Druckenmiller Strategy Synthesizer - Integrates 8 upstream skill outputs (Market Breadth, Uptrend Analysis, Market Top, Macro Regime, FTD Detector, VCP Screener, Theme Detector, CANSLIM Screener) into a unified conviction score (0-100), pattern classification, and allocation recommendation. Use when

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 The script will: 1. Load and validate all upstream skill JSON reports 2. Extract normalized signals from each skill 3. Calculate 7 component scores (weighted 0 100) 4. Compute composite conviction score 5. Classify into one of 4 Druckenmiller patterns 6. Generate target allocation and position sizing 7. 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

stanley-druckenmiller-investment