interfaces.
   Severity: Medium   Confidence: Medium
   CWE: CWE-605 (https://cwe.mitre.org/data/definitions/605.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b104_hardcoded_bind_all_interfaces.html
   Location: core/api/main.py:28:42
27	    import uvicorn
28	    uvicorn.run("core.api.main:app", host="0.0.0.0", port=8000, reload=False)
29

--------------------------------------------------
>> Issue: [B314:blacklist] Using xml.etree.ElementTree.parse to parse untrusted XML data is known to be vulnerable to XML attacks. Replace xml.etree.ElementTree.parse with its defusedxml equivalent function or make sure defusedxml.defuse_stdlib() is called
   Severity: Medium   Confidence: High
   CWE: CWE-20 (https://cwe.mitre.org/data/definitions/20.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/blacklists/blacklist_calls.html#b313-b320-xml-bad-elementtree
   Location: core/data_processing/ingestion/xbrl/parser.py:33:15
32	        """
33	        tree = ET.parse(file_path)
34	        root = tree.getroot()

--------------------------------------------------
>> Issue: [B324:hashlib] Use of weak MD5 hash for security. Consider usedforsecurity=False
   Severity: High   Confidence: High
   CWE: CWE-327 (https://cwe.mitre.org/data/definitions/327.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b324_hashlib.html
   Location: core/data_processing/universal_ingestor_v2.py:63:31
62	                raw_text = None
63	                current_hash = hashlib.md5(filepath.encode()).hexdigest()
64	            else:

--------------------------------------------------
>> Issue: [B324:hashlib] Use of weak MD5 hash for security. Consider usedforsecurity=False
   Severity: High   Confidence: High
   CWE: CWE-327 (https://cwe.mitre.org/data/definitions/327.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b324_hashlib.html
   Location: core/data_processing/utils.py:65:15
64	            content = content.encode('utf-8')
65	        return hashlib.md5(content).hexdigest()
66

--------------------------------------------------
>> Issue: [B324:hashlib] Use of weak MD5 hash for security. Consider usedforsecurity=False
   Severity: High   Confidence: High
   CWE: CWE-327 (https://cwe.mitre.org/data/definitions/327.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b324_hashlib.html
   Location: core/data_processing/utils.py:267:29
266	                metadata=meta,
267	                content_hash=hashlib.md5(filepath.encode()).hexdigest()
268	            )

--------------------------------------------------
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/data_sources/government_stats_api.py:25:27
24	                url = f"https://apps.bea.gov/api/data/?&UserID={bea_key}&method=GetData&datasetname=NIPA&TableName=T10101&frequency=A&year=ALL"
25	                response = requests.get(url)
26	                #... (process the response and extract GDP data)

--------------------------------------------------
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/data_sources/government_stats_api.py:30:27
29	                url = f"https://apps.bea.gov/api/data/?&UserID={bea_key}&method=GetData&datasetname=NIPA&TableName=T10101&frequency=Q&year=ALL"
30	                response = requests.get(url)
31	                #... (process the response and extract GDP data)

--------------------------------------------------
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/data_sources/government_stats_api.py:46:27
45	                url = f"https://api.bls.gov/publicAPI/v2/timeseries/data/?registrationkey={bls_key}&seriesid=CUUR0000SA0&startyear=2020&endyear=2025"
46	                response = requests.get(url)
47	                #... (process the response and extract CPI data)

--------------------------------------------------
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/data_sources/government_stats_api.py:66:27
65	                url = f"https://api.bls.gov/publicAPI/v2/timeseries/data/?registrationkey={bls_key}&seriesid=PCU333---333---&startyear=2020&endyear=2025"
66	                response = requests.get(url)
67	                #... (process the response and extract PPI data)

--------------------------------------------------
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/data_sources/market_data_api.py:26:31
25	                    url = f"https://cloud.iexapis.com/stable/stock/{symbol}/chart/1m?token={iex_key}"
26	                    response = requests.get(url)
27	                    if response.status_code == 200:

--------------------------------------------------
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/data_sources/market_data_api.py:36:31
35	                    url = f"https://cloud.iexapis.com/stable/stock/{symbol}/intraday-prices?token={iex_key}"
36	                    response = requests.get(url)
37	                    if response.status_code == 200:

--------------------------------------------------
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/data_sources/market_data_api.py:53:31
52	                    url = f"https://www.alphavantage.co/query?function=TIME_SERIES_DAILY&symbol={symbol}&apikey={alpha_vantage_key}"
53	                    response = requests.get(url)
54	                    if response.status_code == 200:

--------------------------------------------------
>> Issue: [B113:request_without_timeout] Call to requests without timeout
   Severity: Medium   Confidence: Low
   CWE: CWE-400 (https://cwe.mitre.org/data/definitions/400.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b113_request_without_timeout.html
   Location: core/data_sources/market_data_api.py:68:31
67	                    url = f"https://www.alphavantage.co/query?function=TIME_SERIES_INTRADAY&symbol={symbol}&interval=5min&apikey={alpha_vantage_key}"
68	                    response = requests.get(url)
69	                    if response.status_code == 200:

--------------------------------------------------
>> Issue: [B615:huggingface_unsafe_download] Unsafe Hugging Face Hub download without revision pinning in from_pretrained()
   Severity: Medium   Confidence: High
   CWE: CWE-494 (https://cwe.mitre.org/data/definitions/494.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b615_huggingface_unsafe_download.html
   Location: core/llm_plugin.py:373:34
372	                from transformers import AutoTokenizer
373	                self._tokenizer = AutoTokenizer.from_pretrained(self.model_name)
374	            except ImportError:

--------------------------------------------------
>> Issue: [B615:huggingface_unsafe_download] Unsafe Hugging Face Hub download without revision pinning in from_pretrained()
   Severity: Medium   Confidence: High
   CWE: CWE-494 (https://cwe.mitre.org/data/definitions/494.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b615_huggingface_unsafe_download.html
   Location: core/llm_plugin.py:386:34
385	                try:
386	                    self._model = AutoModelForSeq2SeqLM.from_pretrained(self.model_name)
387	                except:

--------------------------------------------------
>> Issue: [B615:huggingface_unsafe_download] Unsafe Hugging Face Hub download without revision pinning in from_pretrained()
   Severity: Medium   Confidence: High
   CWE: CWE-494 (https://cwe.mitre.org/data/definitions/494.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b615_huggingface_unsafe_download.html
   Location: core/llm_plugin.py:388:34
387	                except:
388	                    self._model = AutoModelForCausalLM.from_pretrained(self.model_name)
389	            except ImportError:

--------------------------------------------------
>> Issue: [B608:hardcoded_sql_expressions] Possible SQL injection vector through string-based query construction.
   Severity: Medium   Confidence: Low
   CWE: CWE-89 (https://cwe.mitre.org/data/definitions/89.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b608_hardcoded_sql_expressions.html
   Location: core/mcp/registry.py:149:18
148	        # Note: lakehouse.execute returns JSON string
149	        query = f"SELECT * FROM financials WHERE ticker = '{ticker}' AND year >= {start_year}"
150	        return self.lakehouse.execute(query)

--------------------------------------------------
>> Issue: [B608:hardcoded_sql_expressions] Possible SQL injection vector through string-based query construction.
   Severity: Medium   Confidence: Low
   CWE: CWE-89 (https://cwe.mitre.org/data/definitions/89.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b608_hardcoded_sql_expressions.html
   Location: core/memory/engine.py:88:16
87
88	        sql = f"SELECT content, category, tags, timestamp FROM memories WHERE {' OR '.join(conditions)} ORDER BY timestamp DESC LIMIT ?"
89	        params.append(limit)

--------------------------------------------------
>> Issue: [B701:jinja2_autoescape_false] By default, jinja2 sets autoescape to False. Consider using autoescape=True or use the select_autoescape function to mitigate XSS vulnerabilities.
   Severity: High   Confidence: High
   CWE: CWE-94 (https://cwe.mitre.org/data/definitions/94.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b701_jinja2_autoescape_false.html
   Location: core/newsletter_layout/generator.py:20:19
19	    def __init__(self, template_dir: str = TEMPLATE_DIR):
20	        self.env = Environment(loader=FileSystemLoader(template_dir))
21	        self.snapshot_dir = "data/snapshots"

--------------------------------------------------
>> Issue: [B314:blacklist] Using xml.etree.ElementTree.parse to parse untrusted XML data is known to be vulnerable to XML attacks. Replace xml.etree.ElementTree.parse with its defusedxml equivalent function or make sure defusedxml.defuse_stdlib() is called
   Severity: Medium   Confidence: High
   CWE: CWE-20 (https://cwe.mitre.org/data/definitions/20.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/blacklists/blacklist_calls.html#b313-b320-xml-bad-elementtree
   Location: core/vertical_risk_agent/ingestion/sec_13f_handler.py:66:19
65	        try:
66	            tree = ET.parse(file_path)
67	            root = tree.getroot()

--------------------------------------------------
>> Issue: [B314:blacklist] Using xml.etree.ElementTree.parse to parse untrusted XML data is known to be vulnerable to XML attacks. Replace xml.etree.ElementTree.parse with its defusedxml equivalent function or make sure defusedxml.defuse_stdlib() is called
   Severity: Medium   Confidence: High
   CWE: CWE-20 (https://cwe.mitre.org/data/definitions/20.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/blacklists/blacklist_calls.html#b313-b320-xml-bad-elementtree
   Location: core/vertical_risk_agent/ingestion/xbrl_handler.py:50:19
49	        try:
50	            tree = ET.parse(file_path)
51	            root = tree.getroot()

--------------------------------------------------
>> Issue: [B201:flask_debug_true] A Flask app appears to be run with debug=True, which exposes the Werkzeug debugger and allows the execution of arbitrary code.
   Severity: High   Confidence: Medium
   CWE: CWE-94 (https://cwe.mitre.org/data/definitions/94.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b201_flask_debug_true.html
   Location: services/ui_backend.py:62:4
61	    # Host 0.0.0.0 is important for some environments
62	    app.run(host='0.0.0.0', port=5000, debug=True)

--------------------------------------------------
>> Issue: [B104:hardcoded_bind_all_interfaces] Possible binding to all interfaces.
   Severity: Medium   Confidence: Medium
   CWE: CWE-605 (https://cwe.mitre.org/data/definitions/605.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b104_hardcoded_bind_all_interfaces.html
   Location: services/ui_backend.py:62:17
61	    # Host 0.0.0.0 is important for some environments
62	    app.run(host='0.0.0.0', port=5000, debug=True)

--------------------------------------------------
>> Issue: [B201:flask_debug_true] A Flask app appears to be run with debug=True, which exposes the Werkzeug debugger and allows the execution of arbitrary code.
   Severity: High   Confidence: Medium
   CWE: CWE-94 (https://cwe.mitre.org/data/definitions/94.html)
   More Info: https://bandit.readthedocs.io/en/1.9.2/plugins/b201_flask_debug_true.html
   Location: services/webapp/api.py:661:4
660	        db.create_all()
661	    socketio.run(app, debug=True, port=5001)

--------------------------------------------------

Code scanned:
	Total lines of code: 36850
	Total lines skipped (#nosec): 0
	Total potential issues skipped due to specifically being disabled (e.g., #nosec BXXX): 0

Run metrics:
	Total issues (by severity):
		Undefined: 0
		Low: 133
		Medium: 30
		High: 7
	Total issues (by confidence):
		Undefined: 0
		Low: 17
		Medium: 7
		High: 146
Files skipped (0):
Running security check: /home/jules/.pyenv/versions/3.12.12/bin/bandit -r -ll -x tests,venv,env,.venv,node_modules core services scripts ops
Security check failed.
STDERR: [main]	INFO	profile include tests: None
[main]	INFO	profile exclude tests: None
[main]	INFO	cli include tests: None
[main]	INFO	cli exclude tests: None
[main]	INFO	running on Python 3.12.12

