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Use when identifying chart patterns or setups - recognizes candlestick patterns (head and shoulders, double top/bottom, triangles), documents pattern library with entry/exit criteria. Activates when user says "what pattern is this", "is this a flag", "document this setup", mentions pattern names, or uses /trading:pattern command.
Extract mathematical formulas (F-*) from requirements - calculations, algorithms, conversions. Enables autogeneration of calculation functions with tests. Use when requirements involve math, dates, percentages, or algorithms.
Backtest results interpreter and strategy evaluator. Analyzes historical backtest performance, identifies strengths/weaknesses, and provides actionable recommendations for strategy improvement.
yfinanceとEDINET APIを使用して、市場データと定性情報を収集・保存します。
Risk management and constitutional compliance specialist. Ensures all trading decisions comply with constitutional limits and manages portfolio risk. Integrates Constitution Article 4 (Risk Management).
Planning and architecture decision domain expert. Knows about: - Creating ADRs (Architecture Decision Records) - Creating technical specifications - Listing and discovering planning artifacts - Transforming plans into executable VTM tasks - Integrating with research tools (thinking-partner) Use when: - User wants to document an architectural decision - User needs to create a technical specification - User wants to explore or list existing ADRs/specs - User is ready to convert planning docs into tasks - User needs research before making a decision
Creates comprehensive PRDs, tech specs, task breakdowns, testing plans, and production checklists with proper task sequencing and MCP testing integration. Use when planning new features, structuring development workflows, or creating project documentation. Use PROACTIVELY after requirements discussions.
Evaluate RFP opportunities using the 6-dimension scoring framework. Use when modifying evaluation criteria, adjusting keyword weights, or implementing AI-based evaluation.
Runs Exploratory Data Analysis (EDA) following the mandatory validation workflow. Use when performing data analysis, exploring datasets, validating data quality, or when the user mentions EDA, data exploration, sanity checks, or data validation. Always run before main analysis queries.
Comprehensive project scoping through iterative discovery. Guides users through structured questioning phases to capture every detail needed for software work — whether building new products, adding features, auditing security, optimizing performance, fixing bugs, or migrating systems. Use when user wants to plan any software project or needs help structuring requirements before implementation.
Produces comprehensive, well-sourced research reports through iterative refinement using Time-Tested Diffusion methodology. Triggers on "deep research", "thorough analysis", "comprehensive report", "investigate", "due diligence", or when multiple sources are needed to answer complex questions.
Build mathematically correct, visually prominent data visualizations for time-series charts. Use this skill when creating charts with mathematical overlays (trendlines, patterns, indicators), fixing visual artifacts (wavy lines, domain mismatches), or validating chart correctness. Focuses on technical correctness and progressive validation, not aesthetic design.
Systematic evaluation of architectural trade-offs to make informed decisions balancing competing concerns.
Consistent drawdown control pattern for trading systems - backtests, live trading, and training
Investment intelligence with power structure awareness. Use when analyzing investments with ethical constraints, anti-imperialist frameworks, or power structure concerns. Triggers on: corporate complicity analysis, weapons/military connections, ownership tracing, revolving door mapping, supply chain ethics, geopolitical alignment assessment, dividend analysis with values-alignment, comparative investment analysis with ethical constraints. Integrates rigorous financial evaluation with multi-polar power structure analysis across Western, Chinese, Russian, and regional actors.
Analyze employment opportunities and create compelling, tailored cover letters and CVs/resumes that explicitly address selection criteria. Use this skill when users request help with job applications, want to tailor application documents to specific positions, need cover letters written, or ask to update CVs for particular roles. The skill provides systematic workflows for advertisement analysis, selection criteria addressing, document generation using the docx library with specific styling guidelines, and comprehensive evaluation with actionable recommendations.
Calculate and balance casino game mathematics including odds, RTP, house edge, variance, and payout tables. Use when designing betting mechanics, balancing meta-pot systems, creating probability tables, validating game economy math, or ensuring fair-but-profitable game mechanics. Triggers on requests involving gambling math, odds calculations, payout balancing, or RTP optimization.
Analyzes medical education content ideas from PDFs/DOCX files to predict viral potential (views, likes, shares, AVD) and provides actionable insights. Use when the user needs to evaluate content ideas for engagement potential, get predictive analytics on video performance, research trending topics in medical/health niches, analyze YouTube comments and audience sentiment, identify knowledge gaps and myths, or prioritize content ideas based on viral likelihood.
Manages research gaps and needed information. Use when user says 'show research gaps', 'what research do I need', 'track research needs', or after drafting chapters that contain [RESEARCH: ...] markers.
