# config/workflow21.yaml
workflows:
  - name: adam_v21_master_workflow
    description: "The master workflow for Adam v21.0, following the multi-stage reasoning framework."
    trigger: user_query
    steps:
      # Stage 1: Query Deconstruction and Knowledge Graph Grounding
      - agent: Query Understanding Agent
        input: user_query
        output: task_plan
        next_step: data_ingestion

      - agent: Data Ingestion Agent
        input: task_plan
        output: ingested_data
        next_step: knowledge_graph_update

      - agent: Knowledge Agent
        input: ingested_data
        output: contextual_dataset
        next_step: strategic_analysis

      # Stage 2: Strategic Analysis - Causal and Behavioral Framework
      - name: strategic_analysis
        type: parallel
        steps:
          - agent: Macroeconomic Analysis Agent
            input: contextual_dataset
            output: macro_analysis
          - agent: Behavioral Economics Agent
            input: contextual_dataset
            output: behavioral_analysis
          - agent: Geopolitical Risk Agent
            input: contextual_dataset
            output: geopolitical_analysis
        next_step: tactical_analysis

      # Stage 3: Tactical Analysis - Quantitative and Deep Learning Framework
      - name: tactical_analysis
        type: parallel
        steps:
          - agent: Fundamental Analyst Agent
            input: contextual_dataset
            output: fundamental_analysis
          - agent: Technical Analyst Agent
            input: contextual_dataset
            output: technical_analysis
          - agent: Algorithmic Trading Strategy Agent
            input: contextual_dataset
            output: algo_strategy_analysis
        next_step: preliminary_synthesis

      # Stage 4: Recommendation, Explanation, and Refinement
      - agent: Orchestrator Agent # Synthesis role
        name: preliminary_synthesis
        input:
          - macro_analysis
          - behavioral_analysis
          - geopolitical_analysis
          - fundamental_analysis
          - technical_analysis
          - algo_strategy_analysis
        output: preliminary_recommendation
        next_step: meta_cognitive_review

      - agent: Meta-Cognitive Agent
        name: meta_cognitive_review
        input: preliminary_recommendation
        output: refined_recommendation
        next_step: report_generation

      - agent: Report Generation Agent
        name: report_generation
        input: refined_recommendation
        output: final_report
        next_step: end

      - name: end
        type: end