==================== types FAILED ====================
STDOUT: Found 340 errors in 123 files (checked 457 source files)
Running type check: /home/jules/.local/bin/mypy --ignore-missing-imports --follow-imports=skip --install-types --non-interactive core services scripts ops
Type check failed.
STDERR: scripts/generate_newsletter.py:1: error: Name "generate_newsletter" is not defined  [name-defined]
core/world_simulation/__init__.py:1: error: Name "__init__" is not defined  [name-defined]
core/v22_quantum_pipeline/quantum_source.py:50: error: Name "QuantumMarketGenerator" already defined on line 37  [no-redef]
core/newsletter_layout/assets/__init__.py:1: error: Name "__init__" is not defined  [name-defined]
core/llm/base_llm_engine.py:5: error: Incompatible default for argument "context" (default has type "None", argument has type "str")  [assignment]
core/llm/base_llm_engine.py:5: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/llm/base_llm_engine.py:5: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/libraries_and_archives/__init__.py:1: error: Name "__init__" is not defined  [name-defined]
core/engine/planner.py:32: error: Name "Any" is not defined  [name-defined]
core/engine/planner.py:32: note: Did you forget to import it from "typing"? (Suggestion: "from typing import Any")
core/engine/planner.py:37: error: Need type annotation for "graph_config"  [var-annotated]
core/analysis/fundamental_analysis.py:10: error: Name "tool" is not defined  [name-defined]
core/agents/data_visualization_agent.py:74: error: Need type annotation for "data"  [var-annotated]
core/agents/orchestrators/task.py:4: error: Incompatible default for argument "dependencies" (default has type "None", argument has type "list[str]")  [assignment]
core/agents/orchestrators/task.py:4: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/agents/orchestrators/task.py:4: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/agents/orchestrators/workflow.py:16: error: Need type annotation for "graph"  [var-annotated]
core/v23_graph_engine/data_pipeline/graph.py:38: error: Unsupported right operand type for in ("dict[Any, Any] | None")  [operator]
core/system/learning/trace_collector.py:29: error: Name "BaseModel" is not defined  [name-defined]
core/system/learning/trace_collector.py:66: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
core/engine/states.py:387: error: Incompatible default for argument "context" (default has type "None", argument has type "dict[Any, Any]")  [assignment]
core/engine/states.py:387: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/engine/states.py:387: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/engine/states.py:401: error: Missing keys ("legal_entity", "management_assessment", "competitive_positioning") for TypedDict "EntityEcosystem"  [typeddict-item]
core/engine/states.py:402: error: Missing keys ("fundamentals", "valuation_engine") for TypedDict "EquityAnalysis"  [typeddict-item]
core/engine/states.py:403: error: Missing keys ("snc_rating_model", "cds_market_implied_rating", "covenant_risk_analysis") for TypedDict "CreditAnalysis"  [typeddict-item]
core/engine/states.py:404: error: Missing keys ("monte_carlo_default_prob", "quantum_scenarios", "trading_dynamics") for TypedDict "SimulationEngine"  [typeddict-item]
core/engine/states.py:405: error: Missing keys ("m_and_a_posture", "final_verdict") for TypedDict "StrategicSynthesis"  [typeddict-item]
core/data_processing/universal_ingestor.py:111: error: Incompatible types in assignment (expression has type "int", target has type "str")  [assignment]
core/data_processing/universal_ingestor.py:112: error: Incompatible types in assignment (expression has type "int", target has type "str")  [assignment]
core/data_processing/universal_ingestor.py:123: error: Incompatible types in assignment (expression has type "bool", target has type "str")  [assignment]
core/data_processing/universal_ingestor.py:129: error: Incompatible types in assignment (expression has type "list[Any]", target has type "str")  [assignment]
core/data_processing/universal_ingestor.py:132: error: Incompatible types in assignment (expression has type "list[Any]", target has type "str")  [assignment]
core/data_processing/universal_ingestor.py:152: error: Incompatible default for argument "metadata" (default has type "None", argument has type "dict[str, Any]")  [assignment]
core/data_processing/universal_ingestor.py:152: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/data_processing/universal_ingestor.py:152: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/data_processing/universal_ingestor.py:153: error: Incompatible default for argument "conviction_score" (default has type "None", argument has type "float")  [assignment]
core/data_processing/universal_ingestor.py:153: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/data_processing/universal_ingestor.py:153: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/data_processing/universal_ingestor.py:165: error: Cannot determine type of "conviction_score"  [has-type]
core/data_processing/universal_ingestor.py:177: error: Cannot determine type of "conviction_score"  [has-type]
core/data_processing/universal_ingestor.py:187: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
core/data_access/lakehouse_connector.py:32: error: Signature of "execute" incompatible with supertype "core.tools.base_tool.BaseTool"  [override]
core/data_access/lakehouse_connector.py:32: note:      Superclass:
core/data_access/lakehouse_connector.py:32: note:          def execute(self, *args: Any, **kwargs: Any) -> Coroutine[Any, Any, Any]
core/data_access/lakehouse_connector.py:32: note:      Subclass:
core/data_access/lakehouse_connector.py:32: note:          def execute(self, sql_query: str) -> str
core/analysis/risk_assessment.py:68: error: Incompatible types in assignment (expression has type "float", target has type "dict[str, Any]")  [assignment]
core/analysis/risk_assessment.py:73: error: Incompatible types in assignment (expression has type "float", target has type "dict[str, Any]")  [assignment]
core/analysis/risk_assessment.py:78: error: Incompatible types in assignment (expression has type "str", target has type "dict[str, Any]")  [assignment]
core/analysis/risk_assessment.py:85: error: Incompatible types in assignment (expression has type "list[str]", target has type "dict[str, Any]")  [assignment]
core/analysis/risk_assessment.py:192: error: Unsupported operand types for < ("float" and "None")  [operator]
core/analysis/risk_assessment.py:192: note: Left operand is of type "Any | None"
core/advisory/robo_advisor_v2.py:43: error: Function "builtins.any" is not valid as a type  [valid-type]
core/advisory/robo_advisor_v2.py:43: note: Perhaps you meant "typing.Any" instead of "any"?
core/advisory/robo_advisor_v2.py:70: error: Function "builtins.any" is not valid as a type  [valid-type]
core/advisory/robo_advisor_v2.py:70: note: Perhaps you meant "typing.Any" instead of "any"?
core/advisory/robo_advisor_v2.py:124: error: Function "builtins.any" is not valid as a type  [valid-type]
core/advisory/robo_advisor_v2.py:124: note: Perhaps you meant "typing.Any" instead of "any"?
core/advisory/robo_advisor.py:41: error: Function "builtins.any" is not valid as a type  [valid-type]
core/advisory/robo_advisor.py:41: note: Perhaps you meant "typing.Any" instead of "any"?
core/advisory/robo_advisor.py:54: error: Incompatible types in assignment (expression has type "float", variable has type "int")  [assignment]
core/advisory/robo_advisor.py:94: error: Function "builtins.any" is not valid as a type  [valid-type]
core/advisory/robo_advisor.py:94: note: Perhaps you meant "typing.Any" instead of "any"?
scripts/generate_ui_manifest.py:15: error: Cannot assign to a type  [misc]
scripts/generate_ui_manifest.py:15: error: Incompatible types in assignment (expression has type "None", variable has type "type[UniversalIngestor]")  [assignment]
core/vertical_risk_agent/agents/supervisor.py:8: error: Name "StateGraph" already defined (possibly by an import)  [no-redef]
core/vertical_risk_agent/agents/supervisor.py:34: error: Name "MemorySaver" already defined (possibly by an import)  [no-redef]
core/tools/universal_ingestor_mcp.py:17: error: Signature of "execute" incompatible with supertype "core.tools.base_tool.BaseTool"  [override]
core/tools/universal_ingestor_mcp.py:17: note:      Superclass:
core/tools/universal_ingestor_mcp.py:17: note:          def execute(self, *args: Any, **kwargs: Any) -> Coroutine[Any, Any, Any]
core/tools/universal_ingestor_mcp.py:17: note:      Subclass:
core/tools/universal_ingestor_mcp.py:17: note:          def execute(self, query: str, filter: str = ...) -> str
core/memory/engine.py:14: error: Incompatible default for argument "db_path" (default has type "None", argument has type "str")  [assignment]
core/memory/engine.py:14: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/memory/engine.py:14: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/memory/engine.py:56: error: Incompatible default for argument "tags" (default has type "None", argument has type "list[str]")  [assignment]
core/memory/engine.py:56: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/memory/engine.py:56: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/memory/engine.py:89: error: Argument 1 to "append" of "list" has incompatible type "int"; expected "str"  [arg-type]
core/financial_suite/modules/vc/waterfall.py:29: error: Generator has incompatible item type "float | None"; expected "bool"  [misc]
core/financial_suite/modules/vc/waterfall.py:99: error: Generator has incompatible item type "float | None"; expected "bool"  [misc]
core/financial_suite/modules/vc/waterfall.py:103: error: Unsupported operand types for / ("None" and "int")  [operator]
core/financial_suite/modules/vc/waterfall.py:103: note: Left operand is of type "float | None"
core/financial_suite/engines/wacc.py:31: error: Incompatible default for argument "tax_rate_override" (default has type "None", argument has type "float")  [assignment]
core/financial_suite/engines/wacc.py:31: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/financial_suite/engines/wacc.py:31: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/financial_suite/engines/dcf.py:15: error: Need type annotation for "revenue" (hint: "revenue: list[<type>] = ...")  [var-annotated]
core/data_processing/ingestion/xbrl/parser.py:47: error: Argument 1 to "float" has incompatible type "str | None"; expected "str | Buffer | SupportsFloat | SupportsIndex"  [arg-type]
scripts/generate_omni_data.py:17: error: Cannot assign to a type  [misc]
scripts/generate_omni_data.py:17: error: Incompatible types in assignment (expression has type "None", variable has type "type[UniversalIngestor]")  [assignment]
scripts/extract_xai_reasoning.py:121: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
scripts/extract_xai_reasoning.py:122: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
scripts/extract_xai_reasoning.py:144: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
services/webapp/config.py:7: error: Need type annotation for "CORS_ALLOWED_ORIGINS" (hint: "CORS_ALLOWED_ORIGINS: list[<type>] = ...")  [var-annotated]
core/xai/iqnn_cs.py:23: error: Incompatible default for argument "feature_names" (default has type "None", argument has type "list[str]")  [assignment]
core/xai/iqnn_cs.py:23: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/xai/iqnn_cs.py:23: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/world_simulation/autonomous_world_sim.py:154: error: "object" has no attribute "__iter__"; maybe "__dir__" or "__str__"? (not iterable)  [attr-defined]
core/world_simulation/autonomous_world_sim.py:155: error: Name "plt" is not defined  [name-defined]
core/world_simulation/autonomous_world_sim.py:156: error: Name "plt" is not defined  [name-defined]
core/world_simulation/autonomous_world_sim.py:157: error: Name "plt" is not defined  [name-defined]
core/world_simulation/autonomous_world_sim.py:158: error: Name "plt" is not defined  [name-defined]
core/world_simulation/autonomous_world_sim.py:159: error: Name "plt" is not defined  [name-defined]
core/world_simulation/autonomous_world_sim.py:160: error: Name "plt" is not defined  [name-defined]
core/vertical_risk_agent/ingestion/xbrl_handler.py:89: error: Incompatible types in assignment (expression has type "float", target has type "int")  [assignment]
core/v30_architecture/python_intelligence/mcp/server.py:16: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
core/v30_architecture/python_intelligence/mcp/server.py:17: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
core/v30_architecture/python_intelligence/mcp/server.py:70: error: Incompatible default for argument "price" (default has type "None", argument has type "float")  [assignment]
core/v30_architecture/python_intelligence/mcp/server.py:70: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/v30_architecture/python_intelligence/mcp/server.py:70: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/v22_quantum_pipeline/qmc_engine.py:77: error: Dict entry 4 has incompatible type "str": "str"; expected "str": "float"  [dict-item]
core/tools/web_search_tool.py:34: error: Incompatible default for argument "query" (default has type "None", argument has type "str")  [assignment]
core/tools/web_search_tool.py:34: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/tools/web_search_tool.py:34: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/tools/web_search_tool.py:34: error: Incompatible default for argument "url" (default has type "None", argument has type "str")  [assignment]
core/system/message_broker.py:13: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
core/system/memory_manager.py:43: error: Incompatible default for argument "metrics" (default has type "None", argument has type "dict[str, Any]")  [assignment]
core/system/memory_manager.py:43: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/system/memory_manager.py:43: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/system/memory_manager.py:96: error: Need type annotation for "history_cache" (hint: "history_cache: list[<type>] = ...")  [var-annotated]
core/system/memory_manager.py:119: error: Incompatible default for argument "metrics" (default has type "None", argument has type "dict[str, Any]")  [assignment]
core/system/memory_manager.py:119: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/system/memory_manager.py:119: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/system/knowledge_base.py:58: error: "str" has no attribute "decode"; maybe "encode"?  [attr-defined]
core/system/knowledge_base.py:70: error: Function "builtins.any" is not valid as a type  [valid-type]
core/system/knowledge_base.py:70: note: Perhaps you meant "typing.Any" instead of "any"?
core/system/v23_graph_engine/adaptive_system_poc.py:47: error: Value of type "PlanOnGraph | None" is not indexable  [index]
core/system/v23_graph_engine/adaptive_system_poc.py:50: error: Value of type "dict[str, Any] | None" is not indexable  [index]
core/system/v23_graph_engine/adaptive_system_poc.py:51: error: Value of type "dict[str, Any] | None" is not indexable  [index]
core/system/v23_graph_engine/adaptive_system_poc.py:67: error: Value of type "PlanOnGraph | None" is not indexable  [index]
core/system/v23_graph_engine/adaptive_system_poc.py:71: error: Value of type "dict[str, Any] | None" is not indexable  [index]
core/system/v23_graph_engine/adaptive_system_poc.py:71: error: Unsupported target for indexed assignment ("dict[str, Any] | None")  [index]
core/system/v23_graph_engine/adaptive_system_poc.py:76: error: Value of type "PlanOnGraph | None" is not indexable  [index]
core/system/v23_graph_engine/adaptive_system_poc.py:116: error: Value of type "dict[str, Any] | None" is not indexable  [index]
core/risk_engine/engine.py:119: error: Dict entry 2 has incompatible type "str": "str"; expected "str": "float"  [dict-item]
core/risk_engine/engine.py:143: error: Dict entry 2 has incompatible type "str": "str"; expected "str": "float"  [dict-item]
core/pricing_engine/engine.py:11: error: Incompatible default for argument "config" (default has type "None", argument has type "dict[str, Any]")  [assignment]
core/pricing_engine/engine.py:11: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/pricing_engine/engine.py:11: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/pricing_engine/engine.py:49: error: Dict entry 0 has incompatible type "str": "str"; expected "str": "float"  [dict-item]
core/pricing_engine/engine.py:50: error: Dict entry 1 has incompatible type "str": "str"; expected "str": "float"  [dict-item]
core/pricing_engine/engine.py:54: error: Dict entry 5 has incompatible type "str": "str"; expected "str": "float"  [dict-item]
core/memory/provo_graph.py:51: error: Incompatible default for argument "inputs" (default has type "None", argument has type "list[str]")  [assignment]
core/memory/provo_graph.py:51: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/memory/provo_graph.py:51: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/memory/provo_graph.py:79: error: Incompatible default for argument "generated_by" (default has type "None", argument has type "str")  [assignment]
core/memory/provo_graph.py:79: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/memory/provo_graph.py:79: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/market_data/service.py:35: error: Need type annotation for "cache"  [var-annotated]
core/llm/engines/openai_llm_engine.py:32: error: Incompatible default for argument "context" (default has type "None", argument has type "str")  [assignment]
core/llm/engines/openai_llm_engine.py:32: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/llm/engines/openai_llm_engine.py:32: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/llm/engines/dummy_llm_engine.py:14: error: Incompatible default for argument "context" (default has type "None", argument has type "str")  [assignment]
core/llm/engines/dummy_llm_engine.py:14: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/llm/engines/dummy_llm_engine.py:14: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/financial_data/lakehouse.py:103: error: Incompatible default for argument "region" (default has type "None", argument has type "str")  [assignment]
core/financial_data/lakehouse.py:103: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/financial_data/lakehouse.py:103: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/engine/valuation_utils.py:6: error: Incompatible default for argument "scenario" (default has type "None", argument has type "dict[str, Any]")  [assignment]
core/engine/valuation_utils.py:6: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/engine/valuation_utils.py:6: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/engine/strategy_utils.py:20: error: Incompatible return value type (got "Literal['Target']", expected "Literal['Buyer', 'Seller', 'Neutral']")  [return-value]
core/engine/snc_graph.py:112: error: Unsupported left operand type for + ("None")  [operator]
core/engine/snc_graph.py:112: note: Left operand is of type "str | None"
core/engine/regulatory_compliance_graph.py:119: error: Unsupported left operand type for + ("None")  [operator]
core/engine/regulatory_compliance_graph.py:119: note: Left operand is of type "str | None"
core/engine/reflector_graph.py:25: error: Incompatible return value type (got "tuple[list[str], float]", expected "dict[str, Any]")  [return-value]
core/engine/reflector_graph.py:36: error: Unsupported operand types for > ("str" and "float")  [operator]
core/engine/esg_graph.py:125: error: Unsupported left operand type for + ("None")  [operator]
core/engine/esg_graph.py:125: note: Left operand is of type "str | None"
core/data_processing/utils.py:117: error: Dict entry 0 has incompatible type "str": "int"; expected "str": "str"  [dict-item]
core/data_processing/utils.py:118: error: Dict entry 1 has incompatible type "str": "int"; expected "str": "str"  [dict-item]
core/data_processing/utils.py:120: error: Dict entry 2 has incompatible type "str": "list[Any]"; expected "str": "str"  [dict-item]
core/data_processing/utils.py:121: error: Dict entry 3 has incompatible type "str": "list[Any]"; expected "str": "str"  [dict-item]
core/data_processing/utils.py:124: error: Incompatible types in assignment (expression has type "list[Any]", target has type "str")  [assignment]
core/data_processing/utils.py:237: error: Incompatible default for argument "raw_text" (default has type "None", argument has type "str")  [assignment]
core/data_processing/utils.py:237: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/data_processing/utils.py:237: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/agents/financial_modeling_agent.py:20: error: Incompatible default for argument "config" (default has type "None", argument has type "dict[str, Any]")  [assignment]
core/agents/financial_modeling_agent.py:20: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/agents/financial_modeling_agent.py:20: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/agents/financial_modeling_agent.py:217: error: Incompatible types in assignment (expression has type "str", variable has type "None")  [assignment]
core/agents/financial_modeling_agent.py:221: error: "FinancialModelingAgent" has no attribute "calculate_dcf"; maybe "calculate_npv"?  [attr-defined]
core/agents/financial_modeling_agent.py:226: error: Incompatible return value type (got "tuple[None, dict[str, Any], dict[str, Any]]", expected "tuple[float, dict[str, Any], dict[str, Any]]")  [return-value]
core/agents/financial_modeling_agent.py:413: error: "FinancialModelingAgent" has no attribute "calculate_wacc"  [attr-defined]
core/agents/discussion_chair_agent.py:176: error: Name "DiscussionChairAgent" already defined on line 5  [no-redef]
core/agents/discussion_chair_agent.py:326: error: Name "DiscussionChairAgent" already defined on line 5  [no-redef]
core/llm_plugin.py:358: error: Incompatible default for argument "api_key" (default has type "None", argument has type "str")  [assignment]
core/llm_plugin.py:358: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/llm_plugin.py:358: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/llm_plugin.py:662: error: Argument "api_key" to "HuggingFaceLLM" has incompatible type "str | None"; expected "str"  [arg-type]
core/llm_plugin.py:669: error: "object" not callable  [operator]
core/v23_graph_engine/odyssey_knowledge_graph.py:112: error: "object" has no attribute "append"  [attr-defined]
core/v23_graph_engine/odyssey_knowledge_graph.py:113: error: "object" has no attribute "append"  [attr-defined]
core/system/memory_consolidator.py:49: error: Need type annotation for "node_types" (hint: "node_types: dict[<type>, <type>] = ...")  [var-annotated]
core/financial_suite/context_manager.py:9: error: Incompatible default for argument "context_path" (default has type "None", argument has type "str")  [assignment]
core/financial_suite/context_manager.py:9: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/financial_suite/context_manager.py:9: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/financial_suite/context_manager.py:9: error: Incompatible default for argument "context_obj" (default has type "None", argument has type "WorkstreamContext")  [assignment]
core/financial_suite/context_manager.py:19: error: Need type annotation for "results" (hint: "results: dict[<type>, <type>] = ...")  [var-annotated]
core/data_processing/sequential_pipeline.py:63: error: Cannot call function of unknown type  [operator]
core/data_processing/sequential_pipeline.py:133: error: Item "None" of "dict[str, Any] | None" has no attribute "get"  [union-attr]
core/data_processing/sequential_pipeline.py:134: error: Item "None" of "dict[str, Any] | None" has no attribute "get"  [union-attr]
core/data_processing/sequential_pipeline.py:135: error: Item "None" of "dict[str, Any] | None" has no attribute "get"  [union-attr]
core/data_processing/sequential_pipeline.py:136: error: Item "None" of "dict[str, Any] | None" has no attribute "get"  [union-attr]
core/data_processing/sequential_pipeline.py:137: error: Item "None" of "dict[str, Any] | None" has no attribute "get"  [union-attr]
core/agents/anomaly_detection_agent.py:330: error: Missing return statement  [empty-body]
core/agents/anomaly_detection_agent.py:489: error: Need type annotation for "config" (hint: "config: dict[<type>, <type>] = ...")  [var-annotated]
core/world_simulation/llm_driven_sim.py:71: error: "BaseLLMEngine" has no attribute "generate"  [attr-defined]
core/world_simulation/llm_driven_sim.py:93: error: Incompatible return value type (got "list[dict[str, Any]]", expected "dict[str, Any]")  [return-value]
core/utils/token_utils.py:73: error: Name "yaml" is not defined  [name-defined]
core/utils/token_utils.py:80: error: Argument 2 to "check_token_limit" has incompatible type "dict[str, Any] | None"; expected "dict[Any, Any]"  [arg-type]
core/utils/token_utils.py:86: error: Argument 2 to "check_token_limit" has incompatible type "dict[str, Any] | None"; expected "dict[Any, Any]"  [arg-type]
core/utils/token_utils.py:91: error: Argument 2 to "check_token_limit" has incompatible type "dict[str, Any] | None"; expected "dict[Any, Any]"  [arg-type]
core/utils/token_utils.py:96: error: Name "os" is not defined  [name-defined]
core/prompting/plugins/financial_truth_plugin.py:27: error: Item "None" of "Any | None" has no attribute "render"  [union-attr]
core/prompting/plugins/crisis_simulation_plugin.py:30: error: Item "None" of "Any | None" has no attribute "render"  [union-attr]
core/newsletter_layout/generator.py:78: error: Need type annotation for "news_by_ticker" (hint: "news_by_ticker: dict[<type>, <type>] = ...")  [var-annotated]
core/newsletter_layout/generator.py:94: error: Incompatible default for argument "output_path" (default has type "None", argument has type "str")  [assignment]
core/newsletter_layout/generator.py:94: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/newsletter_layout/generator.py:94: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/institutional_radar/reporting.py:11: error: Incompatible default for argument "llm_plugin" (default has type "None", argument has type "LLMPlugin")  [assignment]
core/institutional_radar/reporting.py:11: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/institutional_radar/reporting.py:11: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/financial_suite/interface/dependency_graph.py:19: error: Function "builtins.any" is not valid as a type  [valid-type]
core/financial_suite/interface/dependency_graph.py:19: note: Perhaps you meant "typing.Any" instead of "any"?
core/agents/event_driven_risk_agent.py:18: error: Need type annotation for "event_data" (hint: "event_data: dict[<type>, <type>] = ...")  [var-annotated]
core/agents/event_driven_risk_agent.py:44: error: Argument "params" to "get" has incompatible type "dict[str, object]"; expected "SupportsItems[str | bytes | int | float, str | bytes | int | float | Iterable[str | bytes | int | float] | None] | tuple[str | bytes | int | float, str | bytes | int | float | Iterable[str | bytes | int | float] | None] | Iterable[tuple[str | bytes | int | float, str | bytes | int | float | Iterable[str | bytes | int | float] | None]] | str | bytes | None"  [arg-type]
core/system/monitoring.py:2: error: Module "core.utils.data_utils" has no attribute "send_alert"  [attr-defined]
core/agents/prompt_tuner.py:283: error: Missing positional arguments "orchestrator", "knowledge_base" in call to "PromptTuner"  [call-arg]
core/agents/prompt_tuner.py:297: error: "PromptTuner" has no attribute "enhance_prompt"  [attr-defined]
core/data_processing/universal_ingestor_v2.py:33: error: Need type annotation for "current_state" (hint: "current_state: dict[<type>, <type>] = ...")  [var-annotated]
core/vertical_risk_agent/generative_risk.py:138: error: Incompatible default for argument "model_path" (default has type "None", argument has type "str")  [assignment]
core/vertical_risk_agent/generative_risk.py:138: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/vertical_risk_agent/generative_risk.py:138: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/vertical_risk_agent/generative_risk.py:190: error: Incompatible default for argument "model_path" (default has type "None", argument has type "str")  [assignment]
core/vertical_risk_agent/generative_risk.py:190: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/vertical_risk_agent/generative_risk.py:190: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/vertical_risk_agent/generative_risk.py:369: error: Incompatible default for argument "model_path" (default has type "None", argument has type "str")  [assignment]
core/vertical_risk_agent/generative_risk.py:369: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/vertical_risk_agent/generative_risk.py:369: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/vertical_risk_agent/generative_risk.py:436: error: Incompatible default for argument "model_path" (default has type "None", argument has type "str")  [assignment]
core/vertical_risk_agent/generative_risk.py:436: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/vertical_risk_agent/generative_risk.py:436: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:18: error: Incompatible types in assignment (expression has type "MockMCPServer", variable has type "MCPServer")  [assignment]
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:60: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:61: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:145: error: Argument 2 to "hasattr" has incompatible type "Any | None"; expected "str"  [arg-type]
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:146: error: Argument 2 to "getattr" has incompatible type "Any | None"; expected "str"  [arg-type]
core/v30_architecture/python_intelligence/orchestrator/v30_orchestrator.py:250: error: Dict entry 1 has incompatible type "str": "dict[str, Any]"; expected "str": "str"  [dict-item]
core/trading/hft/hft_engine_v2.py:271: error: Need type annotation for "market_queue"  [var-annotated]
core/trading/hft/hft_engine.py:128: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
core/trading/hft/hft_engine.py:129: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
core/trading/hft/hft_engine.py:154: error: Need type annotation for "market_queue"  [var-annotated]
core/system/temporal_engine.py:52: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
core/agents/agent_base.py:17: error: All conditional function variants must have identical signatures  [misc]
core/agents/agent_base.py:17: note: Original:
core/agents/agent_base.py:17: note:     def jsonLogic(tests: Any, data: Any = ...) -> Any
core/agents/agent_base.py:17: note: Redefinition:
core/agents/agent_base.py:17: note:     def jsonLogic(rules: Any, data: Any) -> Any
core/agents/agent_base.py:145: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
scripts/rag_agent_example.py:9: error: Module "core.agents.agent_base" has no attribute "Agent"  [attr-defined]
core/trading/hft/avellaneda_stoikov_engine.py:54: error: Need type annotation for "market_queue"  [var-annotated]
core/trading/hft/avellaneda_stoikov_engine.py:71: error: Need type annotation for "price_history" (hint: "price_history: list[<type>] = ...")  [var-annotated]
core/engine/deep_dive_graph.py:221: error: Value of "simulation_engine" has incompatible type "dict[str, Collection[Collection[str]]]"; expected "SimulationEngine"  [typeddict-item]
core/agents/risk_assessment_agent.py:111: error: Argument 1 to "assess_investment_risk" of "RiskAssessmentAgent" has incompatible type "Any | None"; expected "str"  [arg-type]
core/agents/risk_assessment_agent.py:133: error: Incompatible types in assignment (expression has type "str", target has type "float")  [assignment]
core/agents/risk_assessment_agent.py:134: error: Incompatible types in assignment (expression has type "list[str]", target has type "float")  [assignment]
core/agents/risk_assessment_agent.py:137: error: Incompatible types in assignment (expression has type "str", target has type "float")  [assignment]
core/engine/cyclical_reasoning_graph.py:28: error: Cannot assign to a type  [misc]
core/engine/cyclical_reasoning_graph.py:28: error: Incompatible types in assignment (expression has type "None", variable has type "type[GenerativeRiskEngine]")  [assignment]
core/engine/cyclical_reasoning_graph.py:37: error: Cannot assign to a type  [misc]
core/engine/cyclical_reasoning_graph.py:37: error: Incompatible types in assignment (expression has type "None", variable has type "type[RiskAssessmentAgent]")  [assignment]
core/engine/cyclical_reasoning_graph.py:127: error: Function "RiskAssessmentAgent" could always be true in boolean context  [truthy-function]
core/engine/cyclical_reasoning_graph.py:130: error: Incompatible types in assignment (expression has type "None", variable has type "RiskAssessmentAgent")  [assignment]
core/engine/cyclical_reasoning_graph.py:134: error: Function "GenerativeRiskEngine" could always be true in boolean context  [truthy-function]
core/engine/cyclical_reasoning_graph.py:137: error: Incompatible types in assignment (expression has type "None", variable has type "GenerativeRiskEngine")  [assignment]
core/engine/cyclical_reasoning_graph.py:229: error: Unsupported right operand type for in ("str | None")  [operator]
core/engine/cyclical_reasoning_graph.py:252: error: Item "None" of "str | None" has no attribute "lower"  [union-attr]
core/engine/cyclical_reasoning_graph.py:291: error: Unsupported left operand type for + ("None")  [operator]
core/engine/cyclical_reasoning_graph.py:291: note: Left operand is of type "str | None"
core/agents/regulatory_compliance_agent.py:380: error: Need type annotation for "violation_counts" (hint: "violation_counts: dict[<type>, <type>] = ...")  [var-annotated]
core/agents/regulatory_compliance_agent.py:457: error: Incompatible default for argument "transactions" (default has type "None", argument has type "list[dict[Any, Any]]")  [assignment]
core/agents/regulatory_compliance_agent.py:457: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/agents/regulatory_compliance_agent.py:457: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/agents/reflector_agent.py:26: error: Incompatible default for argument "context" (default has type "None", argument has type "dict[str, Any]")  [assignment]
core/agents/reflector_agent.py:26: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/agents/reflector_agent.py:26: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/agents/red_team_agent.py:22: error: Property "name" defined in "AgentBase" is read-only  [misc]
core/agents/rag_agent.py:42: error: Need type annotation for "tools" (hint: "tools: dict[<type>, <type>] = ...")  [var-annotated]
core/agents/rag_agent.py:43: error: Incompatible types in assignment (expression has type "str", variable has type "HNASPState")  [assignment]
core/agents/rag_agent.py:81: error: Incompatible types in assignment (expression has type "str", variable has type "HNASPState")  [assignment]
core/agents/rag_agent.py:105: error: Incompatible types in assignment (expression has type "str", variable has type "HNASPState")  [assignment]
core/agents/rag_agent.py:122: error: Name "Document" already defined (possibly by an import)  [no-redef]
core/agents/rag_agent.py:128: error: All conditional function variants must have identical signatures  [misc]
core/agents/rag_agent.py:128: note: Original:
core/agents/rag_agent.py:128: note:     def chunk_text(text: str, chunk_size: int, chunk_overlap: int = ...) -> list[str]
core/agents/rag_agent.py:128: note: Redefinition:
core/agents/rag_agent.py:128: note:     def chunk_text(text: Any, chunk_size: Any, chunk_overlap: Any) -> Any
core/agents/rag_agent.py:139: error: Incompatible types in assignment (expression has type "str", variable has type "HNASPState")  [assignment]
core/agents/rag_agent.py:146: error: Incompatible types in assignment (expression has type "str", variable has type "HNASPState")  [assignment]
core/agents/rag_agent.py:165: error: Incompatible types in assignment (expression has type "str", variable has type "HNASPState")  [assignment]
core/agents/rag_agent.py:218: error: Missing return statement  [return]
core/agents/query_understanding_agent.py:105: error: "LLMPlugin" has no attribute "get_completion"  [attr-defined]
core/agents/query_understanding_agent.py:121: error: Signature of "run_semantic_kernel_skill" incompatible with supertype "core.agents.agent_base.AgentBase"  [override]
core/agents/query_understanding_agent.py:121: note:      Superclass:
core/agents/query_understanding_agent.py:121: note:          def run_semantic_kernel_skill(self, skill_collection_name: str, skill_name: str, input_vars: dict[str, str]) -> Coroutine[Any, Any, str]
core/agents/query_understanding_agent.py:121: note:      Subclass:
core/agents/query_understanding_agent.py:121: note:          def run_semantic_kernel_skill(self, skill_name: str, input_vars: dict[str, str]) -> Coroutine[Any, Any, str]
core/agents/portfolio_optimization_agent.py:48: error: Need type annotation for "history"  [var-annotated]
core/agents/news_bot.py:78: error: Need type annotation for "seen_alert_urls" (hint: "seen_alert_urls: set[<type>] = ...")  [var-annotated]
core/agents/news_bot.py:639: error: Need type annotation for "conflicting_sentiments" (hint: "conflicting_sentiments: dict[<type>, <type>] = ...")  [var-annotated]
core/agents/news_bot.py:1003: error: Value of type "Any | None" is not indexable  [index]
core/agents/meta_19_agent.py:48: error: "object" has no attribute "extend"  [attr-defined]
core/agents/meta_19_agent.py:49: error: Unsupported operand types for - ("object" and "float")  [operator]
core/agents/meta_19_agent.py:54: error: "object" has no attribute "extend"  [attr-defined]
core/agents/meta_19_agent.py:55: error: Unsupported operand types for - ("object" and "float")  [operator]
core/agents/meta_19_agent.py:58: error: No overload variant of "max" matches argument types "float", "object"  [call-overload]
core/agents/meta_19_agent.py:58: note: Possible overload variants:
core/agents/meta_19_agent.py:58: note:     def [SupportsRichComparisonT: SupportsDunderLT[Any] | SupportsDunderGT[Any]] max(SupportsRichComparisonT, SupportsRichComparisonT, /, *_args: SupportsRichComparisonT, key: None = ...) -> SupportsRichComparisonT
core/agents/meta_19_agent.py:58: note:     def [_T] max(_T, _T, /, *_args: _T, key: Callable[[_T], SupportsDunderLT[Any] | SupportsDunderGT[Any]]) -> _T
core/agents/meta_19_agent.py:58: note:     def [SupportsRichComparisonT: SupportsDunderLT[Any] | SupportsDunderGT[Any]] max(Iterable[SupportsRichComparisonT], /, *, key: None = ...) -> SupportsRichComparisonT
core/agents/meta_19_agent.py:58: note:     def [_T] max(Iterable[_T], /, *, key: Callable[[_T], SupportsDunderLT[Any] | SupportsDunderGT[Any]]) -> _T
core/agents/meta_19_agent.py:58: note:     def [SupportsRichComparisonT: SupportsDunderLT[Any] | SupportsDunderGT[Any], _T] max(Iterable[SupportsRichComparisonT], /, *, key: None = ..., default: _T) -> SupportsRichComparisonT | _T
core/agents/meta_19_agent.py:58: note:     def [_T1, _T2] max(Iterable[_T1], /, *, key: Callable[[_T1], SupportsDunderLT[Any] | SupportsDunderGT[Any]], default: _T2) -> _T1 | _T2
core/agents/fundamental_analyst_agent.py:155: error: Too many arguments for "send_message" of "FundamentalAnalystAgent"  [call-arg]
core/agents/fundamental_analyst_agent.py:155: error: Argument 1 to "send_message" of "FundamentalAnalystAgent" has incompatible type "str"; expected "dict[str, Any]"  [arg-type]
core/agents/fundamental_analyst_agent.py:256: error: Incompatible return value type (got "dict[str, Any | None]", expected "dict[str, float]")  [return-value]
core/agents/fundamental_analyst_agent.py:555: error: Missing return statement  [empty-body]
core/agents/fundamental_analyst_agent.py:555: note: If the method is meant to be abstract, use @abc.abstractmethod
core/agents/fundamental_analyst_agent.py:563: error: Signature of "send_message" incompatible with supertype "core.agents.agent_base.AgentBase"  [override]
core/agents/fundamental_analyst_agent.py:563: note:      Superclass:
core/agents/fundamental_analyst_agent.py:563: note:          def send_message(self, target_agent: str, message: dict[str, Any], timeout: float = ...) -> Coroutine[Any, Any, dict[str, Any] | None]
core/agents/fundamental_analyst_agent.py:563: note:      Subclass:
core/agents/fundamental_analyst_agent.py:563: note:          def send_message(self, message: dict[str, Any]) -> Any
core/agents/data_retrieval_agent.py:37: error: Incompatible types in assignment (expression has type "None", variable has type "KnowledgeBase")  [assignment]
core/agents/data_retrieval_agent.py:318: error: Incompatible return value type (got "dict[str, Any] | list[Any] | None", expected "dict[str, Any] | None")  [return-value]
core/agents/cyclical_reasoning_agent.py:64: error: Incompatible return value type (got "None", expected "dict[str, Any]")  [return-value]
core/agents/code_alchemist.py:192: error: "LLMPlugin" has no attribute "get_completion"  [attr-defined]
core/agents/code_alchemist.py:252: error: "LLMPlugin" has no attribute "get_completion"  [attr-defined]
core/agents/code_alchemist.py:262: error: "LLMPlugin" has no attribute "get_completion"  [attr-defined]
core/agents/code_alchemist.py:272: error: "LLMPlugin" has no attribute "get_completion"  [attr-defined]
core/agents/code_alchemist.py:305: error: "LLMPlugin" has no attribute "get_completion"  [attr-defined]
core/agents/behavioral_economics_agent.py:40: error: Incompatible types in assignment (expression has type "list[dict[str, str]]", target has type "Sequence[str]")  [assignment]
core/agents/behavioral_economics_agent.py:44: error: Incompatible types in assignment (expression has type "list[dict[str, str]]", target has type "Sequence[str]")  [assignment]
core/agents/agent_forge.py:65: error: Argument 1 to "create_agent" of "AgentForge" has incompatible type "dict[str, Any] | None"; expected "str"  [arg-type]
core/agents/agent_forge.py:66: error: Argument 2 to "create_agent" of "AgentForge" has incompatible type "dict[str, Any] | None"; expected "str"  [arg-type]
core/agents/agent_forge.py:67: error: Argument 3 to "create_agent" of "AgentForge" has incompatible type "dict[str, Any] | None"; expected "str"  [arg-type]
core/agents/agent_forge.py:68: error: Argument 4 to "create_agent" of "AgentForge" has incompatible type "dict[str, Any] | None"; expected "list[dict[str, Any]]"  [arg-type]
core/agents/agent_forge.py:69: error: Argument 5 to "create_agent" of "AgentForge" has incompatible type "dict[str, Any] | None"; expected "list[str]"  [arg-type]
core/agents/agent_forge.py:70: error: Argument 6 to "create_agent" of "AgentForge" has incompatible type "dict[str, Any] | None"; expected "list[str]"  [arg-type]
core/agents/agent_forge.py:73: error: Incompatible return value type (got "list[str]", expected "str | None")  [return-value]
core/agents/agent_forge.py:75: error: Argument 1 to "get_template" of "AgentForge" has incompatible type "dict[str, Any] | None"; expected "str"  [arg-type]
core/agents/agent_forge.py:184: error: Name "json" is not defined  [name-defined]
core/agents/agent_forge.py:185: error: Name "json" is not defined  [name-defined]
core/agents/agent_forge.py:259: error: Argument 1 to "load_config" has incompatible type "Path"; expected "str"  [arg-type]
core/agents/agent_forge.py:270: error: Argument 1 to "save_config" has incompatible type "Path"; expected "dict[str, Any]"  [arg-type]
core/agents/agent_forge.py:270: error: Argument 2 to "save_config" has incompatible type "dict[str, Any]"; expected "str"  [arg-type]
core/agents/agent_forge.py:281: error: Argument 1 to "load_config" has incompatible type "Path"; expected "str"  [arg-type]
core/agents/agent_forge.py:295: error: Argument 1 to "save_config" has incompatible type "Path"; expected "dict[str, Any]"  [arg-type]
core/agents/agent_forge.py:295: error: Argument 2 to "save_config" has incompatible type "dict[str, Any]"; expected "str"  [arg-type]
core/agents/agent_forge.py:297: error: Signature of "run_semantic_kernel_skill" incompatible with supertype "core.agents.agent_base.AgentBase"  [override]
core/agents/agent_forge.py:297: note:      Superclass:
core/agents/agent_forge.py:297: note:          def run_semantic_kernel_skill(self, skill_collection_name: str, skill_name: str, input_vars: dict[str, str]) -> Coroutine[Any, Any, str]
core/agents/agent_forge.py:297: note:      Subclass:
core/agents/agent_forge.py:297: note:          def run_semantic_kernel_skill(self, skill_name: str, input_vars: dict[str, str]) -> Coroutine[Any, Any, str]
core/agents/templates/v23_template_agent.py:8: error: Module "core.utils.agent_utils" has no attribute "parse_json_garbage"  [attr-defined]
core/agents/templates/v23_template_agent.py:32: error: Argument 1 to "__init__" of "AsyncAgentBase" has incompatible type "str"; expected "dict[str, Any]"  [arg-type]
core/agents/templates/v23_template_agent.py:49: error: "TemplateAgent" has no attribute "agent_id"  [attr-defined]
core/agents/templates/v23_template_agent.py:49: error: "AsyncTask" has no attribute "task_id"  [attr-defined]
core/agents/templates/v23_template_agent.py:54: error: "AsyncTask" has no attribute "input_data"  [attr-defined]
core/agents/templates/v23_template_agent.py:58: error: "AsyncTask" has no attribute "input_data"  [attr-defined]
core/agents/templates/v23_template_agent.py:61: error: "TemplateAgent" has no attribute "llm_engine"  [attr-defined]
core/agents/templates/v23_template_agent.py:78: error: "TemplateAgent" has no attribute "agent_id"  [attr-defined]
core/agents/templates/v23_template_agent.py:87: error: "TemplateAgent" has no attribute "agent_id"  [attr-defined]
core/agents/templates/v23_template_agent.py:90: error: "TemplateAgent" has no attribute "agent_id"  [attr-defined]
core/agents/templates/v23_template_agent.py:105: error: "TemplateAgent" has no attribute "system_prompt"  [attr-defined]
core/agents/specialized/quantum_scenario_agent.py:96: error: Module "core.schemas.v23_5_schema" has no attribute "MacroEvent"  [attr-defined]
core/agents/specialized/quantum_scenario_agent.py:99: error: "GenerativeRiskEngine" has no attribute "generate_stress_scenario"; maybe "generate_scenarios"?  [attr-defined]
core/agents/specialized/institutional_trend_agent.py:24: error: Incompatible default for argument "config" (default has type "None", argument has type "dict[str, Any]")  [assignment]
core/agents/specialized/institutional_trend_agent.py:24: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/agents/specialized/institutional_trend_agent.py:24: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/agents/specialized/institutional_trend_agent.py:118: error: "Sequence[str]" has no attribute "append"  [attr-defined]
core/agents/specialized/institutional_radar_agent.py:18: error: Incompatible default for argument "constitution" (default has type "None", argument has type "dict[str, Any]")  [assignment]
core/agents/specialized/institutional_radar_agent.py:18: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/agents/specialized/institutional_radar_agent.py:18: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/agents/specialized/institutional_radar_agent.py:25: error: Incompatible default for argument "year" (default has type "None", argument has type "int")  [assignment]
core/agents/specialized/institutional_radar_agent.py:25: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/agents/specialized/institutional_radar_agent.py:25: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/agents/specialized/institutional_radar_agent.py:25: error: Incompatible default for argument "quarter" (default has type "None", argument has type "int")  [assignment]
core/agents/specialized/institutional_radar_agent.py:25: error: Incompatible default for argument "ciks" (default has type "None", argument has type "list[str]")  [assignment]
core/agents/orchestrators/odyssey_hub_agent.py:59: error: Argument 1 to "_semantic_grounding" of "OdysseyHubAgent" has incompatible type "Any | None"; expected "str"  [arg-type]
core/agents/orchestrators/odyssey_hub_agent.py:63: error: Argument 1 to "_delegate_to_spokes" of "OdysseyHubAgent" has incompatible type "Any | None"; expected "str"  [arg-type]
core/agents/orchestrators/odyssey_hub_agent.py:66: error: Argument 1 to "_synthesize_verdict" of "OdysseyHubAgent" has incompatible type "Any | None"; expected "str"  [arg-type]
core/agents/orchestrators/odyssey_hub_agent.py:126: error: Value of type "Collection[str]" is not indexable  [index]
core/agents/orchestrators/meta_orchestrator.py:24: error: Incompatible default for argument "initial_state" (default has type "None", argument has type "dict[str, Any]")  [assignment]
core/agents/orchestrators/meta_orchestrator.py:24: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/agents/orchestrators/meta_orchestrator.py:24: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/agents/orchestrators/creditsentry_orchestrator.py:114: error: Need type annotation for "results" (hint: "results: dict[<type>, <type>] = ...")  [var-annotated]
core/agents/meta_agents/crisis_simulation_agent.py:44: error: Incompatible types in assignment (expression has type "None", variable has type "CrisisSimulationPlugin")  [assignment]
core/agents/meta_agents/crisis_simulation_agent.py:47: error: Incompatible types in assignment (expression has type "None", variable has type "CrisisSimulationPlugin")  [assignment]
core/agents/developer_swarm/test_agent.py:18: error: Property "name" defined in "AgentBase" is read-only  [misc]
core/agents/developer_swarm/test_agent.py:31: error: Item "None" of "str | None" has no attribute "replace"  [union-attr]
core/agents/developer_swarm/test_agent.py:55: error: Item "None" of "str | None" has no attribute "replace"  [union-attr]
core/agents/developer_swarm/reviewer_agent.py:18: error: Property "name" defined in "AgentBase" is read-only  [misc]
core/agents/developer_swarm/planner_agent.py:20: error: Property "name" defined in "AgentBase" is read-only  [misc]
core/agents/developer_swarm/integration_agent.py:18: error: Property "name" defined in "AgentBase" is read-only  [misc]
core/agents/developer_swarm/documentation_agent.py:18: error: Property "name" defined in "AgentBase" is read-only  [misc]
core/agents/developer_swarm/documentation_agent.py:31: error: Item "None" of "str | None" has no attribute "replace"  [union-attr]
core/agents/developer_swarm/coder_agent.py:18: error: Property "name" defined in "AgentBase" is read-only  [misc]
core/agents/developer_swarm/coder_agent.py:71: error: Dict entry 0 has incompatible type "str": "Any | None"; expected "str": "str"  [dict-item]
core/v23_graph_engine/deep_dive_graph.py:65: error: Incompatible return value type (got "OmniscientNodes", expected "dict[str, Any]")  [return-value]
core/system/nexus_zero_orchestrator.py:33: error: Incompatible default for argument "data_payload" (default has type "None", argument has type "dict[str, Any]")  [assignment]
core/system/nexus_zero_orchestrator.py:33: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/system/nexus_zero_orchestrator.py:33: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/system/agent_orchestrator.py:104: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
core/system/agent_orchestrator.py:127: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
core/system/agent_orchestrator.py:130: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs  [annotation-unchecked]
core/system/agent_orchestrator.py:368: error: Item "None" of "Any | None" has no attribute "run_async"  [union-attr]
core/system/agent_orchestrator.py:369: error: Item "None" of "Any | None" has no attribute "skills"  [union-attr]
core/system/agent_orchestrator.py:542: error: Incompatible return value type (got "Any | None", expected "dict[str, Any]")  [return-value]
core/system/agent_orchestrator.py:549: error: "AgentOrchestrator" has no attribute "create_agent"; maybe "get_agent"?  [attr-defined]
core/system/agent_orchestrator.py:553: error: "AgentOrchestrator" has no attribute "register_agent"; maybe "register_agent_skills"?  [attr-defined]
core/engine/neuro_symbolic_planner.py:198: error: Need type annotation for "adj_list"  [var-annotated]
core/engine/neuro_symbolic_planner.py:284: error: Incompatible types in assignment (expression has type "object", variable has type "str")  [assignment]
core/engine/neuro_symbolic_planner.py:340: error: Item "None" of "PlanOnGraph | None" has no attribute "get"  [union-attr]
core/engine/agent_adapters.py:20: error: Cannot assign to a type  [misc]
core/engine/agent_adapters.py:20: error: Incompatible types in assignment (expression has type "None", variable has type "type[RiskAssessmentAgent]")  [assignment]
core/engine/agent_adapters.py:67: error: Function "LegacyRAA" could always be true in boolean context  [truthy-function]
core/system/interaction_loop.py:47: error: Missing positional argument "config" in call to "check_token_limit"  [call-arg]
core/simulations/__init__.py:1: error: Module "core.simulations.Credit_Rating_Assessment_Simulation" has no attribute "Credit_Rating_Assessment_Simulation"; maybe "CreditRatingAssessmentSimulation"?  [attr-defined]
core/simulations/__init__.py:2: error: Module "core.simulations.Fraud_Detection_Simulation" has no attribute "Fraud_Detection_Simulation"; maybe "FraudDetectionSimulation"?  [attr-defined]
core/simulations/__init__.py:3: error: Module "core.simulations.Investment_Committee_Simulation" has no attribute "Investment_Committee_Simulation"; maybe "InvestmentCommitteeSimulation"?  [attr-defined]
core/simulations/__init__.py:4: error: Module "core.simulations.Merger_Acquisition_Simulation" has no attribute "Merger_Acquisition_Simulation"; maybe "MergerAcquisitionSimulation"?  [attr-defined]
core/simulations/__init__.py:5: error: Module "core.simulations.Portfolio_Optimization_Simulation" has no attribute "Portfolio_Optimization_Simulation"; maybe "PortfolioOptimizationSimulation"?  [attr-defined]
core/simulations/__init__.py:6: error: Module "core.simulations.Regulatory_Compliance_Simulation" has no attribute "Regulatory_Compliance_Simulation"; maybe "RegulatoryComplianceSimulation"?  [attr-defined]
core/simulations/__init__.py:7: error: Module "core.simulations.Stress_Testing_Simulation" has no attribute "Stress_Testing_Simulation"; maybe "StressTestingSimulation"?  [attr-defined]
core/engine/meta_orchestrator.py:51: error: Incompatible default for argument "legacy_orchestrator" (default has type "None", argument has type "AgentOrchestrator")  [assignment]
core/engine/meta_orchestrator.py:51: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/engine/meta_orchestrator.py:51: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/engine/meta_orchestrator.py:57: error: Incompatible types in assignment (expression has type "None", variable has type "AgentOrchestrator")  [assignment]
core/engine/meta_orchestrator.py:63: error: Incompatible default for argument "context" (default has type "None", argument has type "dict[str, Any]")  [assignment]
core/engine/meta_orchestrator.py:63: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/engine/meta_orchestrator.py:63: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/engine/meta_orchestrator.py:157: error: Incompatible default for argument "context" (default has type "None", argument has type "dict[str, Any]")  [assignment]
core/engine/meta_orchestrator.py:157: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/engine/meta_orchestrator.py:157: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/engine/meta_orchestrator.py:209: error: Incompatible default for argument "context" (default has type "None", argument has type "dict[str, Any]")  [assignment]
core/engine/meta_orchestrator.py:209: note: PEP 484 prohibits implicit Optional. Accordingly, mypy has changed its default to no_implicit_optional=True
core/engine/meta_orchestrator.py:209: note: Use https://github.com/hauntsaninja/no_implicit_optional to automatically upgrade your codebase
core/engine/meta_orchestrator.py:322: error: Need type annotation for "multiples" (hint: "multiples: dict[<type>, <type>] = ...")  [var-annotated]
core/engine/meta_orchestrator.py:324: error: Too many arguments for "execute" of "PeerComparisonAgent"  [call-arg]
core/engine/meta_orchestrator.py:359: error: Missing positional arguments "capital_structure", "enterprise_value" in call to "execute" of "SNCRatingAgent"  [call-arg]
core/engine/meta_orchestrator.py:359: error: Argument 1 to "execute" of "SNCRatingAgent" has incompatible type "dict[str, list[dict[str, object]] | Any | float]"; expected "dict[str, float]"  [arg-type]
core/engine/meta_orchestrator.py:377: error: Too many arguments for "execute" of "MonteCarloRiskAgent"  [call-arg]
core/engine/meta_orchestrator.py:380: error: Too many arguments for "execute" of "QuantumScenarioAgent"  [call-arg]
core/engine/meta_orchestrator.py:388: error: Too many arguments for "execute" of "PortfolioManagerAgent"  [call-arg]
core/engine/meta_orchestrator.py:647: error: Incompatible types in assignment (expression has type "float", variable has type "int")  [assignment]
services/webapp/api.py:79: error: Name "db.Model" is not defined  [name-defined]
services/webapp/api.py:94: error: Name "db.Model" is not defined  [name-defined]
services/webapp/api.py:104: error: Name "db.Model" is not defined  [name-defined]
services/webapp/api.py:114: error: Name "db.Model" is not defined  [name-defined]
services/webapp/api.py:126: error: Name "db.Model" is not defined  [name-defined]
core/vertical_risk_agent/tools/agent_tools.py:16: error: Cannot assign to a type  [misc]
core/vertical_risk_agent/tools/agent_tools.py:16: error: Incompatible types in assignment (expression has type "None", variable has type "type[GenerativeRiskEngine]")  [assignment]
core/vertical_risk_agent/tools/agent_tools.py:17: error: Cannot assign to a type  [misc]
core/vertical_risk_agent/tools/agent_tools.py:17: error: Incompatible types in assignment (expression has type "None", variable has type "type[QuantumMonteCarloEngine]")  [assignment]
core/vertical_risk_agent/tools/agent_tools.py:22: error: Cannot assign to a type  [misc]
core/vertical_risk_agent/tools/agent_tools.py:22: error: Incompatible types in assignment (expression has type "None", variable has type "type[MetaOrchestrator]")  [assignment]
core/vertical_risk_agent/tools/agent_tools.py:43: error: Function "MetaOrchestrator" could always be true in boolean context  [truthy-function]
core/vertical_risk_agent/tools/agent_tools.py:93: error: Function "QuantumMonteCarloEngine" could always be true in boolean context  [truthy-function]
core/vertical_risk_agent/tools/agent_tools.py:108: error: Function "GenerativeRiskEngine" could always be true in boolean context  [truthy-function]
core/vertical_risk_agent/tools/mcp_server/server.py:5: error: Name "FastMCP" already defined (possibly by an import)  [no-redef]
core/vertical_risk_agent/tools/mcp_server/server.py:28: error: Cannot assign to a type  [misc]
core/vertical_risk_agent/tools/mcp_server/server.py:28: error: Incompatible types in assignment (expression has type "None", variable has type "type[GenerativeRiskEngine]")  [assignment]
core/vertical_risk_agent/tools/mcp_server/server.py:29: error: Cannot assign to a type  [misc]
core/vertical_risk_agent/tools/mcp_server/server.py:29: error: Incompatible types in assignment (expression has type "None", variable has type "type[QuantumMonteCarloEngine]")  [assignment]
core/vertical_risk_agent/tools/mcp_server/server.py:35: error: Cannot assign to a type  [misc]
core/vertical_risk_agent/tools/mcp_server/server.py:35: error: Incompatible types in assignment (expression has type "None", variable has type "type[MetaOrchestrator]")  [assignment]
core/vertical_risk_agent/tools/mcp_server/server.py:42: error: Function "MetaOrchestrator" could always be true in boolean context  [truthy-function]
core/vertical_risk_agent/tools/mcp_server/server.py:200: error: Function "QuantumMonteCarloEngine" could always be true in boolean context  [truthy-function]
core/vertical_risk_agent/tools/mcp_server/server.py:212: error: Function "GenerativeRiskEngine" could always be true in boolean context  [truthy-function]
core/api/server.py:19: error: Cannot assign to a type  [misc]
core/api/server.py:19: error: Incompatible types in assignment (expression has type "None", variable has type "type[MetaOrchestrator]")  [assignment]
core/api/server.py:20: error: Cannot assign to a type  [misc]
core/api/server.py:20: error: Incompatible types in assignment (expression has type "None", variable has type "type[AgentOrchestrator]")  [assignment]
core/vertical_risk_agent/tools/mcp_server/server2.py:5: error: Name "FastMCP" already defined (possibly by an import)  [no-redef]
core/api/routers/agents.py:15: error: Argument "context" to "route_request" of "MetaOrchestrator" has incompatible type "dict[str, Any] | None"; expected "dict[str, Any]"  [arg-type]

