Druckenmiller Strategy Synthesizer Purpose Synthesize outputs from 8 upstream analysis skills (5 required + 3 optional) into a single composite conviction score (0-100), classify the market into one of 4 Druckenmiller patterns, and generate actionable allocation recommendations. This is a meta-skill that consumes structured JSON outputs from other skills — it requires no API keys of its own. When to Use This Skill English: User asks "What's my overall conviction?" or "How should I be positioned?" User wants a unified view synthesizing breadth, uptrend, top risk, macro, and FTD signals User asks about Druckenmiller-style portfolio positioning User requests strategy synthesis after running individual analysis skills User asks "Should I increase or decrease exposure?" User wants pattern classification (policy pivot, distortion, contrarian, wait) Japanese: 「総合的な市場判断は？」「今のポジショニングは？」 ブレッドス、アップトレンド、天井リスク、マクロの統合判断 「エクスポージャーを増やすべき？減らすべき？」 「ドラッケンミラー分析を実行して」 個別スキル実行後の戦略統合レポート Input Requirements Required Skills (5)

Skill JSON Prefix Role 1 Market Breadth Analyzer market_breadth_ Market participation breadth 2 Uptrend Analyzer uptrend_analysis_ Sector uptrend ratios 3 Market Top Detector market_top_ Distribution / top risk (defense) 4 Macro Regime Detector macro_regime_ Macro regime transition (1-2Y structure) 5 FTD Detector ftd_detector_ Bottom confirmation / re-entry (offense) Optional Skills (3)

Skill JSON Prefix Role 6 VCP Screener vcp_screener_ Momentum stock setups (VCP) 7 Theme Detector theme_detector_ Theme / sector momentum 8 CANSLIM Screener canslim_screener_ Growth stock setups + M(Market Direction) Run the required skills first. The synthesizer reads their JSON output from reports/ . Execution Workflow Phase 1: Verify Prerequisites Check that the 5 required skill JSON reports exist in reports/ and are recent (< 72 hours). If any are missing, run the corresponding skill first. Phase 2: Execute Strategy Synthesizer python3 skills/stanley-druckenmiller-investment/scripts/strategy_synthesizer.py \ --reports-dir reports/ \ --output-dir reports/ \ --max-age 72 The script will: Load and validate all upstream skill JSON reports Extract normalized signals from each skill Calculate 7 component scores (weighted 0-100) Compute composite conviction score Classify into one of 4 Druckenmiller patterns Generate target allocation and position sizing Output JSON and Markdown reports Phase 3: Present Results Present the generated Markdown report, highlighting: Conviction score and zone Detected pattern and match strength Strongest and weakest components Target allocation (equity/bonds/alternatives/cash) Position sizing parameters Relevant Druckenmiller principle Phase 4: Provide Druckenmiller Context Load appropriate reference documents to provide philosophical context: High conviction: Emphasize concentration and "fat pitch" principles Low conviction: Emphasize capital preservation and patience Pattern-specific: Apply relevant case study from references/case-studies.md 7-Component Scoring System

Component Weight Source Skill(s) Key Signal 1 Market Structure 18% Breadth + Uptrend Market participation health 2 Distribution Risk 18% Market Top (inverted) Institutional selling risk 3 Bottom Confirmation 12% FTD Detector Re-entry signal after correction 4 Macro Alignment 18% Macro Regime Regime favorability 5 Theme Quality 12% Theme Detector Sector momentum health 6 Setup Availability 10% VCP + CANSLIM Quality stock setups 7 Signal Convergence 12% All 5 required Cross-skill agreement 4 Pattern Classifications Pattern Trigger Conditions Druckenmiller Principle Policy Pivot Anticipation Transitional regime + high transition probability "Focus on central banks and liquidity" Unsustainable Distortion Top risk >= 60 + contraction/inflationary regime "How much you lose when wrong matters most" Extreme Sentiment Contrarian FTD confirmed + high top risk + bearish breadth "Most money made in bear markets" Wait & Observe Low conviction + mixed signals (default) "When you don't see it, don't swing" Conviction Zone Mapping Score Zone Exposure Guidance 80-100 Maximum Conviction 90-100% Fat pitch - swing hard 60-79 High Conviction 70-90% Standard risk management 40-59 Moderate Conviction 50-70% Reduce position sizes 20-39 Low Conviction 20-50% Preserve capital, minimal risk 0-19 Capital Preservation 0-20% Maximum defense Output Files druckenmiller_strategy_YYYY-MM-DD_HHMMSS.json — Structured analysis data druckenmiller_strategy_YYYY-MM-DD_HHMMSS.md — Human-readable report API Requirements None. This skill reads JSON outputs from other skills. No API keys required. Reference Documents references/investment-philosophy.md Core Druckenmiller principles: concentration, capital preservation, 18-month horizon Quantitative rules: daily vol targets, max position sizing Load when providing philosophical context for conviction assessment references/market-analysis-guide.md Signal-to-action mapping framework Macro regime interpretation for allocation decisions Load when explaining component scores or allocation rationale references/case-studies.md Historical examples: 1992 GBP, 2000 tech bubble, 2008 crisis Pattern classification examples with actual market conditions Load when user asks about historical parallels references/conviction_matrix.md Quantitative signal-to-action mapping tables Market Top Zone x Macro Regime matrix Load when user needs precise exposure numbers for specific signal combinations When to Load References First use: Load investment-philosophy.md for framework understanding Allocation questions: Load market-analysis-guide.md + conviction_matrix.md Historical context: Load case-studies.md Regular execution: References not needed — script handles scoring Relationship to Other Skills Skill Relationship Time Horizon Market Breadth Analyzer Input (required) Current snapshot Uptrend Analyzer Input (required) Current snapshot Market Top Detector Input (required) 2-8 weeks tactical Macro Regime Detector Input (required) 1-2 years structural FTD Detector Input (required) Days-weeks event VCP Screener Input (optional) Setup-specific Theme Detector Input (optional) Weeks-months thematic CANSLIM Screener Input (optional) Setup-specific This Skill Synthesizer Unified conviction