{ "prompt_metadata": { "prompt_id": "Market_Shock_Scenario_Analysis_v1", "prompt_version": "1.0", "creation_date": "YYYY-MM-DD", "description": "A prompt to analyze the potential impact of a specified market shock event on various asset classes, sectors, or a specific portfolio.", "author": "Jules - AI Software Engineer" }, "report_specifications": { "report_title": "Scenario Analysis: Impact of [Market Shock Event] on [Target Assets/Portfolio]", "market_shock_event": "[Specify the shock, e.g., 'Sudden 30% Oil Price Spike', 'Major Cyberattack on Financial Infrastructure', 'Unexpected Central Bank Policy Reversal', 'Natural Disaster Impacting Key Economic Zone']", "target_assets_portfolio": "[Specify, e.g., 'Global Equity Markets and Bond Yields', 'US Technology Sector', 'A Model Diversified Portfolio (60/40 Equity/Fixed Income)', 'Supply Chains for Semiconductor Industry']", "time_horizon_impact": "Immediate (0-1 month), Short-term (1-6 months), Medium-term (6-18 months).", "target_audience": "Risk Managers, Investment Committees, Portfolio Strategists, Financial Advisors", "output_format": "Markdown with structured sections", "tone_and_style": "Analytical, scenario-driven, focused on potential consequences and resilience, objective." }, "core_analysis_areas": [ { "section_id": "executive_summary", "section_title": "Executive Summary", "instructions": "Provide a concise overview of the market shock scenario, its main transmission mechanisms, the range of potential impacts on the specified targets, and key considerations for response or mitigation.", "key_considerations": [ "Brief definition of the shock event.", "Most likely direct and indirect impacts (qualitative and quantitative if possible).", "Key vulnerabilities and resilience factors of the target assets/portfolio.", "High-level strategic implications." ] }, { "section_id": "market_shock_scenario_definition", "section_title": "Market Shock Scenario Definition: [Market Shock Event]", "instructions": "Clearly define the parameters and assumptions of the market shock event.", "key_considerations": [ "Nature of the shock (e.g., supply-side, demand-side, financial contagion, policy-induced).", "Assumed magnitude and duration of the initial shock.", "Plausibility and potential triggers (if applicable).", "Historical precedents (if any, and their relevance)." ] }, { "section_id": "transmission_mechanisms", "section_title": "Transmission Mechanisms", "instructions": "Analyze how the shock event is expected to propagate through the financial system and real economy to affect the target assets/portfolio.", "key_considerations": [ "Direct impacts (e.g., immediate price changes for affected commodities).", "Indirect impacts (e.g., second-order effects on consumer confidence, business investment, credit conditions).", "Contagion channels (e.g., across asset classes, geographies, or sectors).", "Role of market sentiment and investor behavior.", "Potential policy responses (central bank, government) and their feedback loops." ] }, { "section_id": "impact_analysis_target", "section_title": "Impact Analysis on [Target Assets/Portfolio]", "instructions": "Detail the anticipated impacts across different time horizons. Consider a base case impact, and potentially best/worst case qualitative variations.", "key_considerations": [ "Immediate impact (0-1 month): Initial market reaction, volatility, liquidity effects.", "Short-term impact (1-6 months): Price adjustments, earnings revisions, credit spread movements, capital flows.", "Medium-term impact (6-18 months): Structural changes, policy adjustments settling in, recovery paths or prolonged stress.", "Quantify potential impacts where feasible (e.g., estimated % drawdown, basis point changes in yields, impact on GDP or corporate earnings growth).", "Identify specific vulnerabilities within the target assets/portfolio.", "Identify any potential (though perhaps counterintuitive) positive impacts or resilient components." ] }, { "section_id": "sector_asset_class_differentiation", "section_title": "Sector/Asset Class Differentiation (if applicable)", "instructions": "If the target is broad (e.g., 'Global Equity Markets'), analyze which sectors or sub-asset classes are likely to be most and least affected.", "key_considerations": [ "Most vulnerable sectors/asset classes and why.", "Potentially resilient or defensive sectors/asset classes.", "Factors driving the differential impact (e.g., leverage, cyclicality, international exposure, dependence on affected inputs)." ] }, { "section_id": "portfolio_implications_stress_test", "section_title": "Portfolio Implications & Stress Test Considerations (if target is a portfolio)", "instructions": "Analyze how the shock would specifically affect a given (model or actual) portfolio.", "key_considerations": [ "Estimated impact on overall portfolio value.", "Impact on key portfolio metrics (e.g., Sharpe ratio, VaR, tracking error).", "Effectiveness of existing hedges or diversification strategies under this shock.", "Identification of concentrated risks exposed by the shock." ] }, { "section_id": "potential_responses_mitigation_strategies", "section_title": "Potential Responses and Mitigation Strategies", "instructions": "Discuss potential actions that could be taken before, during, or after such a shock to mitigate negative impacts or capitalize on dislocations.", "key_considerations": [ "Pre-emptive measures (e.g., strategic asset allocation adjustments, hedging programs, building liquidity).", "Tactical responses during the shock (e.g., rebalancing, tax-loss harvesting, opportunistic buying).", "Long-term strategic adjustments post-shock.", "Considerations for policy makers if relevant to the shock type." ] }, { "section_id": "key_assumptions_uncertainties", "section_title": "Key Assumptions and Uncertainties", "instructions": "Clearly state the key assumptions underpinning the scenario analysis and highlight major uncertainties.", "key_considerations": [ "Assumptions about the shock's characteristics (magnitude, duration).", "Assumptions about policy responses.", "Assumptions about market participant behavior.", "Factors that could lead to significantly different outcomes (upside/downside).", "Limitations of the analysis." ] }, { "section_id": "conclusion", "section_title": "Conclusion", "instructions": "Summarize the main findings and the overall assessment of the market shock's potential severity and implications.", "key_considerations": [ "Reiterate the most significant expected impacts.", "Overall assessment of the risk posed by such an event.", "Key takeaways for the target audience." ] } ], "data_requirements": [ "Historical data on similar market shocks (if available).", "Academic research on market dynamics and crisis events.", "Financial market data (prices, volatility, correlations).", "Economic models or frameworks for assessing macroeconomic impacts.", "For portfolio analysis: portfolio holdings, risk characteristics, and relevant benchmarks." ], "expert_guidance_notes": [ "Be very clear about the definition and scope of the shock event.", "Acknowledge the difficulty of predicting complex system responses; focus on plausible impacts and sensitivities.", "Use scenario thinking to explore a range of outcomes, not just a single point forecast.", "Visual aids (e.g., flowcharts of transmission mechanisms, charts of potential impact ranges) can be very effective." ] }