==================== tests FAILED ====================
STDOUT: ...F.......FFFFFFF...FF....FFFFFFFFFFFFFFFF.EE...F.FFF.F.FFF.....F...... [ 40%]
..FF.........F......FFFF....F.FFFFFFF..FFFFFFF......FF...............FFF [ 80%]
FFF.FFFF.FF.FF..FFFFF.FFFFF...FF.F                                       [100%]
==================================== ERRORS ====================================
____________________ ERROR at setup of test_cors_restricted ____________________

    @pytest.fixture
    def client():
        app.config['TESTING'] = True
>       with app.test_client() as client:
             ^^^^^^^^^^^^^^^^^

tests/test_cors_security.py:13:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <Flask 'core.api.server'>, use_cookies = True, kwargs = {}, cls = None

    def test_client(self, use_cookies: bool = True, **kwargs: t.Any) -> FlaskClient:
        """Creates a test client for this application.  For information
        about unit testing head over to :doc:`/testing`.

        Note that if you are testing for assertions or exceptions in your
        application code, you must set ``app.testing = True`` in order for the
        exceptions to propagate to the test client.  Otherwise, the exception
        will be handled by the application (not visible to the test client) and
        the only indication of an AssertionError or other exception will be a
        500 status code response to the test client.  See the :attr:`testing`
        attribute.  For example::

            app.testing = True
            client = app.test_client()

        The test client can be used in a ``with`` block to defer the closing down
        of the context until the end of the ``with`` block.  This is useful if
        you want to access the context locals for testing::

            with app.test_client() as c:
                rv = c.get('/?vodka=42')
                assert request.args['vodka'] == '42'

        Additionally, you may pass optional keyword arguments that will then
        be passed to the application's :attr:`test_client_class` constructor.
        For example::

            from flask.testing import FlaskClient

            class CustomClient(FlaskClient):
                def __init__(self, *args, **kwargs):
                    self._authentication = kwargs.pop("authentication")
                    super(CustomClient,self).__init__( *args, **kwargs)

            app.test_client_class = CustomClient
            client = app.test_client(authentication='Basic ....')

        See :class:`~flask.testing.FlaskClient` for more information.

        .. versionchanged:: 0.4
           added support for ``with`` block usage for the client.

        .. versionadded:: 0.7
           The `use_cookies` parameter was added as well as the ability
           to override the client to be used by setting the
           :attr:`test_client_class` attribute.

        .. versionchanged:: 0.11
           Added `**kwargs` to support passing additional keyword arguments to
           the constructor of :attr:`test_client_class`.
        """
        cls = self.test_client_class
        if cls is None:
>           from .testing import FlaskClient as cls
E           ModuleNotFoundError: No module named 'flask.testing'; 'flask' is not a package

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/flask/app.py:722: ModuleNotFoundError
_____________________ ERROR at setup of test_cors_allowed ______________________

    @pytest.fixture
    def client():
        app.config['TESTING'] = True
>       with app.test_client() as client:
             ^^^^^^^^^^^^^^^^^

tests/test_cors_security.py:13:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <Flask 'core.api.server'>, use_cookies = True, kwargs = {}, cls = None

    def test_client(self, use_cookies: bool = True, **kwargs: t.Any) -> FlaskClient:
        """Creates a test client for this application.  For information
        about unit testing head over to :doc:`/testing`.

        Note that if you are testing for assertions or exceptions in your
        application code, you must set ``app.testing = True`` in order for the
        exceptions to propagate to the test client.  Otherwise, the exception
        will be handled by the application (not visible to the test client) and
        the only indication of an AssertionError or other exception will be a
        500 status code response to the test client.  See the :attr:`testing`
        attribute.  For example::

            app.testing = True
            client = app.test_client()

        The test client can be used in a ``with`` block to defer the closing down
        of the context until the end of the ``with`` block.  This is useful if
        you want to access the context locals for testing::

            with app.test_client() as c:
                rv = c.get('/?vodka=42')
                assert request.args['vodka'] == '42'

        Additionally, you may pass optional keyword arguments that will then
        be passed to the application's :attr:`test_client_class` constructor.
        For example::

            from flask.testing import FlaskClient

            class CustomClient(FlaskClient):
                def __init__(self, *args, **kwargs):
                    self._authentication = kwargs.pop("authentication")
                    super(CustomClient,self).__init__( *args, **kwargs)

            app.test_client_class = CustomClient
            client = app.test_client(authentication='Basic ....')

        See :class:`~flask.testing.FlaskClient` for more information.

        .. versionchanged:: 0.4
           added support for ``with`` block usage for the client.

        .. versionadded:: 0.7
           The `use_cookies` parameter was added as well as the ability
           to override the client to be used by setting the
           :attr:`test_client_class` attribute.

        .. versionchanged:: 0.11
           Added `**kwargs` to support passing additional keyword arguments to
           the constructor of :attr:`test_client_class`.
        """
        cls = self.test_client_class
        if cls is None:
>           from .testing import FlaskClient as cls
E           ModuleNotFoundError: No module named 'flask.testing'; 'flask' is not a package

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/flask/app.py:722: ModuleNotFoundError
=================================== FAILURES ===================================
______________________ TestAgentBase.test_init_attributes ______________________

self = <test_agent_base.TestAgentBase testMethod=test_init_attributes>

    def test_init_attributes(self):
        config = {"name": "TestAgent", "description": "Test Description"}
>       agent = MockAgent(config=config)
                ^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_agent_base.py:17:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <test_agent_base.MockAgent object at 0x7ff452166600>
config = {'description': 'Test Description', 'name': 'TestAgent'}

    def __init__(self, config):
        super().__init__(config)
>       self.name = config.get("name")
        ^^^^^^^^^
E       AttributeError: property 'name' of 'MockAgent' object has no setter

tests/test_agent_base.py:9: AttributeError
_______________ TestMarketSentimentAgent.test_analyze_sentiment ________________

self = <test_agents.TestMarketSentimentAgent testMethod=test_analyze_sentiment>

    async def test_analyze_sentiment(self):
        """Test analyzing market sentiment."""
        self.agent.news_api.get_headlines.return_value = (["Headline"], 0.5)
        self.agent.prediction_market_api.get_market_sentiment.return_value = 0.5
        self.agent.social_media_api.get_social_media_sentiment.return_value = 0.5
        self.agent.web_traffic_api.get_web_traffic_sentiment.return_value = 0.5

>       sentiment, details = await self.agent.analyze_sentiment()
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
E       TypeError: object MagicMock can't be used in 'await' expression

tests/test_agents.py:41: TypeError
______ TestMarketSentimentAgent.test_analyze_sentiment_with_negative_news ______

self = <test_agents.TestMarketSentimentAgent testMethod=test_analyze_sentiment_with_negative_news>

    async def test_analyze_sentiment_with_negative_news(self):
        """Test analyzing market sentiment with negative news."""
        self.agent.news_api.get_headlines.return_value = (["Negative"], -1.0)
        self.agent.prediction_market_api.get_market_sentiment.return_value = 0.0
        self.agent.social_media_api.get_social_media_sentiment.return_value = 0.0
        self.agent.web_traffic_api.get_web_traffic_sentiment.return_value = 0.0

>       sentiment, details = await self.agent.analyze_sentiment()
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
E       TypeError: object MagicMock can't be used in 'await' expression

tests/test_agents.py:62: TypeError
______ TestMarketSentimentAgent.test_analyze_sentiment_with_positive_news ______

self = <test_agents.TestMarketSentimentAgent testMethod=test_analyze_sentiment_with_positive_news>

    async def test_analyze_sentiment_with_positive_news(self):
        """Test analyzing market sentiment with positive news."""
        self.agent.news_api.get_headlines.return_value = (["Positive"], 1.0)
        self.agent.prediction_market_api.get_market_sentiment.return_value = 0.0
        self.agent.social_media_api.get_social_media_sentiment.return_value = 0.0
        self.agent.web_traffic_api.get_web_traffic_sentiment.return_value = 0.0

>       sentiment, details = await self.agent.analyze_sentiment()
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
E       TypeError: object MagicMock can't be used in 'await' expression

tests/test_agents.py:51: TypeError
________ TestMacroeconomicAnalysisAgent.test_analyze_macroeconomic_data ________

self = <test_agents.TestMacroeconomicAnalysisAgent testMethod=test_analyze_macroeconomic_data>
mock_send_message = <MagicMock name='send_message' id='140687324269120'>

    @patch('core.agents.macroeconomic_analysis_agent.send_message')
    def test_analyze_macroeconomic_data(self, mock_send_message):
        """Test analyzing macroeconomic data."""
        # Mock the data source's responses
        self.agent.data_sources['government_stats_api'].get_gdp.return_value = None # Completed assignment
        self.agent.data_sources['government_stats_api'].get_inflation.return_value = None # Completed assignment

        insights = self.agent.analyze_macroeconomic_data()
>       self.assertIsInstance(insights, dict)  # Check if insights is a dictionary
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
E       AssertionError: <MagicMock name='mock.MacroeconomicAnalysisAgent().analyze_macroeconomic_data()' id='140687324164608'> is not an instance of <class 'dict'>

tests/test_agents.py:83: AssertionError
_ TestMacroeconomicAnalysisAgent.test_analyze_macroeconomic_data_with_high_gdp_growth _

self = <test_agents.TestMacroeconomicAnalysisAgent testMethod=test_analyze_macroeconomic_data_with_high_gdp_growth>
mock_send_message = <MagicMock name='send_message' id='140687322419408'>

    @patch('core.agents.macroeconomic_analysis_agent.send_message')
    def test_analyze_macroeconomic_data_with_high_gdp_growth(self, mock_send_message):
        """Test analyzing macroeconomic data with high GDP growth."""
        # Mock the data source's responses with high GDP growth
        self.agent.data_sources['government_stats_api'].get_gdp.return_value = {'value': 2.5}
        self.agent.data_sources['government_stats_api'].get_inflation.return_value = {'value': 3.1}

        insights = self.agent.analyze_macroeconomic_data()
>       self.assertEqual(insights['GDP_growth_trend'], 'positive')  # Check if GDP growth trend is positive
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
E       AssertionError: <MagicMock name='mock.MacroeconomicAnalys[70 chars]944'> != 'positive'

tests/test_agents.py:98: AssertionError
___________ TestGeopoliticalRiskAgent.test_assess_geopolitical_risks ___________

self = <test_agents.TestGeopoliticalRiskAgent testMethod=test_assess_geopolitical_risks>
mock_send_message = <MagicMock name='send_message' id='140687321495600'>

    @patch('core.agents.geopolitical_risk_agent.send_message')
    def test_assess_geopolitical_risks(self, mock_send_message):
        """Test assessing geopolitical risks."""
        #... (mock data sources and their responses)

        risk_assessments = self.agent.assess_geopolitical_risks()
>       self.assertIsInstance(risk_assessments, dict)
E       AssertionError: <MagicMock name='mock.GeopoliticalRiskAgent().assess_geopolitical_risks()' id='140687321552544'> is not an instance of <class 'dict'>

tests/test_agents.py:113: AssertionError
___________ TestAnomalyDetectionAgent.test_detect_company_anomalies ____________

self = <test_anomaly_detection_agent.TestAnomalyDetectionAgent testMethod=test_detect_company_anomalies>

    def test_detect_company_anomalies(self):
        # Create data with an anomaly
        # Row 2 (index 2) has huge debt and low equity
        data = {
            'revenue': [1000.0, 1100.0, 1200.0, 1300.0, 1400.0, 1500.0, 1600.0, 1700.0],
            'net_income': [100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 170.0],
            'total_assets': [5000.0, 5200.0, 5500.0, 5800.0, 6000.0, 6200.0, 6400.0, 6600.0],
            'shareholders_equity': [2000.0, 2100.0, 100.0, 2300.0, 2400.0, 2500.0, 2600.0, 2700.0],
            'current_assets': [1000.0, 1050.0, 1100.0, 1150.0, 1200.0, 1250.0, 1300.0, 1350.0],
            'current_liabilities': [500.0, 520.0, 550.0, 580.0, 600.0, 620.0, 640.0, 660.0],
            'inventory': [200.0, 210.0, 220.0, 230.0, 240.0, 250.0, 260.0, 270.0],
            'total_debt': [1500.0, 1550.0, 6000.0, 1650.0, 1700.0, 1750.0, 1800.0, 1850.0]
        }
        # Overwrite internal data with test data
        self.agent.company_data = pd.DataFrame(data)

>       anomalies = self.agent.detect_company_anomalies()
                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_anomaly_detection_agent.py:102:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
core/agents/anomaly_detection_agent.py:441: in detect_company_anomalies
    outliers_zscore_revenue = self._detect_outliers_zscore(self.company_data['revenue'], threshold=2)
                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
core/agents/anomaly_detection_agent.py:166: in _detect_outliers_zscore
    z_scores = np.abs(stats.zscore(data))
                      ^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/scipy/stats/_stats_py.py:2768: in zscore
    return zmap(a, a, axis=axis, ddof=ddof, nan_policy=nan_policy)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/scipy/stats/_stats_py.py:2929: in zmap
    mn = _xp_mean(compare, axis=axis, keepdims=True, nan_policy=nan_policy)
         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/scipy/stats/_stats_py.py:10943: in _xp_mean
    lazy = is_lazy_array(x)
           ^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/scipy/_lib/array_api_compat/common/_helpers.py:998: in is_lazy_array
    res = _is_lazy_cls(cls)
          ^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/scipy/_lib/array_api_compat/common/_helpers.py:957: in _is_lazy_cls
    _issubclass_fast(cls, "numpy", "ndarray")
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

cls = <class 'numpy.ndarray'>, modname = 'numpy', clsname = 'ndarray'

    @lru_cache(100)
    def _issubclass_fast(cls: type, modname: str, clsname: str) -> bool:
        try:
            mod = sys.modules[modname]
        except KeyError:
            return False
        parent_cls = getattr(mod, clsname)
>       return issubclass(cls, parent_cls)
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
E       TypeError: issubclass() arg 2 must be a class, a tuple of classes, or a union

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/scipy/_lib/array_api_compat/common/_helpers.py:72: TypeError
__________________________ TestLogLeak.test_log_leak ___________________________

self = <test_api_log_privacy.TestLogLeak testMethod=test_log_leak>

    def setUp(self):
>       self.app = app.test_client()
                   ^^^^^^^^^^^^^^^^^

tests/test_api_log_privacy.py:38:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <Flask 'core.api.server'>, use_cookies = True, kwargs = {}, cls = None

    def test_client(self, use_cookies: bool = True, **kwargs: t.Any) -> FlaskClient:
        """Creates a test client for this application.  For information
        about unit testing head over to :doc:`/testing`.

        Note that if you are testing for assertions or exceptions in your
        application code, you must set ``app.testing = True`` in order for the
        exceptions to propagate to the test client.  Otherwise, the exception
        will be handled by the application (not visible to the test client) and
        the only indication of an AssertionError or other exception will be a
        500 status code response to the test client.  See the :attr:`testing`
        attribute.  For example::

            app.testing = True
            client = app.test_client()

        The test client can be used in a ``with`` block to defer the closing down
        of the context until the end of the ``with`` block.  This is useful if
        you want to access the context locals for testing::

            with app.test_client() as c:
                rv = c.get('/?vodka=42')
                assert request.args['vodka'] == '42'

        Additionally, you may pass optional keyword arguments that will then
        be passed to the application's :attr:`test_client_class` constructor.
        For example::

            from flask.testing import FlaskClient

            class CustomClient(FlaskClient):
                def __init__(self, *args, **kwargs):
                    self._authentication = kwargs.pop("authentication")
                    super(CustomClient,self).__init__( *args, **kwargs)

            app.test_client_class = CustomClient
            client = app.test_client(authentication='Basic ....')

        See :class:`~flask.testing.FlaskClient` for more information.

        .. versionchanged:: 0.4
           added support for ``with`` block usage for the client.

        .. versionadded:: 0.7
           The `use_cookies` parameter was added as well as the ability
           to override the client to be used by setting the
           :attr:`test_client_class` attribute.

        .. versionchanged:: 0.11
           Added `**kwargs` to support passing additional keyword arguments to
           the constructor of :attr:`test_client_class`.
        """
        cls = self.test_client_class
        if cls is None:
>           from .testing import FlaskClient as cls
E           ModuleNotFoundError: No module named 'flask.testing'; 'flask' is not a package

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/flask/app.py:722: ModuleNotFoundError
____________ TestAdaptiveAPIReal.test_adaptive_query_initialization ____________

self = <test_api_v23_wiring.TestAdaptiveAPIReal testMethod=test_adaptive_query_initialization>

    def test_adaptive_query_initialization(self):
        """
        Verifies that create_app successfully imports and initializes MetaOrchestrator
        without crashing, confirming the file structure and signatures are correct.
        """
        # Mock heavy dependencies
        with patch.dict(sys.modules, {
            'semantic_kernel': MagicMock(),
            'semantic_kernel.connectors.ai.open_ai': MagicMock(),
            'neo4j': MagicMock(),
            'redis': MagicMock(),
            'pika': MagicMock(),
            'spacy': MagicMock(),
            'transformers': MagicMock(),
            'torch': MagicMock(),
            'tensorflow': MagicMock(),
            'dowhy': MagicMock()
        }):
            # Patch internals
            with patch('core.utils.config_utils.load_config') as mock_load_config, \
                 patch('core.system.agent_orchestrator.MessageBroker') as mock_mb, \
                 patch('core.system.agent_orchestrator.LLMPlugin') as mock_llm_plugin:

                # Setup internal mocks
                mock_load_config.return_value = {
                    'agents': {
                        'QueryUnderstandingAgent': {'name': 'QueryUnderstandingAgent'}
                    }
                }
                mock_mb.get_instance.return_value = MagicMock()
                mock_llm_plugin.return_value = MagicMock() # Mock the instance

                # Import api inside the patch context
                try:
                    from services.webapp.api import create_app
                    import services.webapp.api as api_module
                except ImportError as e:
                    self.fail(f"Import failed: {e}")

                # Reset globals to ensure clean state
                api_module.agent_orchestrator = None
                api_module.meta_orchestrator = None

                # Create app
                app = create_app('default')

                # Check if globals are initialized
                if api_module.agent_orchestrator is None:
                     self.fail("AgentOrchestrator is None. Initialization block failed.")

                if api_module.meta_orchestrator is None:
                     self.fail("MetaOrchestrator is None. Initialization block failed.")

