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Claude Trading Skills
A comprehensive collection of 62 ready-to-use trading, DeFi, and quantitative finance Agent Skills. Works with Claude Code, Cursor, Codex, Gemini CLI, and 30+ other tools. Transform your AI agent into a trading analyst capable of executing complex multi-step workflows across market data analysis, on-chain research, backtesting, risk management, tax compliance, and more.
Crypto/DeFi-first. Extensible to all of quant finance.
⚠️ Disclaimer: This is an analysis and research toolkit. Nothing produced by these skills constitutes financial advice. Always do your own research.
⭐ If you find this repository useful, please consider giving it a star! It helps others discover these tools and encourages continued development.
📋 Table of Contents
- Why Use This?
- What's Included
- Getting Started
- Quick Examples
- Prerequisites
- Available Skills
- Contributing
- Troubleshooting
- FAQ
- Citation
- License
🚀 Why Use This?
⚡ Accelerate Your Research
- Skip API boilerplate — Skills handle Birdeye, DexScreener, Jupiter, Helius, CoinGecko, DeFiLlama integration
- Production-ready code — Tested patterns for backtesting, risk management, and portfolio analytics
- Multi-step workflows — Chain data retrieval → analysis → visualization in a single prompt
🎯 Comprehensive Coverage
- 62 Skills across 16 categories covering the full trading workflow
- 7 Market Data APIs — Solana-native and cross-chain data sources
- 6 Solana Infrastructure tools for real-time streams, shreds, bundles, DEX aggregation, and transaction building
- 5 On-Chain Analysis tools for wallet profiling, whale tracking, sybil detection, and liquidity analysis
- Statistical + ML methods purpose-built for trading
- 7 Tax & Compliance tools for cost basis, wash sales, tax-loss harvesting, and reporting
🔧 Easy Integration
- One-click setup via Claude Code plugin or manual copy for any Agent Skills-compatible tool
- Automatic discovery — Your agent finds and uses relevant skills based on your request
- Extensible — Add equities, options, futures skills following the same pattern
📦 What's Included
Skill Categories
| Category | Skills | Description |
|---|---|---|
| 📊 Market Data & APIs | 7 | Birdeye, DexScreener, SolanaTracker, CoinGecko, Helius, Solana RPC, DeFiLlama |
| 🔌 Solana Infrastructure | 6 | PumpFun mechanics, transaction building, Yellowstone gRPC, ShredStream, Jito bundles, Raptor DEX aggregator |
| 🔗 On-Chain Analysis | 5 | Wallet profiling, holder analysis, whale tracking, liquidity, sybil detection |
| 📈 Technical Analysis | 3 | pandas-ta, TA-Lib, crypto-native custom indicators |
| 🔄 Backtesting & Strategy | 4 | vectorbt, Backtrader, strategy framework, walk-forward validation |
| ⚖️ Portfolio & Risk | 4 | Portfolio analytics, position sizing, risk management, Kelly criterion |
| 🏦 DeFi Specific | 6 | LP math, impermanent loss, yield analysis, MEV, tokenomics, DEX pool analysis |
| 📐 Statistical Methods | 5 | Regime detection, volatility modeling, cointegration, mean reversion, correlation |
| 🤖 ML for Trading | 4 | Signal classification, feature engineering, RL execution, sentiment |
| ⚡ Execution & Trading | 4 | DEX execution, slippage modeling, copy-trading, exit strategies |
| 📉 Data & Visualization | 3 | Trading charts, OHLCV processing, trade journaling |
| 🔬 Market Microstructure | 2 | DEX orderflow analysis, traditional LOB theory, market making |
| 🔮 Quant Finance | 2 | Options pricing, fixed income |
| 🧾 Tax, Accounting & Compliance | 7 | Cost basis, wash sales, tax-loss harvesting, exports, bookkeeping, reporting |
Each skill includes:
- ✅ Comprehensive documentation (
SKILL.md) - ✅ Code examples with working snippets
- ✅ Use cases and integration guidance
- ✅ Reference materials in
references/
🎯 Getting Started
This repo follows the open Agent Skills standard and works with any compatible agent.