phenotype-lab-spec
研究対象集団・アウトカムのフェノタイプ定義と検査値活用仕様を作成する。 コンピューター実行可能なアルゴリズム形式で記述し、バリデーション計画を含める。
phoenix-xirr-fees-validator
Validation for XIRR and fee calculations. Use when working on server/analytics/xirr.ts, server/analytics/fees.ts, or their truth cases.
financial-time-series
Use when working with price data, trading signals, or implementing momentum strategies. Covers returns calculation, volatility targeting, momentum factors, MACD indicators, time-series momentum (TSMOM), portfolio construction, futures contracts, and risk-adjusted returns for trend-following strategies.
tracking-crypto-derivatives
Track futures, options, and perpetual swap positions with P&L calculations. Use when tracking futures and options positions. Trigger with phrases like "track derivatives", "check futures positions", or "analyze perps".
btc-trading-bot
Bitcoin trading simulation with technical analysis (EMA/RSI/Bollinger), Monte Carlo projections, and Telegram alerts. Cambodian market focus (USD/KHR 4050). TRIGGERS: BTC backtesting, indicator calculations, Fear & Greed integration, crypto strategy development, CoinGecko/Alternative.me APIs, portfolio simulation, trailing stop optimization, Sharpe/drawdown metrics. ENTRY POINTS: btc_trader.py (365d backtest), btc_simulation.py (60d Monte Carlo), backtest_runner.py (advanced metrics).
clinical-value
研究案の臨床的価値を評価する。患者アウトカム改善への貢献度、臨床意思決定への影響、 ガイドライン・治療戦略変更の可能性を多角的に評価。
risk-management
Risk management rules learned from competition outcomes. Use when sizing positions or setting stop-losses.
decision-making
Apply Tier 0 axioms to evaluate decisions. Use when making choices, assessing risk, or prioritizing work.
trading-best-practices
Critical analysis of trading techniques and financial innovation
rwd-editor-in-chief
RWD研究の企画から完成までを統括する編集長Skill。他のSkillを適切な順序で呼び出し、 研究案Top3の選定、スコアリング、感度分析計画、次アクションを統合出力する。
blue-ocean-strategy
Blue Ocean Strategy analysis using ERRC framework and Strategy Canvas. Use when: blue ocean, market differentiation, competitive strategy, value innovation, ERRC framework, strategy canvas, new market space, competitive analysis.
persistent-cache-gap-filling
Persistent data cache with gap-filling for historical market data. Trigger when: (1) cache re-downloads complete data unnecessarily, (2) time-based cache expiry wastes API calls, (3) historical data needs incremental updates only.
trader-agent
Short-term technical analysis specialist. Focuses on price action, chart patterns, momentum indicators, and volume analysis to identify optimal entry/exit points for trades.
broker-order-limitations
Alpaca broker limitations: crypto shorts blocked (broker doesn't support), stock shorts allowed. Trigger when: (1) shorting gate blocks wrong assets, (2) SELL signals blocked, (3) order type confusion.
quantconnect-validation
QuantConnect walk-forward validation and Phase 5 robustness testing (project)
infrastructure-sizing-and-capacity-planning
Methods for determining the optimal resource allocation for compute, database, and network systems to balance cost and performance.
tw-market-risk-analyzer
整合總經指標 (VIX, 美債殖利率)、匯率 (USD/TWD) 與籌碼 (融資餘額) 分析台股目前風險層級。
technical-indicators
计算股票技术指标（MA、MACD、RSI、BOLL等）。适用于技术分析、量化回测、趋势判断等场景。支持单个指标计算或批量计算所有指标，返回包含指标值的DataFrame。
stack-evaluation
Generate and evaluate stack candidates with a decision matrix. Use when after architecture-refinement completes.