                # Verify the type/class name
>               self.assertEqual(api_module.agent_orchestrator.__class__.__name__, 'AgentOrchestrator')
E               AssertionError: 'MagicMock' != 'AgentOrchestrator'
E               - MagicMock
E               + AgentOrchestrator

tests/test_api_v23_wiring.py:66: AssertionError
___________ TestAWOPlanner.test_parse_natural_language_plan_numbered ___________

self = <test_awo_planner.TestAWOPlanner testMethod=test_parse_natural_language_plan_numbered>

    def test_parse_natural_language_plan_numbered(self):
        text = """
        Here is the plan:
        1. Ingest data from SEC.
        2. Calculate DCF.
        3. Verify with PROV-O.
        """
        plan = self.planner.parse_natural_language_plan(text)
>       self.assertEqual(len(plan['steps']), 3)
E       AssertionError: 0 != 3

tests/test_awo_planner.py:28: AssertionError
______________ TestCodeAlchemist.test_construct_generation_prompt ______________

self = <test_code_alchemist.TestCodeAlchemist testMethod=test_construct_generation_prompt>
MockLLMPlugin = <MagicMock name='LLMPlugin' id='140687319550048'>

    @patch('core.agents.code_alchemist.LLMPlugin')
    async def test_construct_generation_prompt(self, MockLLMPlugin):
        agent = CodeAlchemist(self.config)
        # Mock system prompt template if not loaded (for environment consistency)
        if not agent.system_prompt_template:
             agent.system_prompt_template = "Intent: {{intent}} Context: {{context}} Constraints: {{constraints}} Knowledge: {{relevant_knowledge}}"

        prompt = agent.construct_generation_prompt(
            intent="Test Intent",
            context={"env": "test"},
            constraints={"fast": True},
            relevant_knowledge="Know stuff"
        )
>       self.assertIn("Test Intent", prompt)
E       AssertionError: 'Test Intent' not found in <MagicMock name='mock.CodeAlchemist().construct_generation_prompt()' id='140687319600736'>

tests/test_code_alchemist.py:50: AssertionError
_______________ TestCodeAlchemist.test_deploy_to_cloud_function ________________

self = <test_code_alchemist.TestCodeAlchemist testMethod=test_deploy_to_cloud_function>

    async def test_deploy_to_cloud_function(self):
        # Since this method is simulated, we just verify it returns True
        agent = CodeAlchemist(self.config)
>       success = await agent.deploy_to_cloud_function("print('hello')", function_name="test-func")
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
E       TypeError: object MagicMock can't be used in 'await' expression

tests/test_code_alchemist.py:132: TypeError
________________ TestCodeAlchemist.test_extract_json_resilience ________________

self = <test_code_alchemist.TestCodeAlchemist testMethod=test_extract_json_resilience>
MockLLMPlugin = <MagicMock name='LLMPlugin' id='140687319963008'>

    @patch('core.agents.code_alchemist.LLMPlugin')
    async def test_extract_json_resilience(self, MockLLMPlugin):
        agent = CodeAlchemist(self.config)

        # Test clean JSON
        res1 = agent._extract_json('{"key": "value"}')
>       self.assertEqual(res1, {"key": "value"})
E       AssertionError: <MagicMock name='mock.CodeAlchemist()._extract_json()' id='140687319971216'> != {'key': 'value'}

tests/test_code_alchemist.py:77: AssertionError
____________________ TestCodeAlchemist.test_full_validation ____________________

self = <test_code_alchemist.TestCodeAlchemist testMethod=test_full_validation>
MockLLMPlugin = <MagicMock name='LLMPlugin' id='140687320193152'>

    @patch('core.agents.code_alchemist.LLMPlugin')
    async def test_full_validation(self, MockLLMPlugin):
        # Setup mock to return all analysis
        mock_llm_instance = MockLLMPlugin.return_value

        # We need to simulate multiple calls to get_completion for different prompts
        async def side_effect(prompt):
            if "security" in prompt:
                return '{"security_vulnerabilities": [], "security_score": 95}'
            elif "time/space" in prompt:
                return '{"time_complexity": "O(n)", "space_complexity": "O(1)"}'
            else:
                return '{"semantic_errors": null}'

        mock_llm_instance.get_completion.side_effect = side_effect

        agent = CodeAlchemist(self.config)
        code = "def fast_secure(): pass"
>       result = await agent.validate_code(code)
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
E       TypeError: object MagicMock can't be used in 'await' expression

tests/test_code_alchemist.py:123: TypeError
____________________ TestCodeAlchemist.test_initialization _____________________

self = <test_code_alchemist.TestCodeAlchemist testMethod=test_initialization>
MockLLMPlugin = <MagicMock name='LLMPlugin' id='140687320066784'>

    @patch('core.agents.code_alchemist.LLMPlugin')
    async def test_initialization(self, MockLLMPlugin):
        agent = CodeAlchemist(self.config)
>       self.assertEqual(agent.validation_tool_url, "http://test-url")
E       AssertionError: <MagicMock name='mock.CodeAlchemist().validation_tool_url' id='140687320071008'> != 'http://test-url'

tests/test_code_alchemist.py:23: AssertionError
__________________ TestCodeAlchemist.test_load_system_prompt ___________________

self = <test_code_alchemist.TestCodeAlchemist testMethod=test_load_system_prompt>
MockLLMPlugin = <MagicMock name='LLMPlugin' id='140687319834144'>

    @patch('core.agents.code_alchemist.LLMPlugin')
    async def test_load_system_prompt(self, MockLLMPlugin):
        agent = CodeAlchemist(self.config)
        prompt = agent._load_system_prompt()
        if prompt:
>           self.assertIn("Code Alchemist", prompt)
E           AssertionError: 'Code Alchemist' not found in <MagicMock name='mock.CodeAlchemist()._load_system_prompt()' id='140687319842352'>

tests/test_code_alchemist.py:32: AssertionError
_____________________ TestCodeAlchemist.test_optimize_code _____________________

self = <test_code_alchemist.TestCodeAlchemist testMethod=test_optimize_code>
MockLLMPlugin = <MagicMock name='LLMPlugin' id='140687320069856'>

    @patch('core.agents.code_alchemist.LLMPlugin')
    async def test_optimize_code(self, MockLLMPlugin):
        # Setup mock for optimization
        mock_llm_instance = MockLLMPlugin.return_value
        # Mock responses
        mock_llm_instance.get_completion = AsyncMock(return_value='```python\ndef optimized(): pass\n```')

        agent = CodeAlchemist(self.config)

        code = "def slow(): pass"
>       optimized = await agent.optimize_code(code, optimization_strategies=["performance"])
                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
E       TypeError: object MagicMock can't be used in 'await' expression

tests/test_code_alchemist.py:101: TypeError
________________ TestCodeAlchemist.test_validate_code_semantics ________________

self = <test_code_alchemist.TestCodeAlchemist testMethod=test_validate_code_semantics>
MockLLMPlugin = <MagicMock name='LLMPlugin' id='140687387327088'>

    @patch('core.agents.code_alchemist.LLMPlugin')
    async def test_validate_code_semantics(self, MockLLMPlugin):
        # Setup mock to return semantic analysis JSON
        mock_llm_instance = MockLLMPlugin.return_value
        mock_llm_instance.get_completion = AsyncMock(return_value='{"semantic_errors": null}')

        agent = CodeAlchemist(self.config)

        # Test valid code syntax
        code = "def foo(): return 1"
>       result = await agent.validate_code(code)
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
E       TypeError: object MagicMock can't be used in 'await' expression

tests/test_code_alchemist.py:66: TypeError
____________________________ test_code_gen_pipeline ____________________________

    @pytest.mark.asyncio
    async def test_code_gen_pipeline():
        # Mock LLMPlugin to avoid API key requirements and AgentOrchestrator initialization issues
        with patch('core.system.agent_orchestrator.LLMPlugin') as MockLLM:
            orchestrator = MetaOrchestrator()

            # Trigger Code Gen
            query = "Generate code to calculate fibonacci sequence in python"

            # Verify complexity assessment
            complexity = orchestrator._assess_complexity(query)
>           assert complexity == "CODE_GEN"
E           AssertionError: assert <MagicMock name='mock.MetaOrchestrator()._assess_complexity()' id='140687318949504'> == 'CODE_GEN'

tests/test_code_gen.py:17: AssertionError
_____________ TestConfigUtils.test_load_app_config_agent_override ______________

self = <test_config_utils.TestConfigUtils testMethod=test_load_app_config_agent_override>
mock_load_config_func = <MagicMock name='load_config' id='140687319227936'>

    @patch('core.utils.config_utils.load_config')
    def test_load_app_config_agent_override(self, mock_load_config_func):
        def side_effect_loader(filepath):
            # The order of loading is defined in load_app_config
            # settings.yaml is loaded, then agents.yaml is loaded.
            # The 'agents' key from agents.yaml should overwrite the 'agents' key from settings.yaml
            if 'config/settings.yaml' == filepath:
                return {'settings_specific': 'value', 'agents': {'agent1': {'param_a': 'original_value', 'param_c': 'settings_only'}}}
            elif 'config/agents.yaml' == filepath:
                return {'agents': {'agent1': {'param_a': 'overridden_value', 'param_b': 'agents_only'}}}
            # Return empty for other files to isolate the test and prevent NoneType errors on .update()
            return {}

        mock_load_config_func.side_effect = side_effect_loader

        app_config = load_app_config()

