GitHub
drawdown-guardrails-pattern
Consistent drawdown control pattern for trading systems - backtests, live trading, and training
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databases finance investment AI 技能
发现 databases finance investment 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
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GitHub
persistent-sector-caching
Cache yfinance sector data permanently to avoid Yahoo Finance rate limits. Trigger when: (1) 401 errors during sector fetching, (2) sector updates take too long, (3) need selective sector refresh.
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GitHub
symbol-selection-statistical
Statistical analysis for selecting trading symbols compatible with mean-reversion/momentum strategies, GARCH risk models, and Markov regime detection
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GitHub
reward-function-hold-bias
Fix HOLD bias in RL reward function. Trigger when: (1) model learns to always HOLD, (2) trade rate is too low (
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GitHub
crypto-pair-fee-optimization
Analysis of crypto-to-crypto vs crypto-to-fiat (USD) trading on Alpaca for fee optimization and risk considerations
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GitHub
risk-sizing-not-blocking
Risk managers should SIZE trades, not BLOCK them. Trigger when: (1) capital manager blocks trades, (2) risk manager rejects orders, (3) trades fail due to 'exceeds limit', (4) components don't work in harmony.
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GitHub
data-source-priority
Ensure Alpaca API is used for quality data, not yfinance fallback. Trigger when: (1) crypto volume filter fails unexpectedly, (2) zero-volume bars in data, (3) API key configuration issues.
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GitHub
backtest-capital-accounting
Critical fix for backtest capital accounting when equity curves are inflated or drawdown metrics are meaningless
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GitHub
multi-agent-integration
Integrate Claude agents into training and live trading (v3.0). Trigger when: (1) setting up multi-agent training, (2) adding agent consultation to live trading, (3) configuring orchestrator, (4) understanding a...
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GitHub
dotted-symbol-exclusion
Exclude ALL dotted symbols from yfinance sector lookups and training. Trigger when: (1) yfinance errors on warrants/units/class shares, (2) training notebook fails on excluded symbol types, (3) adding new symbo...
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GitHub
alpaca-algo-plus-data
Use Alpaca Algo Trader Plus for 4+ years of historical data. Trigger when: (1) increasing lookback, (2) data source selection, (3) yfinance comparison.
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GitHub
dashboard-pnl-visualization
Trading dashboard P&L visualization with profit tracker integration, win-rate overlays, R-multiples, and configurable settings
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GitHub
per-sector-candidate-filtering
Per-sector candidate limits using yfinance sector data. Trigger when: (1) universe selection has too many candidates, (2) need sector diversity in candidate pool, (3) downloading historical data takes too long.
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GitHub
plan
Create implementation plans from spec via iterative codebase research and strategic questions. Produces mini-PR plans optimized for iterative development. Use after $spec or when you have clear requirements. Tr...
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GitHub
strategy-council
Multi-perspective AI council for designing, validating, and improving trading strategies with 5 specialized agents.
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GitHub
alpha-research-validation-lab
Institutional-grade strategy validation, walk-forward analysis, and regime-aware testing.
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GitHub
alpha-forensics-decay-scout
Institutional-grade monitoring of alpha exhaustion, execution capacity, and regime drift.
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GitHub
data-intelligence-fabric
Institutional-grade data cleaning, tick physics auditing, and gap reconstruction.
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GitHub
execution-excellence-tca
Minimizing slippage, benchmarking fills, and detecting toxic flow.
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GitHub
factor-risk-adversarial-simulator
Institutional-grade management of systemic risk, hidden correlations, and black-swan stress testing.
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GitHub
execution-hooks
Pre-trade risk gates and post-trade audit actions for institutional compliance.
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GitHub
data-visualization-techniques
This skill should be used when creating charts, graphs, dashboards, or data visualizations - covers chart type selection, D3.js patterns, Recharts usage, dashboard design principles, and data storytelling techn...
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GitHub
tech-debt-analyzer
Analyze and prioritize technical debt with refactoring recommendations. Use when evaluating code quality or planning debt reduction.
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GitHub
pm-knowledge-base
Product Management frameworks, methodologies, and best practices library. Provides PM knowledge including prioritization (RICE, MoSCoW), goal setting (OKR, SMART), customer research (JTBD, Personas), and produc...
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。