        # Check that 'settings_specific' from settings.yaml is present (not overwritten)
>       self.assertIn('settings_specific', app_config)
E       AssertionError: 'settings_specific' not found in {'api': {'host': '0.0.0.0', 'port': 5000}, 'knowledge_graph': {'path': 'data/knowledge_graph.json'}, 'data_sources': {'news_api': {'api_key': None}, 'twitter_api': {'consumer_key': None, 'consumer_secret': None, 'access_token': None, 'access_token_secret': None}, 'fred_api': {'api_key': None}, 'ecb_api': {'api_key': None}, 'political_risk_api': {'api_key': None}, 'industry_reports_api': {'api_key': None}, 'company_filings_api': {'api_key': None}, 'financial_statements_api': {'api_key': None}, 'market_data_api': {'api_key': None}}, 'analysis_modules': {'fundamental_analysis': {'valuation_method': 'dcf'}, 'technical_analysis': {'indicators': ['rsi', 'macd']}}, 'reporting': {'format': 'json'}, 'logging': {'level': 'INFO', 'destination': 'stdout', 'log_file_path': '/app/logs/cacm-adk.log', 'format': 'json'}, 'tasks': [{'name': 'generate_daily_newsletter', 'schedule': 'daily', 'parameters': {'recipients': ['user1@example.com', 'user2@example.com']}}, {'name': 'update_market_data', 'schedule': 'hourly'}, {'name': 'perform_weekly_analysis', 'schedule': 'weekly', 'parameters': None}], 'resource_limits': {'cpu_limit': 80, 'memory_limit': 80}, 'token_limit': 4096, 'api_base_url': 'http://localhost:5000', 'system': {'name': 'Adam v19.0', 'log_level': 'INFO', 'data_dir': 'data/', 'output_dir': 'outputs/'}, 'agents': {'QueryUnderstandingAgent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Query Understanding Agent', 'description': 'Analyzes user queries to determine relevant agents.', 'expertise': ['query analysis', 'agent selection'], 'prompt_template': 'Based on the following user query, identify the most relevant agents to handle the request.\nReturn a list of agent names. If no agents are relevant, return an empty list.\nAvailable Agents: {available_agents}\n\nUser Query: {user_query}\n\nRelevant Agents:\n'}, 'ReportGeneratorAgent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Report Generator Agent', 'description': 'Generates reports based on the analysis of other agents.', 'expertise': ['report generation', 'data synthesis']}, 'DataRetrievalAgent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Data Retrieval Agent', 'description': 'Retrieves data from various sources based on requests.', 'expertise': ['data access', 'data retrieval']}, 'ResultAggregationAgent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Result Aggregation Agent', 'description': 'Combines results from multiple agents.', 'expertise': ['data aggregation', 'result summarization']}, 'market_sentiment_agent': {'communication_style': 'concise and insightful with a touch of humor', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Market Whisperer', 'description': 'A keen observer of market sentiment, adept at deciphering the collective wisdom and emotions of the crowd.', 'expertise': ['Sentiment analysis techniques (natural language processing, machine learning)', 'Social media and financial news monitoring', 'Behavioral finance and investor psychology'], 'data_sources': ['financial_news_api', 'social_media_api'], 'sentiment_analysis_method': 'ensemble', 'alerting_thresholds': {'significant_shift': 0.2}, 'input_schema': {'query': {'type': 'string', 'description': 'The search query for sentiment analysis.', 'required': True}, 'source': {'type': 'select', 'options': ['news', 'social_media', 'all'], 'default': 'all', 'description': 'The source to analyze.'}}}, 'macroeconomic_analysis_agent': {'communication_style': 'data-driven and insightful with clear explanations', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Economic Oracle', 'description': 'A master of macroeconomic analysis, adept at interpreting economic indicators, forecasting trends, and understanding their impact on financial markets.', 'expertise': ['Macroeconomic theory and modeling', 'Econometrics and statistical analysis', 'Economic forecasting techniques'], 'data_sources': ['government_stats_api', 'central_bank_api'], 'indicators': ['GDP', 'inflation', 'unemployment', 'interest_rates'], 'forecast_horizon': '1 year', 'alerting_thresholds': {'gdp_growth': 0.5, 'inflation_rate': 0.2}}, 'geopolitical_risk_agent': {'communication_style': 'concise and actionable with clear risk assessments', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Global Sentinel', 'description': 'A vigilant guardian, assessing geopolitical risks and their potential impact on global financial markets.', 'expertise': ['Political science and international relations', 'Risk assessment frameworks and methodologies', 'Geopolitical analysis and forecasting'], 'data_sources': ['news_api', 'political_databases', 'intelligence_reports'], 'risk_assessment_framework': 'multi-factor', 'alerting_thresholds': {'high_risk_event': 0.8}}, 'industry_specialist_agent': {'technology': {'communication_style': 'enthusiastic and informative with a focus on future potential', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Tech Visionary', 'description': "A technology enthusiast with a deep understanding of the industry's trends, innovations, and competitive landscape.", 'expertise': ['Emerging technologies (AI, cloud computing, blockchain)', 'Technology market analysis and forecasting', 'Competitive analysis of tech companies'], 'data_sources': ['technology_news_api', 'technology_market_data'], 'focus_areas': ['AI', 'cloud_computing', 'cybersecurity'], 'alerting_thresholds': {'emerging_trend': 0.7}}, 'healthcare': {'communication_style': 'analytical and precise with a focus on evidence-based insights', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Medical Sage', 'description': "A healthcare expert with a deep understanding of the industry's trends, innovations, regulations, and key players.", 'expertise': ['Drug development and clinical trials', 'Medical devices and diagnostics', 'Healthcare policy and regulations'], 'data_sources': ['healthcare_news_api', 'clinical_trial_databases', 'fda_filings'], 'focus_areas': ['drug_development', 'medical_devices', 'healthcare_policy'], 'alerting_thresholds': {'clinical_trial_results': 0.9}}, 'energy': {'communication_style': 'data-driven and insightful with a focus on market dynamics', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Energy Guru', 'description': "An energy expert with a deep understanding of the industry's trends, innovations, and regulations.", 'expertise': ['Renewable energy technologies and trends', 'Oil and gas exploration and production', 'Energy market analysis and forecasting'], 'data_sources': ['energy_news_api', 'energy_market_data', 'government_energy_reports'], 'focus_areas': ['renewable_energy', 'oil_and_gas', 'energy_infrastructure'], 'alerting_thresholds': {'energy_price_change': 0.1}}, 'financials': {'communication_style': 'concise and insightful with a focus on regulatory impact', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Financial Maestro', 'description': "A financial expert with a deep understanding of the industry's trends, regulations, and key players.", 'expertise': ['Banking and financial institutions', 'Insurance and risk management', 'Investment banking and asset management'], 'data_sources': ['financial_news_api', 'financial_market_data', 'regulatory_filings'], 'focus_areas': ['banking', 'insurance', 'asset_management'], 'alerting_thresholds': {'financial_regulation_change': 0.8}}, 'industrials': {'communication_style': 'data-driven and insightful with a focus on economic trends', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Industrialist', 'description': 'An expert in the industrials sector, with a deep understanding of manufacturing, supply chains, and economic trends.', 'expertise': ['Manufacturing processes and technologies', 'Supply chain management and logistics', 'Industrial automation and robotics'], 'data_sources': ['industrials_news_api', 'economic_data', 'manufacturing_reports'], 'focus_areas': ['manufacturing', 'aerospace', 'construction'], 'alerting_thresholds': {'economic_indicator_change': 0.05}}, 'materials': {'communication_style': 'analytical and precise with a focus on market fundamentals', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Materials Maven', 'description': 'An expert in the materials sector, with a deep understanding of commodity markets, supply chains, and sustainability.', 'expertise': ['Mining and resource extraction', 'Materials science and engineering', 'Sustainability and environmental impact'], 'data_sources': ['materials_news_api', 'commodity_market_data', 'sustainability_reports'], 'focus_areas': ['mining', 'metals', 'chemicals'], 'alerting_thresholds': {'commodity_price_change': 0.15}}, 'consumer_discretionary': {'communication_style': 'engaging and insightful with a focus on consumer trends', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Trendsetter', 'description': 'An expert in consumer discretionary trends, analyzing consumer behavior, brand loyalty, and market dynamics.', 'expertise': ['Consumer psychology and behavior', 'Brand management and marketing', 'Retail and e-commerce trends'], 'data_sources': ['consumer_surveys', 'social_media_trends', 'retail_sales_data'], 'focus_areas': ['fashion', 'restaurants', 'travel', 'entertainment'], 'alerting_thresholds': {'consumer_sentiment_change': 0.1}}, 'consumer_staples': {'communication_style': 'analytical and data-driven with a focus on market stability', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Needs Analyst', 'description': 'An expert in consumer staples, analyzing essential goods and services, supply chain dynamics, and pricing trends.', 'expertise': ['Demand and supply analysis for essential goods', 'Pricing strategies and consumer behavior', 'Supply chain management and logistics'], 'data_sources': ['consumer_spending_data', 'commodity_prices', 'supply_chain_reports'], 'focus_areas': ['food_and_beverage', 'household_products', 'personal_care'], 'alerting_thresholds': {'supply_chain_disruption': 0.7}}, 'utilities': {'communication_style': 'detailed and informative with a focus on regulatory impact', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Infrastructure Inspector', 'description': 'An expert in the utilities sector, analyzing infrastructure, regulation, and market trends.', 'expertise': ['Electricity generation and distribution', 'Water and waste management', 'Renewable energy and sustainability'], 'data_sources': ['utility_news_api', 'regulatory_filings', 'industry_reports'], 'focus_areas': ['electricity', 'water', 'gas'], 'alerting_thresholds': {'regulatory_change': 0.8}}, 'real_estate': {'communication_style': 'data-driven and insightful with a focus on market trends', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Property Pundit', 'description': 'An expert in real estate markets, analyzing property values, investment trends, and development projects.', 'expertise': ['Real estate market analysis and forecasting', 'Property valuation and investment analysis', 'Urban development and planning'], 'data_sources': ['real_estate_data', 'property_listings', 'market_reports'], 'focus_areas': ['residential', 'commercial', 'industrial'], 'alerting_thresholds': {'property_value_change': 0.1}}, 'telecommunications': {'communication_style': 'technical and informative with a focus on industry trends', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Network Navigator', 'description': 'An expert in the telecommunications industry, analyzing network infrastructure, service offerings, and competitive landscape.', 'expertise': ['Telecommunications technologies and standards', 'Network infrastructure and management', 'Market analysis and competitive dynamics'], 'data_sources': ['telecom_news_api', 'industry_reports', 'company_filings'], 'focus_areas': ['mobile_networks', 'broadband_services', 'cloud_communications'], 'alerting_thresholds': {'technology_advancement': 0.7}}}, 'fundamental_analyst_agent': {'communication_style': 'analytical and precise with detailed financial analysis', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Financial Detective', 'description': 'A meticulous analyst, uncovering the hidden value and risks in financial statements and company filings.', 'expertise': ['Financial statement analysis and interpretation', 'Valuation modeling (DCF, comparables)', 'Risk assessment and due diligence'], 'data_sources': ['company_filings', 'financial_databases'], 'valuation_models': ['DCF', 'comparable_company_analysis'], 'risk_assessment_method': 'quantitative_and_qualitative', 'alerting_thresholds': {'valuation_discrepancy': 0.2}, 'peers': ['DataRetrievalAgent']}, 'technical_analyst_agent': {'communication_style': 'visual and concise with clear trading recommendations', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Chart Whisperer', 'description': 'A master of technical analysis, deciphering patterns and signals in price charts and technical indicators.', 'expertise': ['Chart pattern recognition (e.g., head and shoulders, double top/bottom)', 'Technical indicator analysis (e.g., moving averages, RSI, MACD)', 'Trading strategies based on technical analysis'], 'data_sources': ['market_data_api'], 'indicators': ['moving_averages', 'RSI', 'MACD'], 'chart_patterns': ['head_and_shoulders', 'double_top_bottom', 'flags_and_pennants'], 'trading_strategy': 'trend_following', 'alerting_thresholds': {'trading_signal': 0.7}}, 'risk_assessment_agent': {'communication_style': 'clear and informative with detailed risk reports', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': [{'field': 'financial_data.revenue', 'type': 'float', 'min': 0}, {'field': 'market_data.trading_volume', 'type': 'integer', 'min': 0}, {'field': 'loan_details.loan_amount', 'type': 'float', 'min': 0}]}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage', 'market_risk_calculation_time', 'credit_risk_calculation_time', 'overall_risk_score_drift']}, 'persona': 'Risk Guardian', 'description': 'A cautious and vigilant protector, assessing and mitigating investment risks across various asset classes and portfolios.', 'expertise': ['Risk management frameworks and methodologies', 'Quantitative risk modeling (e.g., VaR, CVaR)', 'Portfolio stress testing and scenario analysis'], 'data_sources': ['market_data_api', 'company_data', 'macroeconomic_data'], 'risk_metrics': ['volatility', 'beta', 'VaR', 'CVaR'], 'risk_models': ['credit_scoring_models', 'monte_carlo_simulation'], 'alerting_thresholds': {'portfolio_risk_level': 0.8, 'market_risk_level': 0.6, 'credit_risk_level': 0.7, 'liquidity_risk_level': 0.5}, 'knowledge_base_path': 'adam/data/risk_rating_mapping.json', 'debug_mode': False, 'risk_weights': {'market_risk': 0.2, 'credit_risk': 0.3, 'liquidity_risk': 0.1, 'operational_risk': 0.1, 'geopolitical_risk': 0.1, 'industry_risk': 0.1, 'economic_risk': 0.05, 'volatility_risk': 0.025, 'currency_risk': 0.025}}, 'newsletter_layout_specialist_agent': {'communication_style': 'engaging and informative with a clear narrative structure', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Narrative Weaver', 'description': 'A master storyteller, crafting compelling and informative investment narratives from market data and insights.', 'expertise': ['Financial writing and communication', 'Data visualization and presentation', 'Newsletter design and layout'], 'data_sources': ['all agents'], 'template': 'dynamic', 'visualization_tools': ['charts', 'graphs', 'tables']}, 'data_verification_agent': {'communication_style': 'precise and reliable with clear explanations of data discrepancies', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Truth Seeker', 'description': 'A meticulous fact-checker, ensuring data accuracy, reliability, and consistency across all sources.', 'expertise': ['Data validation and verification techniques', 'Statistical analysis and anomaly detection', 'Source credibility assessment'], 'data_sources': ['all data sources'], 'verification_methods': ['cross-referencing', 'data type validation', 'outlier detection', 'source credibility assessment'], 'alerting_thresholds': {'data_discrepancy': 0.05}}, 'lexica_agent': {'communication_style': 'informative and concise with relevant search results', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'type': 'rag-agent', 'persona': 'Knowledge Navigator', 'description': 'A master of information retrieval, navigating the vast sea of data and knowledge to find the most relevant and accurate information.', 'expertise': ['Information retrieval and knowledge management', 'Search engine optimization (SEO)', 'Natural language processing (NLP)'], 'data_sources': ['web pages', 'news articles', 'reports', 'databases'], 'search_methods': ['keyword-based search', 'natural language processing (NLP)', 'semantic analysis'], 'alerting_thresholds': {'search_relevance': 0.8}}, 'archive_manager_agent': {'communication_style': 'organized and efficient with clear summaries of archived data', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Memory Keeper', 'description': 'A meticulous organizer, preserving and managing the collective knowledge, history, and data of Adam v17.0.', 'expertise': ['Data archiving and preservation', 'Version control and data management', 'Access control and security'], 'data_storage': ['market_overviews', 'company_recommendations', 'newsletters', 'reports'], 'data_management_methods': ['version_control', 'data_backup_and_recovery', 'access_control'], 'alerting_thresholds': {'storage_capacity': 0.9}}, 'echo_agent': {'communication_style': 'conversational and helpful', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': "Adam's Echo", 'description': 'A reflection of Adam v17.0, simulating a chatbot UI and providing a user-friendly interface for interacting with the system.', 'expertise': ['Natural language understanding (NLU)', 'Conversational AI', 'User interface design'], 'ui_type': 'chatbot', 'expert_network': ['3 corporations', '5-7 sub-organizations per corporation', '3 experts per team'], 'reasoning_methods': ['GRPO', 'chain-of-thought']}, 'portfolio_optimization_agent': {'communication_style': 'analytical and strategic with clear portfolio recommendations', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Portfolio Architect', 'description': 'A master strategist, optimizing portfolios for maximum returns and minimal risk, considering user preferences and constraints.', 'expertise': ['Portfolio optimization techniques (e.g., mean-variance, Black-Litterman)', 'Risk management and diversification strategies', 'Investment portfolio analysis and evaluation'], 'data_sources': ['market_data_api', 'risk_models'], 'optimization_method': 'mean-variance', 'constraints': ['risk_tolerance', 'investment_horizon', 'diversification_requirements'], 'alerting_thresholds': {'portfolio_performance_deviation': 0.1}}, 'agent_forge': {'communication_style': 'creative and analytical with a focus on agent capabilities', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Agent Smith', 'description': "A master craftsman, forging new agents and refining existing ones to expand Adam's capabilities and adapt to new challenges.", 'expertise': ['Agent design and development', 'Prompt engineering and optimization', 'Code generation and analysis'], 'data_sources': ['agent_templates', 'knowledge_graph'], 'agent_creation_methods': ['template-based', 'user-defined'], 'prompt_refinement_methods': ['feedback-driven', 'performance-based'], 'alerting_thresholds': {'agent_performance_deviation': 0.2}}, 'prompt_tuner': {'communication_style': 'clear and concise with a focus on effective communication', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Prompt Whisperer', 'description': 'A language artist, fine-tuning prompts and communication to enhance clarity, efficiency, and user engagement.', 'expertise': ['Natural language processing (NLP)', 'Prompt engineering and optimization', 'Communication style adaptation'], 'data_sources': ['agent_prompts', 'user_feedback'], 'prompt_tuning_methods': ['feedback-driven', 'context-aware', 'style-based'], 'alerting_thresholds': {'prompt_effectiveness': 0.7}}, 'code_alchemist': {'communication_style': 'technical and precise with a focus on code quality', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Code Weaver', 'description': 'A master of code, transforming and optimizing algorithms to enhance efficiency, performance, and scalability.', 'expertise': ['Code analysis and optimization', 'Algorithm design and implementation', 'Software engineering best practices'], 'data_sources': ['agent_code', 'performance_metrics'], 'code_optimization_methods': ['refactoring', 'performance_tuning', 'parallelization'], 'alerting_thresholds': {'code_complexity': 0.8}}, 'lingua_maestro': {'communication_style': 'adaptable and culturally sensitive', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Language Maestro', 'description': 'A polyglot, facilitating seamless communication across different languages and cultural contexts.', 'expertise': ['Multilingual translation and interpretation', 'Cross-cultural communication', 'Language localization'], 'data_sources': ['language_models', 'translation_apis'], 'translation_methods': ['machine_translation', 'human_translation'], 'alerting_thresholds': {'translation_accuracy': 0.9}}, 'sense_weaver': {'communication_style': 'holistic and insightful with a focus on multi-sensory integration', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Multimodal Maestro', 'description': 'A master of perception, weaving together insights from multiple senses and modalities to create a richer understanding of the world.', 'expertise': ['Multimodal data processing and analysis', 'Sensor fusion and integration', 'Human-computer interaction'], 'data_sources': ['visual_data', 'audio_data', 'text_data', 'sensor_data'], 'multimodal_integration_methods': ['data_fusion', 'cross-modal_learning'], 'alerting_thresholds': {'multimodal_coherence': 0.7}}, 'data_visualization_agent': {'communication_style': 'visual and informative with a focus on clarity and storytelling', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Visual Storyteller', 'description': 'A master of data visualization, transforming complex data and insights into clear, concise, and engaging visuals.', 'expertise': ['Data visualization principles and best practices', 'Charting and graphing techniques', 'Interactive visualization tools and libraries'], 'data_sources': ['all agents'], 'visualization_types': ['charts (line, bar, pie, scatter)', 'graphs (network, treemap)', 'maps (choropleth, heatmap)']}, 'natural_language_generation_agent': {'communication_style': 'clear, concise, and engaging with a focus on storytelling', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Eloquent Narrator', 'description': "A wordsmith, generating human-readable reports, summaries, and narratives from Adam's data and insights.", 'expertise': ['Natural language generation (NLG) techniques', 'Financial writing and reporting', 'Storytelling and narrative design'], 'data_sources': ['all agents']}, 'machine_learning_model_training_agent': {'communication_style': 'technical and informative with a focus on model performance', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Model Master', 'description': "An AI expert, training and optimizing machine learning models to enhance Adam's predictive capabilities and adaptability.", 'expertise': ['Machine learning algorithms and techniques', 'Model training and evaluation', 'Hyperparameter tuning and optimization'], 'data_sources': ['historical_data', 'real-time_data', 'agent_feedback']}, 'legal_agent': {'communication_style': 'formal and precise with clear legal explanations', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Legal Eagle', 'description': 'An expert in legal and regulatory matters, ensuring compliance and mitigating legal risks.', 'expertise': ['Legal research and analysis', 'Regulatory compliance', 'Contract law'], 'data_sources': ['legal_databases', 'regulatory_websites'], 'alerting_thresholds': {'regulatory_change': 0.8}}, 'financial_modeling_agent': {'communication_style': 'analytical and data-driven with clear model explanations', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Model Builder', 'description': 'A skilled financial modeler, creating and analyzing models for valuation, forecasting, and risk assessment.', 'expertise': ['Financial modeling techniques', 'Valuation and forecasting', 'Sensitivity analysis and scenario planning'], 'data_sources': ['financial_databases', 'company_filings'], 'modeling_tools': ['spreadsheets', 'programming_languages (Python, R)'], 'alerting_thresholds': {'model_accuracy': 0.9}}, 'supply_chain_risk_agent': {'communication_style': 'proactive and informative with clear risk mitigation strategies', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Supply Chain Guardian', 'description': 'An expert in supply chain management, identifying and mitigating risks to ensure business continuity.', 'expertise': ['Supply chain risk assessment', 'Logistics and transportation', 'Inventory management'], 'data_sources': ['supply_chain_databases', 'industry_reports', 'news_sources'], 'risk_assessment_framework': 'multi-factor', 'alerting_thresholds': {'supply_chain_disruption': 0.7}}, 'algo_trading_agent': {'communication_style': 'data-driven and concise with clear trading signals', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Algorithmic Trader', 'description': 'A master of algorithmic trading, developing and executing trading strategies based on market data and quantitative analysis.', 'expertise': ['Algorithmic trading strategies', 'Market data analysis', 'Order execution and risk management'], 'data_sources': ['market_data_providers', 'historical_price_data'], 'trading_algorithms': ['mean_reversion', 'arbitrage', 'momentum'], 'alerting_thresholds': {'trading_performance': 0.05}}, 'discussion_chair_agent': {'communication_style': 'neutral and objective with clear summaries and action items', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Discussion Moderator', 'description': 'A skilled facilitator, guiding discussions, summarizing key points, and ensuring effective decision-making.', 'expertise': ['Facilitation and moderation techniques', 'Communication and interpersonal skills', 'Decision-making processes'], 'data_sources': ['all_agents']}, 'anomaly_detection_agent': {'communication_style': 'concise and informative with clear explanations of detected anomalies', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Anomaly Hunter', 'description': 'A vigilant observer, constantly scanning data for unusual patterns and anomalies that could signal potential risks or opportunities.', 'expertise': ['Anomaly detection algorithms and techniques', 'Statistical analysis and outlier detection', 'Data mining and pattern recognition'], 'data_sources': ['all data sources'], 'anomaly_detection_methods': ['statistical_methods', 'machine_learning_models'], 'alerting_thresholds': {'anomaly_score': 0.8}}, 'regulatory_compliance_agent': {'communication_style': 'formal and precise with clear explanations of compliance requirements', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Compliance Officer', 'description': 'A meticulous rule-follower, ensuring adherence to all applicable regulations and guidelines.', 'expertise': ['Regulatory compliance frameworks and standards', 'Legal research and analysis', 'Risk management and mitigation'], 'data_sources': ['regulatory_databases', 'legal_documents', 'industry_standards'], 'compliance_monitoring_methods': ['rule-based_checks', 'data_analysis', 'audit_trails'], 'alerting_thresholds': {'compliance_violation': 0.9}}, 'snc_analyst_agent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'SNC Examiner', 'description': 'Analyzes Shared National Credits based on regulatory guidelines.', 'expertise': ['SNC analysis', 'regulatory interpretation', 'credit risk'], 'comptrollers_handbook_SNC': {'primary_repayment_source': "sustainable source of cash under the borrower's control", 'substandard_definition': 'inadequately protected by the current sound worth and paying capacity of the obligor or of the collateral pledged', 'doubtful_definition': 'all the weaknesses inherent in one classified substandard with the added characteristic that the weaknesses make collection or liquidation in full, highly questionable and improbable', 'loss_definition': 'uncollectible and of such little value that their continuance as bankable assets is not warranted', 'repayment_capacity_period': 7, 'nonaccrual_status': 'asset is maintained on a cash basis because of deterioration in the financial condition of the borrower', 'capitalization_of_interest': 'interest may be capitalized only when the borrower is creditworthy and has the ability to repay the debt in the normal course of business'}, 'occ_guidelines_SNC': {'nonaccrual_status': 'asset is maintained on a cash basis because of deterioration in the financial condition of the borrower', 'capitalization_of_interest': 'interest may be capitalized only when the borrower is creditworthy and has the ability to repay the debt in the normal course of business'}}, 'news_bot_agent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'News Bot', 'description': 'A bot that monitors news sources and reports on relevant events.', 'expertise': ['news aggregation', 'event detection', 'information filtering'], 'data_sources': [], 'alerting_thresholds': {}}, 'credit_sentry_agents': {'orchestrator': {'CreditSentryOrchestrator': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'CreditSentry', 'description': 'The Orchestrator/Supervisor Agent. This is the central nervous system of the copilot.', 'expertise': ['orchestration', 'delegation', 'synthesis']}}, 'meta_agents': {'CreditRiskAssessmentAgent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Credit Risk Assessor', 'description': 'Conducts a comprehensive commercial credit analysis.', 'expertise': ['credit analysis', 'financial modeling', 'risk assessment']}, 'PortfolioMonitoringEWSAgent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Portfolio Sentinel', 'description': 'Provides continuous, real-time surveillance of the entire credit portfolio.', 'expertise': ['portfolio monitoring', 'early warning systems', 'covenant tracking']}, 'NarrativeSummarizationAgent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Narrative Weaver', 'description': 'Bridges the gap between complex, quantitative machine output and clear, concise human understanding.', 'expertise': ['narrative generation', 'summarization', 'data visualization']}, 'PersonaCommunicationAgent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Communications Specialist', 'description': 'Tailors the presentation of the final output to the specific needs, role, and authority level of the human user.', 'expertise': ['persona-based communication', 'output formatting']}, 'CounterpartyRiskAgent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Counterparty Risk Analyst', 'description': 'Quantifies the complex, contingent risks associated with derivative transactions.', 'expertise': ['counterparty credit risk', 'PFE calculation', 'wrong-way risk']}}, 'sub_agents': {'FinancialDocumentAgent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Financial Document Extractor', 'description': 'Automates the ingestion and structuring of financial information from documents.', 'expertise': ['OCR', 'document parsing', 'data extraction']}, 'ComplianceKYCAgent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Compliance & KYC Officer', 'description': 'Automates the essential checks required for client onboarding and ongoing monitoring.', 'expertise': ['KYC', 'AML', 'regulatory checks']}, 'MarketAlternativeDataAgent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Market & Alt-Data Analyst', 'description': 'Scans and ingests a wide spectrum of both structured and unstructured information from the public domain.', 'expertise': ['market data', 'alternative data', 'web scraping']}, 'InternalSystemsAgent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Internal Systems Connector', 'description': "Serves as the secure and reliable conduit to the financial institution's own internal systems of record.", 'expertise': ['internal data access', 'API integration']}}}, 'behavioral_economics_agent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Cognitive Bias Detector', 'description': 'Analyzes market data and user interactions for signs of cognitive biases and irrational behavior.', 'expertise': ['cognitive bias detection', 'behavioral analysis', 'market psychology'], 'bias_patterns': {'market': {'herding': ['everyone is buying', 'fear of missing out', 'FOMO'], 'recency_bias': ['recent performance', 'short-term trend']}, 'user': {'confirmation_bias': ['confirm my belief', 'evidence for my view']}}}, 'meta_cognitive_agent': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}, 'persona': 'Logical Consistency Guardian', 'description': 'Monitors the reasoning and outputs of other agents to ensure logical consistency, coherence, and alignment with core principles.', 'expertise': ['logical fallacy detection', 'consistency checking', 'reasoning validation'], 'logical_fallacies': {'appeal_to_authority': ['\\b(expert|authority|source) says\\b', '\\b(studies|research) shows?\\b'], 'hasty_generalization': ['\\b(always|never|everyone|no one) (is|are|does|do)\\b'], 'false_cause': ['\\b(happened after|coincidence|caused by)\\b']}, 'positive_keywords': ['\\b(strong buy|outperform|bullish|upward trend|high confidence|positive outlook)\\b'], 'negative_keywords': ['\\b(high risk|underperform|bearish|downward trend|low confidence|negative outlook|risky)\\b']}}, 'simulations': {'credit_rating_assessment': {'enabled': True, 'default_agents': ['fundamental_analysis_agent', 'risk_assessment_agent']}}, 'plugins': {'example_plugin': {'enabled': True, 'setting1': 'value1', 'setting2': 'value2'}}, 'default': {'communication_style': 'concise', 'knowledge_graph_integration': True, 'api_integration': True, 'update_frequency': 'daily', 'refinement_method': 'user_feedback', 'xai': {'enabled': True, 'method': 'shap'}, 'data_validation': {'enabled': True, 'rules': ['data_type_check', 'range_check', 'consistency_check']}, 'monitoring': {'enabled': True, 'metrics': ['response_time', 'accuracy', 'resource_usage']}}, 'skills': {'data_analysis': {'agents': ['market_sentiment_agent', 'macroeconomic_analysis_agent']}, 'risk_management': {'agents': ['risk_assessment_agent', 'geopolitical_risk_agent']}}, 'alerting': {'enabled': True, 'channels': ['email', 'sms', 'push_notification']}, 'communication': {'message_queue': {'enabled': True, 'host': 'localhost'}, 'api': {'enabled': True}}, 'user_preferences': None, 'updating': None, 'refinement': None, 'workflows': [{'name': 'investment_analysis_workflow', 'description': 'Analyze investment opportunities and generate recommendations.', 'trigger': 'user_query', 'steps': [{'agent': 'QueryUnderstandingAgent', 'input': 'user_query', 'output': 'relevant_agents', 'next_steps': [{'condition': 'len(relevant_agents) > 0', 'next_step': 'parallel_data_retrieval'}, {'condition': 'len(relevant_agents) == 0', 'next_step': 'handle_no_relevant_agents'}]}, {'name': 'parallel_data_retrieval', 'type': 'parallel', 'steps': [{'agent': '{agent}', 'input': 'user_query', 'output': '{agent}_data', 'loop_variable': 'agent', 'loop_source': 'relevant_agents'}]}, {'agent': 'ResultAggregationAgent', 'input': '{agent}_data', 'input_mapping': '[{% for agent in relevant_agents %}\n  {{ agent }}_data\n{%- if not loop.last -%}, {%- endif -%} {%- endfor -%}]', 'output': 'aggregated_results', 'next_step': 'newsletter_generation'}, {'agent': 'NewsletterLayoutSpecialistAgent', 'input': 'aggregated_results', 'output': 'newsletter_content', 'next_step': 'end'}, {'name': 'handle_no_relevant_agents', 'agent': 'QueryUnderstandingAgent', 'input': 'user_query', 'output': 'error_message', 'next_step': 'end'}, {'name': 'end', 'type': 'end'}]}, {'name': 'risk_assessment_workflow', 'description': 'Perform a comprehensive risk assessment.', 'trigger': 'risk_assessment_request', 'steps': [{'agent': 'QueryUnderstandingAgent', 'input': 'risk_assessment_request', 'output': 'relevant_risk_agents', 'next_steps': [{'condition': 'len(relevant_risk_agents) > 0', 'next_step': 'parallel_risk_analysis'}, {'condition': 'len(relevant_risk_agents) == 0', 'next_step': 'handle_no_relevant_agents'}]}, {'name': 'parallel_risk_analysis', 'type': 'parallel', 'steps': [{'agent': '{risk_agent}', 'input': 'risk_assessment_request', 'output': '{risk_agent}_risk_data', 'loop_variable': 'risk_agent', 'loop_source': 'relevant_risk_agents'}]}, {'agent': 'RiskAssessmentAgent', 'input': '{risk_agent}_risk_data', 'input_mapping': '[{% for risk_agent in relevant_risk_agents %}\n  {{ risk_agent }}_risk_data\n{%- if not loop.last -%}, {%- endif -%} {%- endfor -%}]', 'output': 'overall_risk_assessment', 'next_step': 'end'}, {'name': 'end', 'type': 'end'}]}, {'name': 'report_generation_workflow', 'description': 'Generate a report based on a user query.', 'trigger': 'user_query', 'steps': [{'agent': 'QueryUnderstandingAgent', 'input': 'user_query', 'output': 'relevant_agents', 'next_steps': [{'condition': 'len(relevant_agents) > 0', 'next_step': 'parallel_data_retrieval'}, {'condition': 'len(relevant_agents) == 0', 'next_step': 'handle_no_relevant_agents'}]}, {'name': 'parallel_data_retrieval', 'type': 'parallel', 'steps': [{'agent': '{agent}', 'input': 'user_query', 'output': '{agent}_data', 'loop_variable': 'agent', 'loop_source': 'relevant_agents'}]}, {'agent': 'ResultAggregationAgent', 'input': '{agent}_data', 'input_mapping': '[{% for agent in relevant_agents %}\n  {{ agent }}_data\n{%- if not loop.last -%}, {%- endif -%} {%- endfor -%}]', 'output': 'aggregated_results', 'next_step': 'generate_report'}, {'name': 'generate_report', 'agent': 'ReportGeneratorAgent', 'input': 'aggregated_results', 'output': 'final_report', 'next_step': 'end'}, {'name': 'handle_no_relevant_agents', 'agent': 'QueryUnderstandingAgent', 'input': 'user_query', 'output': 'error_message', 'next_step': 'end'}, {'name': 'end', 'type': 'end'}]}], 'financial_news_api': {'bloomberg': None, 'reuters': None}, 'social_media_api': {'twitter': {'consumer_key': None, 'consumer_secret': None, 'access_token': None, 'access_token_secret': None}, 'facebook': None}, 'government_stats_api': {'bea_api_key': None, 'bls_api_key': None}, 'market_data_api': {'iex_cloud': None, 'alpha_vantage': None}, 'agent_settings': {'agent_id': 'CACM_Builder_Agent_v1', 'interface_type': 'Conversational_LLM', 'llm_provider': 'VertexAI', 'llm_model': 'gemini-1.5-pro-latest', 'api_key_env_var': 'CACM_ADK_LLM_API_KEY', 'max_context_tokens': 8192, 'default_persona': 'Expert Credit Analyst Assistant'}, 'ontology_service': {'type': 'Remote', 'endpoint_uri': 'https://ontology.yourcorp.com/credit_analysis/v2.1/', 'authentication': 'API_Key', 'auth_key_env_var': 'ONTOLOGY_SERVICE_API_KEY', 'cache_duration_minutes': 60}, 'template_library': {'type': 'Git_Repository', 'repository_url': 'https://git.yourcorp.com/cacm-templates.git', 'branch': 'main', 'access_token_env_var': 'GIT_ACCESS_TOKEN', 'local_sync_path': '/app/data/templates/'}, 'validation_service': {'schema_endpoint': 'https://validators.yourcorp.com/cacm/schema/v2.1/validate', 'semantic_endpoint': 'https://validators.yourcorp.com/cacm/semantic/v2.1/validate'}, 'compute_catalog': {'type': 'API_Endpoint', 'endpoint_uri': 'https://infra.yourcorp.com/compute-capabilities/v1/catalog', 'authentication': 'Service_Account'}, 'default_output_format': 'JSON-LD', 'cacm_registry': {'type': 'API_Endpoint', 'endpoint_uri': 'https://registry.yourcorp.com/cacm/v1/', 'authentication': 'OAuth'}, 'permissions_service': {'endpoint_uri': 'https://auth.yourcorp.com/permissions/check'}, 'feature_flags': {'enable_advanced_workflow_suggestions': True, 'enable_auto_documentation': False, 'use_beta_ontology_terms': False}, 'errors': {'DataNotFoundError': {'code': 101, 'message': 'The requested data could not be found.'}, 'AgentNotFoundError': {'code': 102, 'message': 'The requested agent is not registered.'}, 'InvalidInputError': {'code': 103, 'message': 'The input provided is invalid or could not be processed.'}, 'ConfigurationError': {'code': 104, 'message': 'A configuration error occurred.'}, 'FileReadError': {'code': 105, 'message': 'An error occurred while reading a file.'}, 'WorkflowExecutionError': {'code': 106, 'message': 'An error occurred while running the workflow.'}, 'AgentExecutionError': {'code': 107, 'message': 'An error occurred while running the agent.'}, 'LLMPluginError': {'code': 108, 'message': 'An error occurred with the LLM Plugin.'}}, 'version': 1.0, 'entities': {'Company': {'properties': {'name': 'str', 'sector': 'str', 'financials': 'dict', 'risk_rating': 'str'}}, 'Market': {'properties': {'name': 'str', 'region': 'str', 'sentiment': 'str'}}, 'Individual': {'properties': {'name': 'str', 'role': 'str', 'expertise': 'list'}}, 'Financial_Instrument': {'properties': {'name': 'str', 'type': 'str', 'market_data': 'dict'}}, 'Economic_Indicator': {'properties': {'name': 'str', 'value': 'number', 'date': 'date'}}, 'News_and_Events': {'properties': {'title': 'str', 'description': 'str', 'date': 'date', 'impact': 'str'}}}, 'relationships': {'is_subsidiary_of': {'source': 'Company', 'target': 'Company'}, 'competes_with': {'source': 'Company', 'target': 'Company'}, 'is_related_to': {'source': 'Entity', 'target': 'Entity'}, 'impacts': {'source': 'Entity', 'target': 'Entity'}}, 'constraints': {'unique_company_name': {'entity': 'Company', 'property': 'name'}, 'valid_risk_ratings': {'entity': 'Company', 'property': 'risk_rating', 'values': ['low', 'medium', 'high']}}, 'provider': 'mock', 'openai_model_name': 'gpt-4-turbo-preview', 'openai_temperature': 0.7, 'openai_max_tokens': 4096, 'anthropic_model_name': 'claude-3-opus-20240229', 'gemini_model_name': 'gemini-1.5-pro-latest', 'cohere_model_name': 'command-r-plus', 'huggingface_model_name': 'google/flan-t5-large', 'huggingface_use_pipeline': True, 'huggingface_device_map': 'auto', 'mock_model_name': 'apex-architect-mock-v1', 'mock_latency_ms': 50, 'security_policies': {'enforce_https': True, 'mask_pii': True, 'log_prompts': False, 'max_cost_per_day': 50.0, 'alert_on_key_exposure': True}, 'human_oversight': {'require_approval_for': ['execute_trade', 'publish_report', 'wire_transfer'], 'notification_channel': 'slack-ops', 'escalation_contact': 'ciso@adam-finance.net'}, 'machine_parameters': {'max_retries': 3, 'timeout_seconds': 60, 'cache_ttl_seconds': 3600, 'circuit_breaker_threshold': 5}, 'template': 'default', 'styles': {'font_family': 'sans-serif', 'font_size': '12px', 'primary_color': '#007bff', 'secondary_color': '#6c757d'}, 'sections': {'market_mayhem': {'title': 'Market Mayhem', 'show_sentiment_chart': True, 'show_macro_indicators': True}, 'key_news_and_events': {'title': 'Key News & Events', 'max_items': 5}, 'top_investment_ideas': {'title': 'Top Investment Ideas', 'max_ideas': 3, 'show_risk_assessment': True}, 'notable_signals_and_rumors': {'title': 'Notable Signals & Rumors', 'max_items': 3}, 'policy_impact_geopolitical_outlook': {'title': 'Policy Impact & Geopolitical Outlook', 'show_geopolitical_risk_map': True}, 'disclaimer': {'text': 'The information and recommendations provided in this newsletter are for informational purposes only and should not be construed as financial advice. Investing involves risk, and you could lose money. Consult with a qualified financial advisor before making any investment decisions.'}, 'deals_and_corporate_actions': {'title': 'Deals & Corporate Actions', 'max_items': 3}, 'earnings_watch': {'title': 'Earnings Watch', 'max_items': 5}, 'thematic_deep_dive': {'title': 'Thematic Deep Dive', 'topic': 'Artificial Intelligence'}, 'fun_tidbits_and_quotes': {'title': 'Fun Tidbits & Quotes'}, 'quirky_sign_off': {'text': 'Stay curious, stay invested!'}}, 'report_style': 'formal', 'company_report': {'sections': ['company_overview', 'financial_summary', 'fundamental_analysis', 'technical_analysis', 'risk_assessment', 'investment_thesis'], 'financial_summary': {'metrics': ['revenue', 'earnings_per_share', 'debt_to_equity_ratio']}, 'fundamental_analysis': {'valuation_models': ['dcf', 'comparable_company_analysis']}, 'risk_assessment': {'risk_factors': ['market_risk', 'credit_risk', 'liquidity_risk']}}, 'industry_report': {'sections': ['industry_overview', 'key_trends', 'competitive_landscape', 'growth_drivers', 'risks_and_challenges'], 'key_trends': ['trend_1', 'trend_2', 'trend_3'], 'competitive_landscape': {'companies': ['company_a', 'company_b', 'company_c']}}}

tests/test_config_utils.py:102: AssertionError
_______________ TestConfigUtils.test_load_app_config_basic_merge _______________

self = <test_config_utils.TestConfigUtils testMethod=test_load_app_config_basic_merge>
mock_load_config_func = <MagicMock name='load_config' id='140687318846400'>

    @patch('core.utils.config_utils.load_config')
    def test_load_app_config_basic_merge(self, mock_load_config_func):
        def side_effect_loader(filepath):
            if 'api.yaml' in filepath:
                return {'api': {'host': 'test_host', 'port': 8080}}
            elif 'logging.yaml' in filepath:
                return {'logging': {'level': 'TEST_DEBUG'}}
            return {}

        mock_load_config_func.side_effect = side_effect_loader

        app_config = load_app_config()

        self.assertIn('api', app_config)
>       self.assertEqual(app_config['api']['host'], 'test_host')
E       AssertionError: '0.0.0.0' != 'test_host'
E       - 0.0.0.0
E       + test_host

tests/test_config_utils.py:78: AssertionError
________ TestConfigUtils.test_load_app_config_file_not_found_continues _________

self = <test_config_utils.TestConfigUtils testMethod=test_load_app_config_file_not_found_continues>
mock_load_config_func = <MagicMock name='load_config' id='140687319479024'>

    @patch('core.utils.config_utils.load_config')
    def test_load_app_config_file_not_found_continues(self, mock_load_config_func):
        def side_effect_loader(filepath):
            if 'config/api.yaml' == filepath:
                return None
            elif 'config/logging.yaml' == filepath:
                return {'logging': {'level': 'INFO_FROM_LOGGING_YAML'}}
            return {}

        mock_load_config_func.side_effect = side_effect_loader

>       with self.assertLogs(logger=None, level='WARNING') as cm:
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_config_utils.py:130:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/_log.py:84: in __exit__
    self._raiseFailure(
E   AssertionError: no logs of level WARNING or higher triggered on root
_________________ TestConfigUtils.test_load_config_empty_yaml __________________

self = <test_config_utils.TestConfigUtils testMethod=test_load_config_empty_yaml>

    def test_load_config_empty_yaml(self):
        filepath = self._create_temp_yaml_file("empty.yaml") # Creates an empty file
>       with self.assertLogs(logger=None, level='WARNING') as cm:
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_config_utils.py:51:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/_log.py:84: in __exit__
    self._raiseFailure(
E   AssertionError: no logs of level WARNING or higher triggered on root
________________ TestConfigUtils.test_load_config_invalid_yaml _________________

self = <test_config_utils.TestConfigUtils testMethod=test_load_config_invalid_yaml>

    def test_load_config_invalid_yaml(self):
        filepath = self._create_temp_yaml_file("invalid.yaml", content_str="key: value\n  bad_indent: - item1")
>       with self.assertLogs(logger=None, level='ERROR') as cm:
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_config_utils.py:58:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/_log.py:84: in __exit__
    self._raiseFailure(
E   AssertionError: no logs of level ERROR or higher triggered on root
______________ TestConfigUtils.test_load_config_non_existent_file ______________

self = <test_config_utils.TestConfigUtils testMethod=test_load_config_non_existent_file>

    def test_load_config_non_existent_file(self):
        # Logging is done to the root logger by default in config_utils
>       with self.assertLogs(logger=None, level='ERROR') as cm:
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_config_utils.py:44:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/_log.py:84: in __exit__
    self._raiseFailure(
E   AssertionError: no logs of level ERROR or higher triggered on root
___________________ TestCyclicalAgents.test_reflector_agent ____________________

self = <test_cyclical_agents.TestCyclicalAgents testMethod=test_reflector_agent>

    def test_reflector_agent(self):
        async def run_test():
            # Mock the MessageBroker
            with patch('core.system.v22_async.async_agent_base.MessageBroker') as MockMessageBroker:
                mock_broker_instance = MockMessageBroker.get_instance.return_value

                # Instantiate the agent
                agent = ReflectorAgent(config={})

                # Define a task
                task = {'payload': 'test'}

                # Execute the agent
                result = await agent.execute(task)

                # Assert the result
                self.assertEqual(result, task)

        # Run the async test
>       asyncio.run(run_test())

tests/test_cyclical_agents.py:29:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/asyncio/runners.py:195: in run
    return runner.run(main)
           ^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/asyncio/runners.py:118: in run
    return self._loop.run_until_complete(task)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/asyncio/base_events.py:691: in run_until_complete
    return future.result()
           ^^^^^^^^^^^^^^^
tests/test_cyclical_agents.py:26: in run_test
    self.assertEqual(result, task)
E   AssertionError: {'original_content_snippet': 'test...', 'cr[179 chars]ION'} != {'payload': 'test'}
E   + {'payload': 'test'}
E   - {'critique_notes': ['Content seems too brief for a detailed analysis.',
E   -                     'No explicit sources cited. Risk of hallucination.'],
E   -  'original_content_snippet': 'test...',
E   -  'quality_score': 6.5,
E   -  'verification_status': 'NEEDS_REVISION'}
_________________ TestDataRetrievalAgent.test_execute_kb_query _________________

self = <test_data_retrieval_agent.TestDataRetrievalAgent testMethod=test_execute_kb_query>
mock_load_config = <MagicMock name='load_config' id='140687318744912'>

    @patch('core.utils.config_utils.load_config')
    async def test_execute_kb_query(self, mock_load_config):
        mock_load_config.side_effect = [self.mock_config, {}]
        agent = DataRetrievalAgent(config={'knowledge_base': self.mock_kb})
        result = await agent.execute({'data_type': 'access_knowledge_base', 'query': 'test_key'})
>       self.assertEqual(result, "Test Value")
E       AssertionError: None != 'Test Value'

tests/test_data_retrieval_agent.py:86: AssertionError
_______________ TestDataRetrievalAgent.test_execute_risk_rating ________________

self = <test_data_retrieval_agent.TestDataRetrievalAgent testMethod=test_execute_risk_rating>
mock_load_data = <MagicMock name='load_data' id='140687318567152'>
mock_load_config = <MagicMock name='load_config' id='140687318275216'>

    @patch('core.utils.config_utils.load_config')
    @patch('core.utils.data_utils.load_data')
    async def test_execute_risk_rating(self, mock_load_data, mock_load_config):
        mock_load_config.side_effect = [self.mock_config, self.mock_data_sources] #return config then data_source
        mock_load_data.return_value = {"ABC": "low"}
        agent = DataRetrievalAgent(config=self.mock_config)
        result = await agent.execute({'data_type': 'get_risk_rating', 'company_id': 'ABC'})
>       self.assertEqual(result, "low")
E       AssertionError: None != 'low'

tests/test_data_retrieval_agent.py:78: AssertionError
_________________ TestDataRetrievalAgent.test_get_market_data __________________

self = <test_data_retrieval_agent.TestDataRetrievalAgent testMethod=test_get_market_data>
mock_load_data = <MagicMock name='load_data' id='140687318280976'>
mock_load_config = <MagicMock name='load_config' id='140687318285824'>

    @patch('core.utils.config_utils.load_config')
    @patch('core.utils.data_utils.load_data')
    def test_get_market_data(self, mock_load_data, mock_load_config):
        mock_load_config.side_effect = [self.mock_config, self.mock_data_sources]  # return config then data_source
        mock_load_data.return_value = {"market_trends":["test"]}
        agent = DataRetrievalAgent(config=self.mock_config)
        result = agent.get_market_data()
>       self.assertEqual(result, {"market_trends":["test"]})
E       AssertionError: None != {'market_trends': ['test']}

tests/test_data_retrieval_agent.py:68: AssertionError
______________ TestDataRetrievalAgent.test_get_risk_rating_found _______________

self = <test_data_retrieval_agent.TestDataRetrievalAgent testMethod=test_get_risk_rating_found>
mock_load_data = <MagicMock name='load_data' id='140687319236480'>
mock_load_config = <MagicMock name='load_config' id='140687319230528'>

    @patch('core.utils.config_utils.load_config')
    @patch('core.utils.data_utils.load_data') # Mock load_data
    def test_get_risk_rating_found(self, mock_load_data, mock_load_config):
        mock_load_config.side_effect = [self.mock_config, self.mock_data_sources] #return config then data_source
        mock_load_data.return_value = {"ABC": "low", "DEF": "medium"}  # Mocked data
        agent = DataRetrievalAgent(config=self.mock_config)
        rating = agent.get_risk_rating("ABC")
>       self.assertEqual(rating, "low")
E       AssertionError: None != 'low'

tests/test_data_retrieval_agent.py:36: AssertionError
______________ TestDataSources.test_get_financial_news_headlines _______________

self = <test_data_sources.TestDataSources testMethod=test_get_financial_news_headlines>
mock_get = <MagicMock name='get' id='140687320057376'>

    @patch('core.data_sources.data_sources.requests.get')
    def test_get_financial_news_headlines(self, mock_get):
        """Test fetching financial news headlines."""
        # Check if simulated data is being used
        if isinstance(self.data_sources.api_keys.get('financial_news_api'), dict) and \
           'simulated' in self.data_sources.api_keys['financial_news_api']:
            # Mock the API response with simulated data
            mock_response = Mock()
            mock_response.status_code = 200
            mock_response.json.return_value = {
                'articles': [
                    {'title': 'Tech Stock Soars on Earnings Report'},
                    {'title': 'Market Dips Amid Inflation Concerns'}
                ]
            }
            mock_get.return_value = mock_response
        else:
            # Use actual API keys and make real API calls
            pass  # No need to mock the response

>       headlines = self.data_sources.get_financial_news_headlines(source="bloomberg", keywords=["technology"])
                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_data_sources.py:43:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <core.data_sources.data_sources.DataSources object at 0x7ff451bcb770>
source = 'bloomberg', keywords = ['technology'], sentiment = None

    def get_financial_news_headlines(self, source="bloomberg", keywords=None, sentiment=None):
        if source == "bloomberg":
            #... (fetch and process news headlines from Bloomberg API)
            pass  # Placeholder for actual implementation
        #... (add more news sources)
>       return headlines
               ^^^^^^^^^
E       NameError: name 'headlines' is not defined

core/data_sources/data_sources.py:48: NameError
___________________ TestDataSources.test_get_historical_news ___________________

self = <test_data_sources.TestDataSources testMethod=test_get_historical_news>
mock_get = <MagicMock name='get' id='140687318572048'>

    @patch('core.data_sources.data_sources.requests.get')
    def test_get_historical_news(self, mock_get):
        """Test fetching historical news data."""
        #... (mock API response or use actual API based on configuration)

        historical_news = self.data_sources.get_historical_news(
            source="reuters", keywords=["inflation"], start_date="2023-01-01", end_date="2023-12-31"
        )
>       self.assertIsNotNone(historical_news)
E       AssertionError: unexpectedly None

tests/test_data_sources.py:56: AssertionError
_______________________ TestDataSources.test_get_tweets ________________________

self = <test_data_sources.TestDataSources testMethod=test_get_tweets>
mock_search_tweets = <MagicMock name='search_tweets' id='140687320056128'>

    @patch('core.data_sources.data_sources.tweepy.API.search_tweets')
    def test_get_tweets(self, mock_search_tweets):
        """Test fetching tweets from Twitter."""
        #... (mock API response or use actual API based on configuration)

        tweets = self.data_sources.get_tweets(query="$AAPL", sentiment="positive")
>       self.assertIsNotNone(tweets)
E       AssertionError: unexpectedly None

tests/test_data_sources.py:66: AssertionError
________________ TestDataUtils.test_load_data_unsupported_type _________________

self = <test_data_utils.TestDataUtils testMethod=test_load_data_unsupported_type>

    def test_load_data_unsupported_type(self):
        with self.assertRaises(InvalidInputError) as context:
>           load_data({"type": "unsupported", "path": "some_file.xyz"})

tests/test_data_utils.py:84:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

    def load_data(source_config: Dict[str, Any], cache: bool = True) -> Optional[Union[Dict[str, Any], List[Any]]]:
        """
        Loads data from a file (JSON or CSV) or a placeholder for an API, based on configuration.

        Args:
            source_config: A dictionary with 'type', 'path' (for files), 'provider' (for APIs).
            cache: Whether to use the in-memory cache.

        Returns:
            The loaded data, or None if an error occurs.
        """
        data_type = source_config.get("type")
        file_path = source_config.get("path")
        provider = source_config.get("provider")  # For API calls

        if data_type == "api":
            # Placeholder for API calls.  In a real implementation, you'd have separate
            # API client classes (as discussed before) to handle the specifics of each API.
            logging.warning("API data source not yet implemented. Returning placeholder data.")
            return _get_api_placeholder_data(source_config)  # Use a helper function

        if not file_path:
            logging.error("Invalid source configuration: 'path' is required for file-based sources.")
            raise InvalidInputError("Missing 'path' in source_config")

        file_path = Path(file_path)
        if not file_path.exists():
            logging.error(f"Data file not found: {file_path}")
>           raise FileReadError(str(file_path), "File not found")
E           core.system.error_handler.FileReadError: Error Code 105: Error reading file 'some_file.xyz': File not found

core/utils/data_utils.py:265: FileReadError
___________________ TestFinancialData.test_lakehouse_ingest ____________________

self = <test_financial_data.TestFinancialData testMethod=test_lakehouse_ingest>
mock_ticker_class = <MagicMock name='Ticker' id='140687318569072'>

    @patch('core.financial_data.lakehouse.yf.Ticker')
    def test_lakehouse_ingest(self, mock_ticker_class):
        # Mock Ticker
        mock_ticker = MagicMock()
        # Create a sample DataFrame
        data = {
            'Open': [100.0, 101.0],
            'High': [102.0, 103.0],
            'Low': [99.0, 100.0],
            'Close': [101.0, 102.0],
            'Volume': [1000, 2000],
            'Dividends': [0.0, 0.0],
            'Stock Splits': [0.0, 0.0]
        }
        index = pd.to_datetime(['2023-01-01', '2023-01-02'])
>       df = pd.DataFrame(data, index=index)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_financial_data.py:57:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/frame.py:782: in __init__
    mgr = dict_to_mgr(data, index, columns, dtype=dtype, copy=copy, typ=manager)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:503: in dict_to_mgr
    return arrays_to_mgr(arrays, columns, index, dtype=dtype, typ=typ, consolidate=copy)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:119: in arrays_to_mgr
    arrays, refs = _homogenize(arrays, index, dtype)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:630: in _homogenize
    com.require_length_match(val, index)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

data = array([100., 101.]), index = Index([], dtype='object')

    def require_length_match(data, index: Index) -> None:
        """
        Check the length of data matches the length of the index.
        """
        if len(data) != len(index):
>           raise ValueError(
                "Length of values "
                f"({len(data)}) "
                "does not match length of index "
                f"({len(index)})"
            )
E           ValueError: Length of values (2) does not match length of index (0)

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/common.py:573: ValueError
___________________ TestFinancialData.test_metadata_storage ____________________

self = <test_financial_data.TestFinancialData testMethod=test_metadata_storage>

    def test_metadata_storage(self):
        ticker = MarketTicker(symbol='AAPL', shortname='Apple', sector='Tech')
>       self.lakehouse.store_metadata([ticker])

tests/test_financial_data.py:88:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
core/financial_data/lakehouse.py:122: in store_metadata
    df = pd.DataFrame(data)
         ^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/frame.py:863: in __init__
    mgr = arrays_to_mgr(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:119: in arrays_to_mgr
    arrays, refs = _homogenize(arrays, index, dtype)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:630: in _homogenize
    com.require_length_match(val, index)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

data = array([], dtype=float64), index = RangeIndex(start=0, stop=1, step=1)

    def require_length_match(data, index: Index) -> None:
        """
        Check the length of data matches the length of the index.
        """
        if len(data) != len(index):
>           raise ValueError(
                "Length of values "
                f"({len(data)}) "
                "does not match length of index "
                f"({len(index)})"
            )
E           ValueError: Length of values (0) does not match length of index (1)

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/common.py:573: ValueError
_____________________ TestGoldStandard.test_qa_validation ______________________

self = <test_gold_standard.TestGoldStandard testMethod=test_qa_validation>

    def test_qa_validation(self):
        try:
            import pandera
        except ImportError:
            self.skipTest("Pandera not installed")

        df = pd.DataFrame({
            'Open': [100.0], 'High': [105.0], 'Low': [95.0], 'Close': [100.0], 'Volume': [1000.0]
        }, index=pd.to_datetime(['2023-01-01']))
        df.index.name = "Date"

        # Should pass
        try:
>           validate_dataframe(df)

tests/test_gold_standard.py:48:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
core/gold_standard/qa.py:53: in validate_dataframe
    raise e
core/gold_standard/qa.py:50: in validate_dataframe
    return schema.validate(df)
           ^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandera/api/pandas/container.py:117: in validate
    return self._validate(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandera/api/pandas/container.py:137: in _validate
    return self.get_backend(check_obj).validate(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandera/backends/pandas/container.py:105: in validate
    error_handler = self.run_checks_and_handle_errors(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandera/backends/pandas/container.py:171: in run_checks_and_handle_errors
    results = check(*args)
              ^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandera/backends/pandas/container.py:227: in run_schema_component_checks
    result = schema_component.validate(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandera/api/dataframe/components.py:148: in validate
    return self.get_backend(check_obj).validate(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandera/backends/pandas/components.py:112: in validate
    check_obj[column_name] = check_obj[column_name].fillna(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/generic.py:7316: in fillna
    value, method = validate_fillna_kwargs(value, method)
                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

value = None, method = None, validate_scalar_dict_value = True

    def validate_fillna_kwargs(value, method, validate_scalar_dict_value: bool = True):
        """
        Validate the keyword arguments to 'fillna'.

        This checks that exactly one of 'value' and 'method' is specified.
        If 'method' is specified, this validates that it's a valid method.

        Parameters
        ----------
        value, method : object
            The 'value' and 'method' keyword arguments for 'fillna'.
        validate_scalar_dict_value : bool, default True
            Whether to validate that 'value' is a scalar or dict. Specifically,
            validate that it is not a list or tuple.

        Returns
        -------
        value, method : object
        """
        from pandas.core.missing import clean_fill_method

        if value is None and method is None:
>           raise ValueError("Must specify a fill 'value' or 'method'.")
E           ValueError: Must specify a fill 'value' or 'method'.

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/util/_validators.py:293: ValueError

During handling of the above exception, another exception occurred:

self = <test_gold_standard.TestGoldStandard testMethod=test_qa_validation>

    def test_qa_validation(self):
        try:
            import pandera
        except ImportError:
            self.skipTest("Pandera not installed")

        df = pd.DataFrame({
            'Open': [100.0], 'High': [105.0], 'Low': [95.0], 'Close': [100.0], 'Volume': [1000.0]
        }, index=pd.to_datetime(['2023-01-01']))
        df.index.name = "Date"

        # Should pass
        try:
            validate_dataframe(df)
        except Exception as e:
>           self.fail(f"Validation raised validation error: {e}")
E           AssertionError: Validation raised validation error: Must specify a fill 'value' or 'method'.

tests/test_gold_standard.py:50: AssertionError
_______________ TestHistoricalLoader.test_fetch_history_multiple _______________

self = <test_historical_loader.TestHistoricalLoader testMethod=test_fetch_history_multiple>
mock_download = <MagicMock name='download' id='140687316825296'>

    @patch('core.market_data.historical_loader.yf.download')
    def test_fetch_history_multiple(self, mock_download):
        # Mock multiple ticker response (MultiIndex columns)
        # Columns: (Price, Ticker)
        index = pd.to_datetime(['2023-01-01', '2023-01-02'])
        columns = pd.MultiIndex.from_product([['AAPL', 'MSFT'], ['Open', 'Close']], names=['Ticker', 'Price'])
        data = [[100, 101, 200, 201], [102, 103, 202, 203]]
>       df_mock = pd.DataFrame(data, index=index, columns=columns)
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_historical_loader.py:47:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/frame.py:863: in __init__
    mgr = arrays_to_mgr(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:119: in arrays_to_mgr
    arrays, refs = _homogenize(arrays, index, dtype)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:630: in _homogenize
    com.require_length_match(val, index)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

data = array([100, 102]), index = Index([], dtype='object')

    def require_length_match(data, index: Index) -> None:
        """
        Check the length of data matches the length of the index.
        """
        if len(data) != len(index):
>           raise ValueError(
                "Length of values "
                f"({len(data)}) "
                "does not match length of index "
                f"({len(index)})"
            )
E           ValueError: Length of values (2) does not match length of index (0)

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/common.py:573: ValueError
________________ TestHistoricalLoader.test_fetch_history_single ________________

self = <test_historical_loader.TestHistoricalLoader testMethod=test_fetch_history_single>
mock_download = <MagicMock name='download' id='140687316745200'>

    @patch('core.market_data.historical_loader.yf.download')
    def test_fetch_history_single(self, mock_download):
        # Mock single ticker response
        data = {
            'Open': [100.0, 101.0],
            'High': [102.0, 103.0],
            'Low': [99.0, 100.0],
            'Close': [101.0, 102.0],
            'Volume': [1000, 2000],
            'Adj Close': [101.0, 102.0]
        }
>       df_mock = pd.DataFrame(data, index=pd.to_datetime(['2023-01-01', '2023-01-02']))
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_historical_loader.py:30:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/frame.py:782: in __init__
    mgr = dict_to_mgr(data, index, columns, dtype=dtype, copy=copy, typ=manager)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:503: in dict_to_mgr
    return arrays_to_mgr(arrays, columns, index, dtype=dtype, typ=typ, consolidate=copy)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:119: in arrays_to_mgr
    arrays, refs = _homogenize(arrays, index, dtype)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:630: in _homogenize
    com.require_length_match(val, index)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

data = array([100., 101.]), index = Index([], dtype='object')

    def require_length_match(data, index: Index) -> None:
        """
        Check the length of data matches the length of the index.
        """
        if len(data) != len(index):
>           raise ValueError(
                "Length of values "
                f"({len(data)}) "
                "does not match length of index "
                f"({len(index)})"
            )
E           ValueError: Length of values (2) does not match length of index (0)

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/common.py:573: ValueError
__________________ TestHistoricalLoader.test_save_to_parquet ___________________

self = <test_historical_loader.TestHistoricalLoader testMethod=test_save_to_parquet>

    def test_save_to_parquet(self):
        data = {
            'Date': pd.to_datetime(['2023-01-01']),
            'Ticker': ['AAPL'],
            'Open': [100.0],
            'High': [105.0],
            'Low': [95.0],
            'Close': [102.0],
            'Volume': [1000000.0]
        }
>       df = pd.DataFrame(data)
             ^^^^^^^^^^^^^^^^^^

tests/test_historical_loader.py:90:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/frame.py:782: in __init__
    mgr = dict_to_mgr(data, index, columns, dtype=dtype, copy=copy, typ=manager)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:503: in dict_to_mgr
    return arrays_to_mgr(arrays, columns, index, dtype=dtype, typ=typ, consolidate=copy)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:119: in arrays_to_mgr
    arrays, refs = _homogenize(arrays, index, dtype)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:630: in _homogenize
    com.require_length_match(val, index)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

data = array([], dtype=float64), index = RangeIndex(start=0, stop=1, step=1)

    def require_length_match(data, index: Index) -> None:
        """
        Check the length of data matches the length of the index.
        """
        if len(data) != len(index):
>           raise ValueError(
                "Length of values "
                f"({len(data)}) "
                "does not match length of index "
                f"({len(index)})"
            )
E           ValueError: Length of values (0) does not match length of index (1)

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/common.py:573: ValueError
___________________ TestHistoricalLoader.test_validate_data ____________________

self = <test_historical_loader.TestHistoricalLoader testMethod=test_validate_data>

    def test_validate_data(self):
        # Create valid dataframe
        data = {
            'Date': pd.to_datetime(['2023-01-01']),
            'Ticker': ['AAPL'],
            'Open': [100.0],
            'High': [105.0],
            'Low': [95.0],
            'Close': [102.0],
            'Volume': [1000000.0]
        }
>       df = pd.DataFrame(data)
             ^^^^^^^^^^^^^^^^^^

tests/test_historical_loader.py:76:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/frame.py:782: in __init__
    mgr = dict_to_mgr(data, index, columns, dtype=dtype, copy=copy, typ=manager)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:503: in dict_to_mgr
    return arrays_to_mgr(arrays, columns, index, dtype=dtype, typ=typ, consolidate=copy)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:119: in arrays_to_mgr
    arrays, refs = _homogenize(arrays, index, dtype)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/internals/construction.py:630: in _homogenize
    com.require_length_match(val, index)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

data = array([], dtype=float64), index = RangeIndex(start=0, stop=1, step=1)

    def require_length_match(data, index: Index) -> None:
        """
        Check the length of data matches the length of the index.
        """
        if len(data) != len(index):
>           raise ValueError(
                "Length of values "
                f"({len(data)}) "
                "does not match length of index "
                f"({len(index)})"
            )
E           ValueError: Length of values (0) does not match length of index (1)

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandas/core/common.py:573: ValueError
____________________ TestInstitutionalRadar.test_analytics _____________________

self = <test_institutional_radar.TestInstitutionalRadar testMethod=test_analytics>

    def test_analytics(self):
        analytics = InstitutionalRadarAnalytics(self.session)
        # Mocking data via analytics requires data in DB.
        # Since ingestion mock puts data, we can try to query it.
        # But ingestion mock in 'ingestion.py' might not insert meaningful data for analytics
        # if the XML parsing returns empty or dummy.
        # Let's manually insert a holding for testing analytics.

        # We need a filing first
        from core.institutional_radar.database import FilingEventDB, HoldingDetailDB
        from datetime import date
        import uuid

        filing_id = uuid.uuid4()
        fe = FilingEventDB(
            filing_id=filing_id,
            cik='0000000001',
            report_period=date(2025, 9, 30),
            filing_date=date(2025, 11, 14),
            accession_number='000-000',
            is_amendment=False
        )
        self.session.add(fe)

        hd = HoldingDetailDB(
            holding_id=uuid.uuid4(),
            filing_id=filing_id,
            cusip='AAPL',
            shares=1000,
            value=200000,
            put_call=None
        )
        self.session.add(hd)
        self.session.commit()

        # Run Analytics
        df = analytics.get_quarterly_holdings(2025, 3)
        self.assertFalse(df.empty)
>       self.assertEqual(len(df), 1)
E       AssertionError: 2 != 1

tests/test_institutional_radar.py:78: AssertionError
____________ TestInteractionLoop.test_process_input_agent_not_found ____________

self = <test_interaction_loop.TestInteractionLoop testMethod=test_process_input_agent_not_found>

    def setUp(self):
        self.mock_config = {
            "interaction_loop": {
                "max_iterations": 5,
                "reprompt_strategy": "retry"
             },
            "agents": {
                "QueryUnderstandingAgent": {}, "DataRetrievalAgent": {}, "ResultAggregationAgent": {}
            }
        }
>       self.mock_orchestrator = MagicMock(spec=AgentOrchestrator)
                                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_interaction_loop.py:25:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:2139: in __init__
    _safe_super(MagicMixin, self).__init__(*args, **kw)
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:1121: in __init__
    _safe_super(CallableMixin, self).__init__(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:460: in __init__
    self._mock_add_spec(spec, spec_set, _spec_as_instance, _eat_self)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <[AttributeError('_mock_methods') raised in repr()] MagicMock object at 0x7ff450ea8c20>
spec = <MagicMock name='mock.AgentOrchestrator' id='140687387221920'>
spec_set = None, _spec_as_instance = False, _eat_self = False

    def _mock_add_spec(self, spec, spec_set, _spec_as_instance=False,
                       _eat_self=False):
        if _is_instance_mock(spec):
>           raise InvalidSpecError(f'Cannot spec a Mock object. [object={spec!r}]')
E           unittest.mock.InvalidSpecError: Cannot spec a Mock object. [object=<MagicMock name='mock.AgentOrchestrator' id='140687387221920'>]

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:511: InvalidSpecError
____________ TestInteractionLoop.test_process_input_data_not_found _____________

self = <test_interaction_loop.TestInteractionLoop testMethod=test_process_input_data_not_found>

    def setUp(self):
        self.mock_config = {
            "interaction_loop": {
                "max_iterations": 5,
                "reprompt_strategy": "retry"
             },
            "agents": {
                "QueryUnderstandingAgent": {}, "DataRetrievalAgent": {}, "ResultAggregationAgent": {}
            }
        }
>       self.mock_orchestrator = MagicMock(spec=AgentOrchestrator)
                                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_interaction_loop.py:25:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:2139: in __init__
    _safe_super(MagicMixin, self).__init__(*args, **kw)
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:1121: in __init__
    _safe_super(CallableMixin, self).__init__(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:460: in __init__
    self._mock_add_spec(spec, spec_set, _spec_as_instance, _eat_self)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <[AttributeError('_mock_methods') raised in repr()] MagicMock object at 0x7ff4519c4c80>
spec = <MagicMock name='mock.AgentOrchestrator' id='140687387221920'>
spec_set = None, _spec_as_instance = False, _eat_self = False

    def _mock_add_spec(self, spec, spec_set, _spec_as_instance=False,
                       _eat_self=False):
        if _is_instance_mock(spec):
>           raise InvalidSpecError(f'Cannot spec a Mock object. [object={spec!r}]')
E           unittest.mock.InvalidSpecError: Cannot spec a Mock object. [object=<MagicMock name='mock.AgentOrchestrator' id='140687387221920'>]

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:511: InvalidSpecError
____________ TestInteractionLoop.test_process_input_invalid_command ____________

self = <test_interaction_loop.TestInteractionLoop testMethod=test_process_input_invalid_command>

    def setUp(self):
        self.mock_config = {
            "interaction_loop": {
                "max_iterations": 5,
                "reprompt_strategy": "retry"
             },
            "agents": {
                "QueryUnderstandingAgent": {}, "DataRetrievalAgent": {}, "ResultAggregationAgent": {}
            }
        }
>       self.mock_orchestrator = MagicMock(spec=AgentOrchestrator)
                                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_interaction_loop.py:25:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:2139: in __init__
    _safe_super(MagicMixin, self).__init__(*args, **kw)
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:1121: in __init__
    _safe_super(CallableMixin, self).__init__(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:460: in __init__
    self._mock_add_spec(spec, spec_set, _spec_as_instance, _eat_self)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <[AttributeError('_mock_methods') raised in repr()] MagicMock object at 0x7ff4519c5d30>
spec = <MagicMock name='mock.AgentOrchestrator' id='140687387221920'>
spec_set = None, _spec_as_instance = False, _eat_self = False

    def _mock_add_spec(self, spec, spec_set, _spec_as_instance=False,
                       _eat_self=False):
        if _is_instance_mock(spec):
>           raise InvalidSpecError(f'Cannot spec a Mock object. [object={spec!r}]')
E           unittest.mock.InvalidSpecError: Cannot spec a Mock object. [object=<MagicMock name='mock.AgentOrchestrator' id='140687387221920'>]

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:511: InvalidSpecError
_______________ TestInteractionLoop.test_process_input_kb_query ________________

self = <test_interaction_loop.TestInteractionLoop testMethod=test_process_input_kb_query>

    def setUp(self):
        self.mock_config = {
            "interaction_loop": {
                "max_iterations": 5,
                "reprompt_strategy": "retry"
             },
            "agents": {
                "QueryUnderstandingAgent": {}, "DataRetrievalAgent": {}, "ResultAggregationAgent": {}
            }
        }
>       self.mock_orchestrator = MagicMock(spec=AgentOrchestrator)
                                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_interaction_loop.py:25:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:2139: in __init__
    _safe_super(MagicMixin, self).__init__(*args, **kw)
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:1121: in __init__
    _safe_super(CallableMixin, self).__init__(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:460: in __init__
    self._mock_add_spec(spec, spec_set, _spec_as_instance, _eat_self)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <[AttributeError('_mock_methods') raised in repr()] MagicMock object at 0x7ff4519d8920>
spec = <MagicMock name='mock.AgentOrchestrator' id='140687387221920'>
spec_set = None, _spec_as_instance = False, _eat_self = False

    def _mock_add_spec(self, spec, spec_set, _spec_as_instance=False,
                       _eat_self=False):
        if _is_instance_mock(spec):
>           raise InvalidSpecError(f'Cannot spec a Mock object. [object={spec!r}]')
E           unittest.mock.InvalidSpecError: Cannot spec a Mock object. [object=<MagicMock name='mock.AgentOrchestrator' id='140687387221920'>]

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:511: InvalidSpecError
____________ TestInteractionLoop.test_process_input_multiple_agents ____________

self = <test_interaction_loop.TestInteractionLoop testMethod=test_process_input_multiple_agents>

    def setUp(self):
        self.mock_config = {
            "interaction_loop": {
                "max_iterations": 5,
                "reprompt_strategy": "retry"
             },
            "agents": {
                "QueryUnderstandingAgent": {}, "DataRetrievalAgent": {}, "ResultAggregationAgent": {}
            }
        }
>       self.mock_orchestrator = MagicMock(spec=AgentOrchestrator)
                                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_interaction_loop.py:25:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:2139: in __init__
    _safe_super(MagicMixin, self).__init__(*args, **kw)
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:1121: in __init__
    _safe_super(CallableMixin, self).__init__(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:460: in __init__
    self._mock_add_spec(spec, spec_set, _spec_as_instance, _eat_self)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <[AttributeError('_mock_methods') raised in repr()] MagicMock object at 0x7ff4519daff0>
spec = <MagicMock name='mock.AgentOrchestrator' id='140687387221920'>
spec_set = None, _spec_as_instance = False, _eat_self = False

    def _mock_add_spec(self, spec, spec_set, _spec_as_instance=False,
                       _eat_self=False):
        if _is_instance_mock(spec):
>           raise InvalidSpecError(f'Cannot spec a Mock object. [object={spec!r}]')
E           unittest.mock.InvalidSpecError: Cannot spec a Mock object. [object=<MagicMock name='mock.AgentOrchestrator' id='140687387221920'>]

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:511: InvalidSpecError
______________ TestInteractionLoop.test_process_input_risk_query _______________

self = <test_interaction_loop.TestInteractionLoop testMethod=test_process_input_risk_query>

    def setUp(self):
        self.mock_config = {
            "interaction_loop": {
                "max_iterations": 5,
                "reprompt_strategy": "retry"
             },
            "agents": {
                "QueryUnderstandingAgent": {}, "DataRetrievalAgent": {}, "ResultAggregationAgent": {}
            }
        }
>       self.mock_orchestrator = MagicMock(spec=AgentOrchestrator)
                                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_interaction_loop.py:25:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:2139: in __init__
    _safe_super(MagicMixin, self).__init__(*args, **kw)
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:1121: in __init__
    _safe_super(CallableMixin, self).__init__(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:460: in __init__
    self._mock_add_spec(spec, spec_set, _spec_as_instance, _eat_self)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <[AttributeError('_mock_methods') raised in repr()] MagicMock object at 0x7ff4519da390>
spec = <MagicMock name='mock.AgentOrchestrator' id='140687387221920'>
spec_set = None, _spec_as_instance = False, _eat_self = False

    def _mock_add_spec(self, spec, spec_set, _spec_as_instance=False,
                       _eat_self=False):
        if _is_instance_mock(spec):
>           raise InvalidSpecError(f'Cannot spec a Mock object. [object={spec!r}]')
E           unittest.mock.InvalidSpecError: Cannot spec a Mock object. [object=<MagicMock name='mock.AgentOrchestrator' id='140687387221920'>]

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:511: InvalidSpecError
_______________ TestInteractionLoop.test_process_input_updatekb ________________

self = <test_interaction_loop.TestInteractionLoop testMethod=test_process_input_updatekb>

    def setUp(self):
        self.mock_config = {
            "interaction_loop": {
                "max_iterations": 5,
                "reprompt_strategy": "retry"
             },
            "agents": {
                "QueryUnderstandingAgent": {}, "DataRetrievalAgent": {}, "ResultAggregationAgent": {}
            }
        }
>       self.mock_orchestrator = MagicMock(spec=AgentOrchestrator)
                                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_interaction_loop.py:25:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:2139: in __init__
    _safe_super(MagicMixin, self).__init__(*args, **kw)
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:1121: in __init__
    _safe_super(CallableMixin, self).__init__(
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:460: in __init__
    self._mock_add_spec(spec, spec_set, _spec_as_instance, _eat_self)
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <[AttributeError('_mock_methods') raised in repr()] MagicMock object at 0x7ff4519db560>
spec = <MagicMock name='mock.AgentOrchestrator' id='140687387221920'>
spec_set = None, _spec_as_instance = False, _eat_self = False

    def _mock_add_spec(self, spec, spec_set, _spec_as_instance=False,
                       _eat_self=False):
        if _is_instance_mock(spec):
>           raise InvalidSpecError(f'Cannot spec a Mock object. [object={spec!r}]')
E           unittest.mock.InvalidSpecError: Cannot spec a Mock object. [object=<MagicMock name='mock.AgentOrchestrator' id='140687387221920'>]

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:511: InvalidSpecError
________________ TestKnowledgeBase.test_query_case_insensitive _________________

self = <test_knowledge_base.TestKnowledgeBase testMethod=test_query_case_insensitive>

    def test_query_case_insensitive(self):
        self.kb.update("TeSt_KeY", "test_value")
        result = self.kb.query("test_key")
>       self.assertEqual(result, "test_value")
E       AssertionError: <MagicMock name='mock.KnowledgeBase().query()' id='140687317944992'> != 'test_value'

tests/test_knowledge_base.py:29: AssertionError
__________________ TestKnowledgeBase.test_query_existing_key ___________________

self = <test_knowledge_base.TestKnowledgeBase testMethod=test_query_existing_key>

    def test_query_existing_key(self):
        self.kb.update("test_key", "test_value")
        result = self.kb.query("test_key")
>       self.assertEqual(result, "test_value")
E       AssertionError: <MagicMock name='mock.KnowledgeBase().query()' id='140687317944992'> != 'test_value'

tests/test_knowledge_base.py:14: AssertionError
_________________ TestKnowledgeBase.test_query_nonexistent_key _________________

self = <test_knowledge_base.TestKnowledgeBase testMethod=test_query_nonexistent_key>

    def test_query_nonexistent_key(self):
        result = self.kb.query("nonexistent_key")
>       self.assertIsNone(result)
E       AssertionError: <MagicMock name='mock.KnowledgeBase().query()' id='140687317944992'> is not None

tests/test_knowledge_base.py:18: AssertionError
________________________ TestKnowledgeBase.test_update _________________________

self = <test_knowledge_base.TestKnowledgeBase testMethod=test_update>

    def test_update(self):
        self.kb.update("test_key", "initial_value")
        self.kb.update("test_key", "updated_value")
        result = self.kb.query("test_key")
>       self.assertEqual(result, "updated_value")
E       AssertionError: <MagicMock name='mock.KnowledgeBase().query()' id='140687317944992'> != 'updated_value'

tests/test_knowledge_base.py:24: AssertionError
____________________ TestCoreApiSecurity.test_error_leakage ____________________

self = <test_legacy_api_security.TestCoreApiSecurity testMethod=test_error_leakage>

    def setUp(self):
>       self.app = app.test_client()
                   ^^^^^^^^^^^^^^^^^

tests/test_legacy_api_security.py:23:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <Flask 'legacy_api'>, use_cookies = True, kwargs = {}, cls = None

    def test_client(self, use_cookies: bool = True, **kwargs: t.Any) -> FlaskClient:
        """Creates a test client for this application.  For information
        about unit testing head over to :doc:`/testing`.

        Note that if you are testing for assertions or exceptions in your
        application code, you must set ``app.testing = True`` in order for the
        exceptions to propagate to the test client.  Otherwise, the exception
        will be handled by the application (not visible to the test client) and
        the only indication of an AssertionError or other exception will be a
        500 status code response to the test client.  See the :attr:`testing`
        attribute.  For example::

            app.testing = True
            client = app.test_client()

        The test client can be used in a ``with`` block to defer the closing down
        of the context until the end of the ``with`` block.  This is useful if
        you want to access the context locals for testing::

            with app.test_client() as c:
                rv = c.get('/?vodka=42')
                assert request.args['vodka'] == '42'

        Additionally, you may pass optional keyword arguments that will then
        be passed to the application's :attr:`test_client_class` constructor.
        For example::

            from flask.testing import FlaskClient

            class CustomClient(FlaskClient):
                def __init__(self, *args, **kwargs):
                    self._authentication = kwargs.pop("authentication")
                    super(CustomClient,self).__init__( *args, **kwargs)

            app.test_client_class = CustomClient
            client = app.test_client(authentication='Basic ....')

        See :class:`~flask.testing.FlaskClient` for more information.

        .. versionchanged:: 0.4
           added support for ``with`` block usage for the client.

        .. versionadded:: 0.7
           The `use_cookies` parameter was added as well as the ability
           to override the client to be used by setting the
           :attr:`test_client_class` attribute.

        .. versionchanged:: 0.11
           Added `**kwargs` to support passing additional keyword arguments to
           the constructor of :attr:`test_client_class`.
        """
        cls = self.test_client_class
        if cls is None:
>           from .testing import FlaskClient as cls
E           ModuleNotFoundError: No module named 'flask.testing'; 'flask' is not a package

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/flask/app.py:722: ModuleNotFoundError
_______________ TestDataFetcher.test_fetch_historical_data_daily _______________

self = <test_live_data_fetcher.TestDataFetcher testMethod=test_fetch_historical_data_daily>

    def test_fetch_historical_data_daily(self):
        print(f"\nTesting fetch_historical_data (daily) for {self.ticker}...")
        data = self.fetcher.fetch_historical_data(self.ticker, period="5d", interval="1d")
        print(f"Data received: {len(data)} records")

        self.assertIsInstance(data, list)
>       self.assertTrue(data, "Historical data (daily) is empty")
E       AssertionError: [] is not true : Historical data (daily) is empty

tests/test_live_data_fetcher.py:31: AssertionError
----------------------------- Captured stdout call -----------------------------

Testing fetch_historical_data (daily) for SPY...
Data received: 0 records
_____________ TestDataFetcher.test_fetch_historical_data_intraday ______________

self = <test_live_data_fetcher.TestDataFetcher testMethod=test_fetch_historical_data_intraday>

    def test_fetch_historical_data_intraday(self):
        print(f"\nTesting fetch_historical_data (intraday) for {self.ticker}...")
        # 1m data for 1d
        data = self.fetcher.fetch_historical_data(self.ticker, period="1d", interval="1h")
        print(f"Data received: {len(data)} records")

        self.assertIsInstance(data, list)
>       self.assertTrue(data, "Historical data (intraday) is empty")
E       AssertionError: [] is not true : Historical data (intraday) is empty

tests/test_live_data_fetcher.py:43: AssertionError
----------------------------- Captured stdout call -----------------------------

Testing fetch_historical_data (intraday) for SPY...
Data received: 0 records
___________ TestPoliticalLandscapeLoader.test_load_landscape_failure ___________

self = <test_political_landscape.TestPoliticalLandscapeLoader testMethod=test_load_landscape_failure>
mock_get = <MagicMock name='get' id='140687307605584'>

    @patch('core.data_sources.political_landscape.requests.get')
    def test_load_landscape_failure(self, mock_get):
        # Simulate network error
        mock_get.side_effect = Exception("Network Down")

        loader = PoliticalLandscapeLoader()
        landscape = loader.load_landscape()

        self.assertIn("US", landscape)
        # Should fall back to default data
>       self.assertIn("Executive orders on energy production.", landscape["US"]["recent_developments"][0])
E       AssertionError: 'Executive orders on energy production.' not found in '[White House] Fact Sheet: President Donald J. Trump Takes Action to Win the 6G Race'

tests/test_political_landscape.py:82: AssertionError
___________ TestPoliticalLandscapeLoader.test_load_landscape_success ___________

self = <test_political_landscape.TestPoliticalLandscapeLoader testMethod=test_load_landscape_success>
mock_get = <MagicMock name='get' id='140687318063376'>

    @patch('core.data_sources.political_landscape.requests.get')
    def test_load_landscape_success(self, mock_get):
        # Mock Reuters response
        mock_response_reuters = MagicMock()
        mock_response_reuters.status_code = 200
        mock_response_reuters.text = """
        <html>
            <body>
                <h3>Political Article 1 - A very long headline for testing purposes</h3>
                <h3>Political Article 2 - Another very long headline for testing purposes</h3>
            </body>
        </html>
        """

        # Mock White House response
        mock_response_wh = MagicMock()
        mock_response_wh.status_code = 200
        mock_response_wh.text = """
        <html>
            <body>
                <h2 class="news-item__title">WH Update 1: Official Statement</h2>
            </body>
        </html>
        """

        # Set up side_effect for requests.get to return different responses based on URL
        def side_effect(url, headers=None, timeout=None):
            if "reuters" in url:
                return mock_response_reuters
            elif "whitehouse" in url:
                return mock_response_wh
            return MagicMock(status_code=404)

        mock_get.side_effect = side_effect

        loader = PoliticalLandscapeLoader()
        landscape = loader.load_landscape()

        self.assertIn("US", landscape)
        self.assertEqual(landscape["US"]["president"], "Donald Trump")
        self.assertEqual(landscape["US"]["party"], "Republican")

        # Verify Context Layering
        self.assertIn("context_layering", landscape["US"])
        self.assertEqual(landscape["US"]["context_layering"]["historical_context"]["previous_administration"]["president"], "Joe Biden")

        # Verify Geopolitical Dynamics
        self.assertIn("geopolitical_dynamics", landscape["US"])
        self.assertIn("US_China_Decoupling", landscape["US"]["geopolitical_dynamics"])

        # Verify Impact Ledger
        ledger = landscape["US"]["geopolitical_dynamics"]["US_China_Decoupling"]["impact_ledger"]
        self.assertIn("first_order", ledger)
        self.assertIn("second_order", ledger)
        self.assertIn("third_order", ledger)

        # Check if developments were scraped
        developments = landscape["US"]["recent_developments"]

        # We expect formatted strings like "[Reuters] ..."
>       self.assertTrue(any("Political Article 1" in d for d in developments))
E       AssertionError: False is not true

tests/test_political_landscape.py:69: AssertionError
______________ TestResultAggregationAgent.test_execute_empty_list ______________

self = <test_result_aggregation_agent.TestResultAggregationAgent testMethod=test_execute_empty_list>

    def setUp(self):
>       self.agent = ResultAggregationAgent()
                     ^^^^^^^^^^^^^^^^^^^^^^^^
E       TypeError: ResultAggregationAgent.__init__() missing 1 required positional argument: 'config'

tests/test_result_aggregation_agent.py:10: TypeError
_____________ TestResultAggregationAgent.test_execute_mixed_types ______________

self = <test_result_aggregation_agent.TestResultAggregationAgent testMethod=test_execute_mixed_types>

    def setUp(self):
>       self.agent = ResultAggregationAgent()
                     ^^^^^^^^^^^^^^^^^^^^^^^^
E       TypeError: ResultAggregationAgent.__init__() missing 1 required positional argument: 'config'

tests/test_result_aggregation_agent.py:10: TypeError
___________ TestResultAggregationAgent.test_execute_multiple_results ___________

self = <test_result_aggregation_agent.TestResultAggregationAgent testMethod=test_execute_multiple_results>

    def setUp(self):
>       self.agent = ResultAggregationAgent()
                     ^^^^^^^^^^^^^^^^^^^^^^^^
E       TypeError: ResultAggregationAgent.__init__() missing 1 required positional argument: 'config'

tests/test_result_aggregation_agent.py:10: TypeError
____________ TestResultAggregationAgent.test_execute_single_result _____________

self = <test_result_aggregation_agent.TestResultAggregationAgent testMethod=test_execute_single_result>

    def setUp(self):
>       self.agent = ResultAggregationAgent()
                     ^^^^^^^^^^^^^^^^^^^^^^^^
E       TypeError: ResultAggregationAgent.__init__() missing 1 required positional argument: 'config'

tests/test_result_aggregation_agent.py:10: TypeError
______________ TestResultAggregationAgent.test_execute_with_error ______________

self = <test_result_aggregation_agent.TestResultAggregationAgent testMethod=test_execute_with_error>

    def setUp(self):
>       self.agent = ResultAggregationAgent()
                     ^^^^^^^^^^^^^^^^^^^^^^^^
E       TypeError: ResultAggregationAgent.__init__() missing 1 required positional argument: 'config'

tests/test_result_aggregation_agent.py:10: TypeError
________________ TestSecretsUtils.test_get_api_key_empty_value _________________

self = <test_secrets_utils.TestSecretsUtils testMethod=test_get_api_key_empty_value>

    @patch.dict(os.environ, {'TEST_API_KEY_EMPTY': ''}, clear=True)
    def test_get_api_key_empty_value(self):
        """Test that get_api_key returns None and logs a warning for an empty string value."""
>       with self.assertLogs(logger=None, level='WARNING') as cm:
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_secrets_utils.py:39:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/_log.py:84: in __exit__
    self._raiseFailure(
E   AssertionError: no logs of level WARNING or higher triggered on root
_________________ TestSecretsUtils.test_get_api_key_not_exists _________________

self = <test_secrets_utils.TestSecretsUtils testMethod=test_get_api_key_not_exists>

    @patch.dict(os.environ, {}, clear=True) # Ensure the key is not set
    def test_get_api_key_not_exists(self):
        """Test that get_api_key returns None and logs a warning if the key does not exist."""
        # Ensure 'TEST_API_KEY_NOT_EXISTS' is not in os.environ (covered by patch.dict with clear=True)
        # The logger in secrets_utils.py uses logging.warning, which goes to the root logger.
        # We need to capture logs from the logger where secrets_utils.py issues them.
        # If secrets_utils.py does `logging.getLogger(__name__)`, then it's 'core.utils.secrets_utils'.
        # If it does `logging.warning()`, it's the root logger.
        # The current implementation of secrets_utils.py uses `logging.warning`,
        # so we capture from the root logger.
>       with self.assertLogs(logger=None, level='WARNING') as cm: # logger=None captures root logger
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_secrets_utils.py:30:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/_log.py:84: in __exit__
    self._raiseFailure(
E   AssertionError: no logs of level WARNING or higher triggered on root
______________ TestSecretsUtils.test_get_api_key_whitespace_value ______________

self = <test_secrets_utils.TestSecretsUtils testMethod=test_get_api_key_whitespace_value>

    @patch.dict(os.environ, {'TEST_API_KEY_WHITESPACE': '   '}, clear=True)
    def test_get_api_key_whitespace_value(self):
        """Test that get_api_key returns None and logs a warning for a whitespace-only string value."""
>       with self.assertLogs(logger=None, level='WARNING') as cm:
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_secrets_utils.py:48:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/_log.py:84: in __exit__
    self._raiseFailure(
E   AssertionError: no logs of level WARNING or higher triggered on root
____________ SimulationSecurityTestCase.test_run_invalid_simulation ____________

self = <test_simulation_security.SimulationSecurityTestCase testMethod=test_run_invalid_simulation>

    def setUp(self):
        self.app = create_app('testing')
        self.app_context = self.app.app_context()
        self.app_context.push()
        db.create_all()
>       self.client = self.app.test_client()
                      ^^^^^^^^^^^^^^^^^^^^^^

tests/test_simulation_security.py:11:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <Flask 'services.webapp.api'>, use_cookies = True, kwargs = {}
cls = None

    def test_client(self, use_cookies: bool = True, **kwargs: t.Any) -> FlaskClient:
        """Creates a test client for this application.  For information
        about unit testing head over to :doc:`/testing`.

        Note that if you are testing for assertions or exceptions in your
        application code, you must set ``app.testing = True`` in order for the
        exceptions to propagate to the test client.  Otherwise, the exception
        will be handled by the application (not visible to the test client) and
        the only indication of an AssertionError or other exception will be a
        500 status code response to the test client.  See the :attr:`testing`
        attribute.  For example::

            app.testing = True
            client = app.test_client()

        The test client can be used in a ``with`` block to defer the closing down
        of the context until the end of the ``with`` block.  This is useful if
        you want to access the context locals for testing::

            with app.test_client() as c:
                rv = c.get('/?vodka=42')
                assert request.args['vodka'] == '42'

        Additionally, you may pass optional keyword arguments that will then
        be passed to the application's :attr:`test_client_class` constructor.
        For example::

            from flask.testing import FlaskClient

            class CustomClient(FlaskClient):
                def __init__(self, *args, **kwargs):
                    self._authentication = kwargs.pop("authentication")
                    super(CustomClient,self).__init__( *args, **kwargs)

            app.test_client_class = CustomClient
            client = app.test_client(authentication='Basic ....')

        See :class:`~flask.testing.FlaskClient` for more information.

        .. versionchanged:: 0.4
           added support for ``with`` block usage for the client.

        .. versionadded:: 0.7
           The `use_cookies` parameter was added as well as the ability
           to override the client to be used by setting the
           :attr:`test_client_class` attribute.

        .. versionchanged:: 0.11
           Added `**kwargs` to support passing additional keyword arguments to
           the constructor of :attr:`test_client_class`.
        """
        cls = self.test_client_class
        if cls is None:
>           from .testing import FlaskClient as cls
E           ModuleNotFoundError: No module named 'flask.testing'; 'flask' is not a package

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/flask/app.py:722: ModuleNotFoundError
_____________ SimulationSecurityTestCase.test_run_valid_simulation _____________

self = <test_simulation_security.SimulationSecurityTestCase testMethod=test_run_valid_simulation>

    def setUp(self):
        self.app = create_app('testing')
        self.app_context = self.app.app_context()
        self.app_context.push()
        db.create_all()
>       self.client = self.app.test_client()
                      ^^^^^^^^^^^^^^^^^^^^^^

tests/test_simulation_security.py:11:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <Flask 'services.webapp.api'>, use_cookies = True, kwargs = {}
cls = None

    def test_client(self, use_cookies: bool = True, **kwargs: t.Any) -> FlaskClient:
        """Creates a test client for this application.  For information
        about unit testing head over to :doc:`/testing`.

        Note that if you are testing for assertions or exceptions in your
        application code, you must set ``app.testing = True`` in order for the
        exceptions to propagate to the test client.  Otherwise, the exception
        will be handled by the application (not visible to the test client) and
        the only indication of an AssertionError or other exception will be a
        500 status code response to the test client.  See the :attr:`testing`
        attribute.  For example::

            app.testing = True
            client = app.test_client()

        The test client can be used in a ``with`` block to defer the closing down
        of the context until the end of the ``with`` block.  This is useful if
        you want to access the context locals for testing::

            with app.test_client() as c:
                rv = c.get('/?vodka=42')
                assert request.args['vodka'] == '42'

        Additionally, you may pass optional keyword arguments that will then
        be passed to the application's :attr:`test_client_class` constructor.
        For example::

            from flask.testing import FlaskClient

            class CustomClient(FlaskClient):
                def __init__(self, *args, **kwargs):
                    self._authentication = kwargs.pop("authentication")
                    super(CustomClient,self).__init__( *args, **kwargs)

            app.test_client_class = CustomClient
            client = app.test_client(authentication='Basic ....')

        See :class:`~flask.testing.FlaskClient` for more information.

        .. versionchanged:: 0.4
           added support for ``with`` block usage for the client.

        .. versionadded:: 0.7
           The `use_cookies` parameter was added as well as the ability
           to override the client to be used by setting the
           :attr:`test_client_class` attribute.

        .. versionchanged:: 0.11
           Added `**kwargs` to support passing additional keyword arguments to
           the constructor of :attr:`test_client_class`.
        """
        cls = self.test_client_class
        if cls is None:
>           from .testing import FlaskClient as cls
E           ModuleNotFoundError: No module named 'flask.testing'; 'flask' is not a package

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/flask/app.py:722: ModuleNotFoundError
________________ TestAgentOrchestrator.test_agent_interactions _________________

self = <test_system.TestAgentOrchestrator testMethod=test_agent_interactions>

    def test_agent_interactions(self):
        """Test interactions and data flow between agents."""
        mock_fund = AsyncMock()
        mock_tech = AsyncMock()
        mock_risk = AsyncMock()

        mock_fund.execute.return_value = {'some_data': 'some_value'}
        mock_tech.execute.return_value = {'other_data': 'other_value'}
        mock_risk.execute.return_value = {'risk_score': 0.5}

        self.orchestrator.agents = {
            "FundamentalAnalystAgent": mock_fund,
            "TechnicalAnalystAgent": mock_tech,
            "RiskAssessmentAgent": mock_risk
        }

        self.orchestrator.workflows = {
            "perform_company_analysis": {
                "agents": ["FundamentalAnalystAgent", "TechnicalAnalystAgent", "RiskAssessmentAgent"],
                "dependencies": {
                    "RiskAssessmentAgent": ["FundamentalAnalystAgent", "TechnicalAnalystAgent"]
                }
            }
        }

>       asyncio.run(self.orchestrator.execute_workflow("perform_company_analysis", initial_context={'company_data': {'name': 'Example Corp'}}))

tests/test_system.py:120:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/asyncio/runners.py:195: in run
    return runner.run(main)
           ^^^^^^^^^^^^^^^^
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <asyncio.runners.Runner object at 0x7ff450fea420>
coro = <MagicMock name='mock.AgentOrchestrator().execute_workflow()' id='140687307223792'>

    def run(self, coro, *, context=None):
        """Run a coroutine inside the embedded event loop."""
        if not coroutines.iscoroutine(coro):
>           raise ValueError("a coroutine was expected, got {!r}".format(coro))
E           ValueError: a coroutine was expected, got <MagicMock name='mock.AgentOrchestrator().execute_workflow()' id='140687307223792'>

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/asyncio/runners.py:89: ValueError
_________________ TestAgentOrchestrator.test_execute_workflow __________________

self = <test_system.TestAgentOrchestrator testMethod=test_execute_workflow>
mock_analyze_sentiment = <MagicMock name='analyze_macroeconomic_data' id='140687313916688'>
mock_analyze_macroeconomic_data = <MagicMock name='analyze_sentiment' id='140687318063376'>

    @patch('core.agents.market_sentiment_agent.MarketSentimentAgent.analyze_sentiment')
    @patch('core.agents.macroeconomic_analysis_agent.MacroeconomicAnalysisAgent.analyze_macroeconomic_data')
    def test_execute_workflow(self, mock_analyze_sentiment, mock_analyze_macroeconomic_data):
        """Test executing different workflows."""
        # Test the "generate_newsletter" workflow
        mock_analyze_sentiment.return_value = "positive"
        mock_analyze_macroeconomic_data.return_value = {'GDP_growth': 2.5, 'inflation': 2.0}

        self.orchestrator.workflows = {
            "generate_newsletter": {
                "agents": ["MarketSentimentAgent", "MacroeconomicAnalysisAgent"],
                "dependencies": {}
            }
        }

        mock_sentiment_agent = AsyncMock()
        mock_sentiment_agent.execute.return_value = "positive"
        mock_macro_agent = AsyncMock()
        mock_macro_agent.execute.return_value = {'GDP_growth': 2.5, 'inflation': 2.0}

        self.orchestrator.agents = {
            "MarketSentimentAgent": mock_sentiment_agent,
            "MacroeconomicAnalysisAgent": mock_macro_agent
        }

>       result = asyncio.run(self.orchestrator.execute_workflow("generate_newsletter", initial_context={}))
                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

tests/test_system.py:89:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/asyncio/runners.py:195: in run
    return runner.run(main)
           ^^^^^^^^^^^^^^^^
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <asyncio.runners.Runner object at 0x7ff450fabec0>
coro = <MagicMock name='mock.AgentOrchestrator().execute_workflow()' id='140687307223792'>

    def run(self, coro, *, context=None):
        """Run a coroutine inside the embedded event loop."""
        if not coroutines.iscoroutine(coro):
>           raise ValueError("a coroutine was expected, got {!r}".format(coro))
E           ValueError: a coroutine was expected, got <MagicMock name='mock.AgentOrchestrator().execute_workflow()' id='140687307223792'>

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/asyncio/runners.py:89: ValueError
_____________ TestTokenUtils.test_check_token_limit_exceeds_limit ______________

self = <test_token_utils.TestTokenUtils testMethod=test_check_token_limit_exceeds_limit>

    def test_check_token_limit_exceeds_limit(self):
        config = {'token_limit': 5}
>       self.assertFalse(check_token_limit("This is a longer text", config=config, margin=1)) # 5 <= 5-1=4 is false
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
E       AssertionError: <MagicMock name='mock.check_token_limit()' id='140687306671312'> is not false

tests/test_token_utils.py:23: AssertionError
______ TestTokenUtils.test_check_token_limit_near_limit_with_margin_fail _______

self = <test_token_utils.TestTokenUtils testMethod=test_check_token_limit_near_limit_with_margin_fail>

    def test_check_token_limit_near_limit_with_margin_fail(self):
        config = {'token_limit': 5}
>       self.assertFalse(check_token_limit("This is text", config=config, margin=3)) # 3 <= 5-3=2 is false
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
E       AssertionError: <MagicMock name='mock.check_token_limit()' id='140687306671312'> is not false

tests/test_token_utils.py:31: AssertionError
________________ TestTokenUtils.test_count_tokens_empty_string _________________

self = <test_token_utils.TestTokenUtils testMethod=test_count_tokens_empty_string>

    def test_count_tokens_empty_string(self):
>       self.assertEqual(count_tokens(""), 0)
E       AssertionError: <MagicMock name='mock.count_tokens()' id='140687306681968'> != 0

tests/test_token_utils.py:9: AssertionError
________________ TestTokenUtils.test_count_tokens_simple_string ________________

self = <test_token_utils.TestTokenUtils testMethod=test_count_tokens_simple_string>

    def test_count_tokens_simple_string(self):
>       self.assertEqual(count_tokens("hello world"), 2)
E       AssertionError: <MagicMock name='mock.count_tokens()' id='140687306681968'> != 2

tests/test_token_utils.py:12: AssertionError
______________ TestTokenUtils.test_count_tokens_with_punctuation _______________

self = <test_token_utils.TestTokenUtils testMethod=test_count_tokens_with_punctuation>

    def test_count_tokens_with_punctuation(self):
>       self.assertEqual(count_tokens("hello, world!"), 4)
E       AssertionError: <MagicMock name='mock.count_tokens()' id='140687306681968'> != 4

tests/test_token_utils.py:15: AssertionError
______ TestV21OrchestratorLoading.test_orchestrator_loads_all_v21_agents _______

self = <test_v21_orchestrator_loading.TestV21OrchestratorLoading testMethod=test_orchestrator_loads_all_v21_agents>

    def test_orchestrator_loads_all_v21_agents(self):
        """
        Tests if the refactored AgentOrchestrator can be instantiated and
        correctly loads all agents from the new v21 configuration.
        """
        print("\nVerifying Adam v21.0 Orchestrator Agent Loading...")

        try:
            # The orchestrator now loads its own config, so we just need to create it
            orchestrator = AgentOrchestrator()

            # 1. Check that the orchestrator and its agents dictionary exist
            self.assertIsNotNone(orchestrator, "Orchestrator should not be None.")
            self.assertTrue(hasattr(orchestrator, 'agents'), "Orchestrator should have an 'agents' attribute.")
            self.assertIsInstance(orchestrator.agents, dict, "Orchestrator 'agents' should be a dictionary.")

            # 2. Check that agents were actually loaded
            self.assertGreater(len(orchestrator.agents), 0, "The 'agents' dictionary should not be empty.")

            # 3. Load the config manually to get the expected list of agents
            app_config = load_app_config()
            expected_agents = app_config.get("agent_network", {}).get("agent_directory", [])
            expected_agent_names = [agent['name'] for agent in expected_agents if isinstance(agent, dict) and 'name' in agent]

            print(f"Found {len(orchestrator.agents)} loaded agents out of {len(expected_agent_names)} expected agents.")

            # 4. Assert that the number of loaded agents matches the number of configured agents
>           self.assertEqual(len(orchestrator.agents), len(expected_agent_names), "Number of loaded agents should match the number in the config file.")
E           AssertionError: 2 != 0 : Number of loaded agents should match the number in the config file.

tests/test_v21_orchestrator_loading.py:40: AssertionError

During handling of the above exception, another exception occurred:

self = <test_v21_orchestrator_loading.TestV21OrchestratorLoading testMethod=test_orchestrator_loads_all_v21_agents>

    def test_orchestrator_loads_all_v21_agents(self):
        """
        Tests if the refactored AgentOrchestrator can be instantiated and
        correctly loads all agents from the new v21 configuration.
        """
        print("\nVerifying Adam v21.0 Orchestrator Agent Loading...")

        try:
            # The orchestrator now loads its own config, so we just need to create it
            orchestrator = AgentOrchestrator()

            # 1. Check that the orchestrator and its agents dictionary exist
            self.assertIsNotNone(orchestrator, "Orchestrator should not be None.")
            self.assertTrue(hasattr(orchestrator, 'agents'), "Orchestrator should have an 'agents' attribute.")
            self.assertIsInstance(orchestrator.agents, dict, "Orchestrator 'agents' should be a dictionary.")

            # 2. Check that agents were actually loaded
            self.assertGreater(len(orchestrator.agents), 0, "The 'agents' dictionary should not be empty.")

            # 3. Load the config manually to get the expected list of agents
            app_config = load_app_config()
            expected_agents = app_config.get("agent_network", {}).get("agent_directory", [])
            expected_agent_names = [agent['name'] for agent in expected_agents if isinstance(agent, dict) and 'name' in agent]

            print(f"Found {len(orchestrator.agents)} loaded agents out of {len(expected_agent_names)} expected agents.")

            # 4. Assert that the number of loaded agents matches the number of configured agents
            self.assertEqual(len(orchestrator.agents), len(expected_agent_names), "Number of loaded agents should match the number in the config file.")

            # 5. Spot-check for the presence of key agents
            self.assertIn("QueryUnderstandingAgent", orchestrator.agents)
            self.assertIn("MetaCognitiveAgent", orchestrator.agents) # A new v21 agent
            self.assertIn("GeopoliticalRiskAgent", orchestrator.agents) # A re-added agent
            self.assertIn("industry_specialist_agent_technology", orchestrator.agents) # A re-added specialized agent

            print("Successfully verified that the AgentOrchestrator loads the new v21 agent configuration.")

        except Exception as e:
>           self.fail(f"AgentOrchestrator instantiation or agent loading failed with an exception: {e}")
E           AssertionError: AgentOrchestrator instantiation or agent loading failed with an exception: 2 != 0 : Number of loaded agents should match the number in the config file.

tests/test_v21_orchestrator_loading.py:51: AssertionError
----------------------------- Captured stdout call -----------------------------

Verifying Adam v21.0 Orchestrator Agent Loading...
Found 2 loaded agents out of 0 expected agents.
___________________________ test_deep_dive_pipeline ____________________________

    @pytest.mark.asyncio
    async def test_deep_dive_pipeline():
        # Mock LLMPlugin to avoid API key requirements and AgentOrchestrator initialization issues
        with patch('core.system.agent_orchestrator.LLMPlugin') as MockLLM:
            orchestrator = MetaOrchestrator()

            # We trigger the "Deep Dive" path
            query = "Perform a deep dive analysis on TestCorp"
            context = {"simulation_depth": "Deep"}

>           result = await orchestrator.route_request(query, context)
                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
E           TypeError: object MagicMock can't be used in 'await' expression

tests/test_v23_5_pipeline.py:16: TypeError
_____________ TestV23Architect.test_meta_orchestrator_routing_high _____________

self = <test_v23_architect.TestV23Architect testMethod=test_meta_orchestrator_routing_high>

    def test_meta_orchestrator_routing_high(self):
        """Test routing to Adaptive Flow (HIGH complexity)."""
        async def run_test():
            # Setup Mocks
            self.mock_planner_instance.discover_plan.return_value = {
                "steps": [{"description": "test step"}],
                "symbolic_plan": "MATCH (n) RETURN n"
            }

            mock_app = MagicMock()
            mock_app.ainvoke = AsyncMock(return_value={"human_readable_status": "Success"})
            self.mock_planner_instance.to_executable_graph.return_value = mock_app

            # Patch _reflect_on_result to verify it's called
            with patch.object(self.meta, '_reflect_on_result', new_callable=AsyncMock) as mock_reflect:
                mock_reflect.return_value = {"status": "Reflected"}

                # Execute
                result = await self.meta.route_request("Analyze complex risk for Apple", context={})

                # Verify
                # The query "Analyze complex risk..." should trigger HIGH complexity logic
                # (via "analyze", "risk" keywords) -> _run_adaptive_flow

                self.mock_planner_instance.discover_plan.assert_called()
                self.mock_planner_instance.to_executable_graph.assert_called()
                mock_reflect.assert_called()

>       asyncio.run(run_test())

tests/test_v23_architect.py:88:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/asyncio/runners.py:195: in run
    return runner.run(main)
           ^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/asyncio/runners.py:118: in run
    return self._loop.run_until_complete(task)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
/home/jules/.pyenv/versions/3.12.12/lib/python3.12/asyncio/base_events.py:691: in run_until_complete
    return future.result()
           ^^^^^^^^^^^^^^^
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

    async def run_test():
        # Setup Mocks
        self.mock_planner_instance.discover_plan.return_value = {
            "steps": [{"description": "test step"}],
            "symbolic_plan": "MATCH (n) RETURN n"
        }

        mock_app = MagicMock()
        mock_app.ainvoke = AsyncMock(return_value={"human_readable_status": "Success"})
        self.mock_planner_instance.to_executable_graph.return_value = mock_app

        # Patch _reflect_on_result to verify it's called
        with patch.object(self.meta, '_reflect_on_result', new_callable=AsyncMock) as mock_reflect:
            mock_reflect.return_value = {"status": "Reflected"}

            # Execute
>           result = await self.meta.route_request("Analyze complex risk for Apple", context={})
                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
E           TypeError: object MagicMock can't be used in 'await' expression

tests/test_v23_architect.py:78: TypeError
_____________________ TestV23Architect.test_planner_logic ______________________

self = <test_v23_architect.TestV23Architect testMethod=test_planner_logic>

    def test_planner_logic(self):
        """Test the updated NeuroSymbolicPlanner logic directly."""
        # We instantiate a real planner here, but mock its KG
        with patch("core.engine.neuro_symbolic_planner.UnifiedKnowledgeGraph") as MockKG:
            planner = NeuroSymbolicPlanner()
            planner.kg = MockKG.return_value
            planner.kg.graph = MagicMock()

            # Mock shortest_path to return a valid path
            # We patch networkx where it is imported in the module
            with patch("core.engine.neuro_symbolic_planner.nx.shortest_path", return_value=["StartNode", "MidNode", "EndNode"]):
                # Also mock get_edge_data on the graph object
                planner.kg.graph.get_edge_data.return_value = {"relation": "connected_to"}

                plan = planner.discover_plan("StartNode", "EndNode")

            self.assertIsNotNone(plan)
>           self.assertEqual(len(plan["steps"]), 2) # 2 edges
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
E           AssertionError: 0 != 2

tests/test_v23_architect.py:57: AssertionError
___________________ TestV23Ingestion.test_realtime_pipe_mock ___________________

self = <test_v23_ingestion.TestV23Ingestion testMethod=test_realtime_pipe_mock>

    def test_realtime_pipe_mock(self):
        pipe = MockRealTimePipe(lakehouse_path=str(self.lakehouse_path), flush_threshold=10)
        pipe.listen() # Should generate data and flush

        # Check files
>       self.assertTrue(self.lakehouse_path.exists())
E       AssertionError: False is not true

tests/test_v23_ingestion.py:32: AssertionError
_________________ TestV23Ingestion.test_sensitivity_generator __________________

self = <test_v23_ingestion.TestV23Ingestion testMethod=test_sensitivity_generator>

    def test_sensitivity_generator(self):
        # 1. Seed data with a drop
        # Create a parquet file with a drop > 5%
        region_dir = self.lakehouse_path / "region=US" / "year=2023"
        region_dir.mkdir(parents=True, exist_ok=True)

        data = {
            'symbol': ['TEST', 'TEST'],
            'Open': [100.0, 100.0],
            'Close': [101.0, 90.0], # 2nd day drop 10%
            'Volume': [1000, 2000],
            'timestamp': [pd.Timestamp('2023-01-01'), pd.Timestamp('2023-01-02')]
        }
        df = pd.DataFrame(data)
        df.set_index('timestamp', inplace=True)

        df.to_parquet(region_dir / "seed.parquet")

        # 2. Run Generator
        pipeline = AgentImprovementPipeline(None, None)
        output_path = Path(self.temp_dir) / "training" / "sensitivity.jsonl"
        pipeline.generate_sensitivity_dataset(
            lakehouse_path=str(self.lakehouse_path),
            output_path=str(output_path)
        )

        # 3. Verify Output
        self.assertTrue(output_path.exists())
        with open(output_path, 'r') as f:
            lines = f.readlines()
>           self.assertEqual(len(lines), 1)
E           AssertionError: 0 != 1

tests/test_v23_ingestion.py:75: AssertionError
_______________ TestV23Ingestion.test_universal_ingestor_parquet _______________

self = <test_v23_ingestion.TestV23Ingestion testMethod=test_universal_ingestor_parquet>

    def test_universal_ingestor_parquet(self):
        # Create a parquet file
        file_path = Path(self.temp_dir) / "test.parquet"
        df = pd.DataFrame({'col1': [1, 2], 'col2': [3, 4]})
        df.to_parquet(file_path)

        # Run Ingestor
        ingestor = UniversalIngestor(state_file=str(Path(self.temp_dir)/"state.json"))
        # scan_and_process expects a list of paths
        ingestor.scan_and_process([str(self.temp_dir)])

>       self.assertEqual(len(ingestor.artifacts), 1)
E       AssertionError: 0 != 1

tests/test_v23_ingestion.py:90: AssertionError
_____________ TestV30Architecture.test_orchestrator_decomposition ______________

self = <test_v30_architecture.TestV30Architecture testMethod=test_orchestrator_decomposition>

    def test_orchestrator_decomposition(self):
        res = orchestrator.process_intent("I want to buy some AAPL", "User")
>       self.assertEqual(res['status'], "completed")
E       AssertionError: 'error' != 'completed'
E       - error
E       + completed

tests/test_v30_architecture.py:26: AssertionError
------------------------------ Captured log call -------------------------------
WARNING  EACI_Orchestrator:v30_orchestrator.py:88 Decomposition failed: No actionable steps identified.
_________ TestWorkflowSystem.test_credit_risk_orchestrator_integration _________

self = <test_workflow_system.TestWorkflowSystem testMethod=test_credit_risk_orchestrator_integration>

    def test_credit_risk_orchestrator_integration(self):
        """
        Tests the refactored CreditRiskOrchestrator with mocked sub-agents
        to ensure it correctly wires and executes a dependent workflow.
        """
        # Mock agents and their execute methods
        mock_news_agent = Mock()
        mock_news_agent.execute = MagicMock(return_value={"news_content": "bad news"})

        mock_sentiment_agent = Mock()
        # This mock expects the result of the news agent as a keyword argument
        mock_sentiment_agent.execute = MagicMock(return_value={"sentiment": "negative"})

        mock_config = {
            "sub_agents": {"financial_news_sub_agent": mock_news_agent},
            "meta_agents": {"sentiment_analysis_meta_agent": mock_sentiment_agent}
        }

        orchestrator = CreditRiskOrchestrator(config=mock_config)
        final_result = orchestrator.execute(query="Test Company")

        # Verify that the news agent was called with the initial query
>       mock_news_agent.execute.assert_called_once_with(query="Test Company")

tests/test_workflow_system.py:75:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _

self = <MagicMock name='mock.execute' id='140687316023824'>, args = ()
kwargs = {'query': 'Test Company'}
msg = "Expected 'execute' to be called once. Called 0 times."

    def assert_called_once_with(self, /, *args, **kwargs):
        """assert that the mock was called exactly once and that that call was
        with the specified arguments."""
        if not self.call_count == 1:
            msg = ("Expected '%s' to be called once. Called %s times.%s"
                   % (self._mock_name or 'mock',
                      self.call_count,
                      self._calls_repr()))
>           raise AssertionError(msg)
E           AssertionError: Expected 'execute' to be called once. Called 0 times.

/home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/mock.py:960: AssertionError
________________ TestWorkflowSystem.test_parallel_orchestrator _________________

self = <test_workflow_system.TestWorkflowSystem testMethod=test_parallel_orchestrator>

    def test_parallel_orchestrator(self):
        """
        Tests that the ParallelOrchestrator runs independent tasks in parallel.
        """
        orchestrator = ParallelOrchestrator(config={})
        num_tasks = 3
        longest_task_duration = num_tasks  # Durations are 1, 2, 3

        start_time = time.time()
        results = orchestrator.execute(num_tasks=num_tasks)
        execution_time = time.time() - start_time

        # Check that all tasks completed
>       self.assertEqual(len(results['data']), num_tasks)
                             ^^^^^^^^^^^^^^^
E       TypeError: 'coroutine' object is not subscriptable

tests/test_workflow_system.py:27: TypeError
=============================== warnings summary ===============================
../home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pydantic/_internal/_generate_schema.py:2371
  /home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pydantic/_internal/_generate_schema.py:2371: PydanticDeprecatedSince211: The `__get_pydantic_core_schema__` method of the `BaseModel` class is deprecated. If you are calling `super().__get_pydantic_core_schema__` when overriding the method on a Pydantic model, consider using `handler(source)` instead. However, note that overriding this method on models can lead to unexpected side effects. Deprecated in Pydantic V2.11 to be removed in V3.0.
    schema = annotation_get_schema(source, get_inner_schema)

../home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandera/_pandas_deprecated.py:157
  /home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pandera/_pandas_deprecated.py:157: FutureWarning: Importing pandas-specific classes and functions from the
  top-level pandera module will be **removed in a future version of pandera**.
  If you're using pandera to validate pandas objects, we highly recommend updating
  your import:

  ```
  # old import
  import pandera as pa

  # new import
  import pandera.pandas as pa
  ```

  If you're using pandera to validate objects from other compatible libraries
  like pyspark or polars, see the supported libraries section of the documentation
  for more information on how to import pandera:

  https://pandera.readthedocs.io/en/stable/supported_libraries.html

  To disable this warning, set the environment variable:

  ```
  export DISABLE_PANDERA_IMPORT_WARNING=True
  ```

    warnings.warn(_future_warning, FutureWarning)

tests/test_agent_base.py: 1 warning
tests/test_agent_loading_fix.py: 2 warnings
tests/test_agent_orchestrator.py: 17 warnings
tests/test_crisis_simulation_agent.py: 1 warning
tests/test_cyclical_agents.py: 1 warning
tests/test_data_retrieval_agent.py: 7 warnings
tests/test_hnasp.py: 2 warnings
tests/test_odyssey_flow.py: 3 warnings
tests/test_political_landscape.py: 1 warning
tests/test_query_understanding_agent.py: 5 warnings
tests/test_regulatory_compliance_agent_integration.py: 1 warning
tests/test_regulatory_compliance_guidance.py: 1 warning
tests/test_regulatory_learning.py: 3 warnings
tests/test_workflow_system.py: 2 warnings
  /home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pydantic/main.py:253: DeprecationWarning: datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC).
    validated_self = self.__pydantic_validator__.validate_python(data, self_instance=self)

tests/test_hnasp.py::TestHNASP::test_agent_execution
  /home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/pydantic/main.py:519: UserWarning: Pydantic serializer warnings:
    PydanticSerializationUnexpectedValue(Expected `list[ExecutionTrace]` - serialized value may not be as expected [input_value=ExecutionTrace(rule_id='b...estamp=None, error=None), input_type=ExecutionTrace])
    return self.__pydantic_serializer__.to_json(

tests/test_prompt_framework.py::test_framework
  /app/core/prompting/base_prompt_plugin.py:156: DeprecationWarning: datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC).
    "timestamp": datetime.utcnow().isoformat(),

tests/test_query_understanding_agent.py::TestQueryUnderstandingAgent::test_execute_empty_query
  /home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/case.py:589: RuntimeWarning: coroutine 'TestQueryUnderstandingAgent.test_execute_empty_query' was never awaited
    if method() is not None:
  Enable tracemalloc to get traceback where the object was allocated.
  See https://docs.pytest.org/en/stable/how-to/capture-warnings.html#resource-warnings for more info.

tests/test_query_understanding_agent.py::TestQueryUnderstandingAgent::test_execute_empty_query
  /home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/case.py:690: DeprecationWarning: It is deprecated to return a value that is not None from a test case (<bound method TestQueryUnderstandingAgent.test_execute_empty_query of <test_query_understanding_agent.TestQueryUnderstandingAgent testMethod=test_execute_empty_query>>)
    return self.run(*args, **kwds)

tests/test_query_understanding_agent.py::TestQueryUnderstandingAgent::test_execute_kb_query
  /home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/case.py:589: RuntimeWarning: coroutine 'TestQueryUnderstandingAgent.test_execute_kb_query' was never awaited
    if method() is not None:
  Enable tracemalloc to get traceback where the object was allocated.
  See https://docs.pytest.org/en/stable/how-to/capture-warnings.html#resource-warnings for more info.

tests/test_query_understanding_agent.py::TestQueryUnderstandingAgent::test_execute_kb_query
  /home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/case.py:690: DeprecationWarning: It is deprecated to return a value that is not None from a test case (<bound method TestQueryUnderstandingAgent.test_execute_kb_query of <test_query_understanding_agent.TestQueryUnderstandingAgent testMethod=test_execute_kb_query>>)
    return self.run(*args, **kwds)

tests/test_query_understanding_agent.py::TestQueryUnderstandingAgent::test_execute_risk_query
  /home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/case.py:589: RuntimeWarning: coroutine 'TestQueryUnderstandingAgent.test_execute_risk_query' was never awaited
    if method() is not None:
  Enable tracemalloc to get traceback where the object was allocated.
  See https://docs.pytest.org/en/stable/how-to/capture-warnings.html#resource-warnings for more info.

tests/test_query_understanding_agent.py::TestQueryUnderstandingAgent::test_execute_risk_query
  /home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/case.py:690: DeprecationWarning: It is deprecated to return a value that is not None from a test case (<bound method TestQueryUnderstandingAgent.test_execute_risk_query of <test_query_understanding_agent.TestQueryUnderstandingAgent testMethod=test_execute_risk_query>>)
    return self.run(*args, **kwds)

tests/test_query_understanding_agent.py::TestQueryUnderstandingAgent::test_execute_unknown_query
  /home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/case.py:589: RuntimeWarning: coroutine 'TestQueryUnderstandingAgent.test_execute_unknown_query' was never awaited
    if method() is not None:
  Enable tracemalloc to get traceback where the object was allocated.
  See https://docs.pytest.org/en/stable/how-to/capture-warnings.html#resource-warnings for more info.

tests/test_query_understanding_agent.py::TestQueryUnderstandingAgent::test_execute_unknown_query
  /home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/case.py:690: DeprecationWarning: It is deprecated to return a value that is not None from a test case (<bound method TestQueryUnderstandingAgent.test_execute_unknown_query of <test_query_understanding_agent.TestQueryUnderstandingAgent testMethod=test_execute_unknown_query>>)
    return self.run(*args, **kwds)

tests/test_query_understanding_agent.py::TestQueryUnderstandingAgent::test_execute_updatekb_query
  /home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/case.py:589: RuntimeWarning: coroutine 'TestQueryUnderstandingAgent.test_execute_updatekb_query' was never awaited
    if method() is not None:
  Enable tracemalloc to get traceback where the object was allocated.
  See https://docs.pytest.org/en/stable/how-to/capture-warnings.html#resource-warnings for more info.

tests/test_query_understanding_agent.py::TestQueryUnderstandingAgent::test_execute_updatekb_query
  /home/jules/.pyenv/versions/3.12.12/lib/python3.12/unittest/case.py:690: DeprecationWarning: It is deprecated to return a value that is not None from a test case (<bound method TestQueryUnderstandingAgent.test_execute_updatekb_query of <test_query_understanding_agent.TestQueryUnderstandingAgent testMethod=test_execute_updatekb_query>>)
    return self.run(*args, **kwds)

-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
=========================== short test summary info ============================
SKIPPED [1] tests/api/test_service_state.py:5: could not import 'torch': No module named 'torch'
SKIPPED [1] tests/optimizers/test_core_optimizers.py:2: could not import 'torch': No module named 'torch'
ERROR tests/test_cors_security.py::test_cors_restricted - ModuleNotFoundError...
ERROR tests/test_cors_security.py::test_cors_allowed - ModuleNotFoundError: N...
FAILED tests/test_agent_base.py::TestAgentBase::test_init_attributes - Attrib...
FAILED tests/test_agents.py::TestMarketSentimentAgent::test_analyze_sentiment
FAILED tests/test_agents.py::TestMarketSentimentAgent::test_analyze_sentiment_with_negative_news
FAILED tests/test_agents.py::TestMarketSentimentAgent::test_analyze_sentiment_with_positive_news
FAILED tests/test_agents.py::TestMacroeconomicAnalysisAgent::test_analyze_macroeconomic_data
FAILED tests/test_agents.py::TestMacroeconomicAnalysisAgent::test_analyze_macroeconomic_data_with_high_gdp_growth
FAILED tests/test_agents.py::TestGeopoliticalRiskAgent::test_assess_geopolitical_risks
FAILED tests/test_anomaly_detection_agent.py::TestAnomalyDetectionAgent::test_detect_company_anomalies
FAILED tests/test_api_log_privacy.py::TestLogLeak::test_log_leak - ModuleNotF...
FAILED tests/test_api_v23_wiring.py::TestAdaptiveAPIReal::test_adaptive_query_initialization
FAILED tests/test_awo_planner.py::TestAWOPlanner::test_parse_natural_language_plan_numbered
FAILED tests/test_code_alchemist.py::TestCodeAlchemist::test_construct_generation_prompt
FAILED tests/test_code_alchemist.py::TestCodeAlchemist::test_deploy_to_cloud_function
FAILED tests/test_code_alchemist.py::TestCodeAlchemist::test_extract_json_resilience
FAILED tests/test_code_alchemist.py::TestCodeAlchemist::test_full_validation
FAILED tests/test_code_alchemist.py::TestCodeAlchemist::test_initialization
FAILED tests/test_code_alchemist.py::TestCodeAlchemist::test_load_system_prompt
FAILED tests/test_code_alchemist.py::TestCodeAlchemist::test_optimize_code - ...
FAILED tests/test_code_alchemist.py::TestCodeAlchemist::test_validate_code_semantics
FAILED tests/test_code_gen.py::test_code_gen_pipeline - AssertionError: asser...
FAILED tests/test_config_utils.py::TestConfigUtils::test_load_app_config_agent_override
FAILED tests/test_config_utils.py::TestConfigUtils::test_load_app_config_basic_merge
FAILED tests/test_config_utils.py::TestConfigUtils::test_load_app_config_file_not_found_continues
FAILED tests/test_config_utils.py::TestConfigUtils::test_load_config_empty_yaml
FAILED tests/test_config_utils.py::TestConfigUtils::test_load_config_invalid_yaml
FAILED tests/test_config_utils.py::TestConfigUtils::test_load_config_non_existent_file
FAILED tests/test_cyclical_agents.py::TestCyclicalAgents::test_reflector_agent
FAILED tests/test_data_retrieval_agent.py::TestDataRetrievalAgent::test_execute_kb_query
FAILED tests/test_data_retrieval_agent.py::TestDataRetrievalAgent::test_execute_risk_rating
FAILED tests/test_data_retrieval_agent.py::TestDataRetrievalAgent::test_get_market_data
FAILED tests/test_data_retrieval_agent.py::TestDataRetrievalAgent::test_get_risk_rating_found
FAILED tests/test_data_sources.py::TestDataSources::test_get_financial_news_headlines
FAILED tests/test_data_sources.py::TestDataSources::test_get_historical_news
FAILED tests/test_data_sources.py::TestDataSources::test_get_tweets - Asserti...
FAILED tests/test_data_utils.py::TestDataUtils::test_load_data_unsupported_type
FAILED tests/test_financial_data.py::TestFinancialData::test_lakehouse_ingest
FAILED tests/test_financial_data.py::TestFinancialData::test_metadata_storage
FAILED tests/test_gold_standard.py::TestGoldStandard::test_qa_validation - As...
FAILED tests/test_historical_loader.py::TestHistoricalLoader::test_fetch_history_multiple
FAILED tests/test_historical_loader.py::TestHistoricalLoader::test_fetch_history_single
FAILED tests/test_historical_loader.py::TestHistoricalLoader::test_save_to_parquet
FAILED tests/test_historical_loader.py::TestHistoricalLoader::test_validate_data
FAILED tests/test_institutional_radar.py::TestInstitutionalRadar::test_analytics
FAILED tests/test_interaction_loop.py::TestInteractionLoop::test_process_input_agent_not_found
FAILED tests/test_interaction_loop.py::TestInteractionLoop::test_process_input_data_not_found
FAILED tests/test_interaction_loop.py::TestInteractionLoop::test_process_input_invalid_command
FAILED tests/test_interaction_loop.py::TestInteractionLoop::test_process_input_kb_query
FAILED tests/test_interaction_loop.py::TestInteractionLoop::test_process_input_multiple_agents
FAILED tests/test_interaction_loop.py::TestInteractionLoop::test_process_input_risk_query
FAILED tests/test_interaction_loop.py::TestInteractionLoop::test_process_input_updatekb
FAILED tests/test_knowledge_base.py::TestKnowledgeBase::test_query_case_insensitive
FAILED tests/test_knowledge_base.py::TestKnowledgeBase::test_query_existing_key
FAILED tests/test_knowledge_base.py::TestKnowledgeBase::test_query_nonexistent_key
FAILED tests/test_knowledge_base.py::TestKnowledgeBase::test_update - Asserti...
FAILED tests/test_legacy_api_security.py::TestCoreApiSecurity::test_error_leakage
FAILED tests/test_live_data_fetcher.py::TestDataFetcher::test_fetch_historical_data_daily
FAILED tests/test_live_data_fetcher.py::TestDataFetcher::test_fetch_historical_data_intraday
FAILED tests/test_political_landscape.py::TestPoliticalLandscapeLoader::test_load_landscape_failure
FAILED tests/test_political_landscape.py::TestPoliticalLandscapeLoader::test_load_landscape_success
FAILED tests/test_result_aggregation_agent.py::TestResultAggregationAgent::test_execute_empty_list
FAILED tests/test_result_aggregation_agent.py::TestResultAggregationAgent::test_execute_mixed_types
FAILED tests/test_result_aggregation_agent.py::TestResultAggregationAgent::test_execute_multiple_results
FAILED tests/test_result_aggregation_agent.py::TestResultAggregationAgent::test_execute_single_result
FAILED tests/test_result_aggregation_agent.py::TestResultAggregationAgent::test_execute_with_error
FAILED tests/test_secrets_utils.py::TestSecretsUtils::test_get_api_key_empty_value
FAILED tests/test_secrets_utils.py::TestSecretsUtils::test_get_api_key_not_exists
FAILED tests/test_secrets_utils.py::TestSecretsUtils::test_get_api_key_whitespace_value
FAILED tests/test_simulation_security.py::SimulationSecurityTestCase::test_run_invalid_simulation
FAILED tests/test_simulation_security.py::SimulationSecurityTestCase::test_run_valid_simulation
FAILED tests/test_system.py::TestAgentOrchestrator::test_agent_interactions
FAILED tests/test_system.py::TestAgentOrchestrator::test_execute_workflow - V...
FAILED tests/test_token_utils.py::TestTokenUtils::test_check_token_limit_exceeds_limit
FAILED tests/test_token_utils.py::TestTokenUtils::test_check_token_limit_near_limit_with_margin_fail
FAILED tests/test_token_utils.py::TestTokenUtils::test_count_tokens_empty_string
FAILED tests/test_token_utils.py::TestTokenUtils::test_count_tokens_simple_string
FAILED tests/test_token_utils.py::TestTokenUtils::test_count_tokens_with_punctuation
FAILED tests/test_v21_orchestrator_loading.py::TestV21OrchestratorLoading::test_orchestrator_loads_all_v21_agents
FAILED tests/test_v23_5_pipeline.py::test_deep_dive_pipeline - TypeError: obj...
FAILED tests/test_v23_architect.py::TestV23Architect::test_meta_orchestrator_routing_high
FAILED tests/test_v23_architect.py::TestV23Architect::test_planner_logic - As...
FAILED tests/test_v23_ingestion.py::TestV23Ingestion::test_realtime_pipe_mock
FAILED tests/test_v23_ingestion.py::TestV23Ingestion::test_sensitivity_generator
FAILED tests/test_v23_ingestion.py::TestV23Ingestion::test_universal_ingestor_parquet
FAILED tests/test_v30_architecture.py::TestV30Architecture::test_orchestrator_decomposition
FAILED tests/test_workflow_system.py::TestWorkflowSystem::test_credit_risk_orchestrator_integration
FAILED tests/test_workflow_system.py::TestWorkflowSystem::test_parallel_orchestrator
86 failed, 90 passed, 2 skipped, 61 warnings, 2 errors in 17.02s
Running tests: /home/jules/.pyenv/versions/3.12.12/bin/pytest tests/
Tests failed.
STDERR: /home/jules/.pyenv/versions/3.12.12/lib/python3.12/site-packages/_pytest/unraisableexception.py:33: RuntimeWarning: coroutine 'AgentBase.__init__.<locals>.wrapped_execute' was never awaited
  gc.collect()
RuntimeWarning: Enable tracemalloc to get the object allocation traceback

4 checks failed.