Claude Trading Skills

A comprehensive collection of 67 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.

🙌 Add your skills — pull requests welcome! This collection grows from the community's real trading and research experience. Built something useful? A new exchange or chain, a market type, a data source, a strategy, or a hard-won lesson — open a PR and share it. The bar is simple: a working SKILL.md in the Agent Skills format with honest, tested guidance (see CONTRIBUTING.md). Every contribution helps the whole community trade smarter.

<p align="center"> <img src="claude-trading-skills.gif" alt="Claude Trading Skills Demo" width="800"/> </p>

⚠️ 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.

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📋 Table of Contents

• Why Use This?
• What's Included
• Getting Started
• Quick Examples
• Prerequisites
• Available Skills
• Contributing
• Troubleshooting
• FAQ
• Citation
• License

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🚀 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

• 67 Skills across 17 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

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📦 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 | | 🗳️ Prediction Markets | 5 | Kalshi & Polymarket exchange APIs, weather + crypto/index range markets, and the cross-cutting strategy/sizing/backtesting layer | | 🧾 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/

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🎯 Getting Started

This repo follows the open Agent Skills standard and works with any compatible agent.

Option A: Claude Code Plugin (Recommended)

The fastest way to install. Requires Claude Code v1.0.33+.

Step 1: Add the marketplace

/plugin marketplace add agiprolabs/claude-trading-skills

Step 2: Install the plugin

/plugin install trading-skills@agiprolabs-claude-trading-skills

That's it! All 67 skills are now available. Claude will automatically discover and use them when relevant to your trading tasks. Skills are namespaced as /trading-skills:skill-name.

Managing the plugin:

/plugin                                                    # Browse installed plugins
/plugin disable trading-skills@agiprolabs-claude-trading-skills   # Disable
/plugin enable trading-skills@agiprolabs-claude-trading-skills    # Re-enable
/plugin uninstall trading-skills@agiprolabs-claude-trading-skills # Remove
/reload-plugins                                            # Apply changes without restart

Option B: Manual Copy (Any Agent Skills-Compatible Tool)

Works with Claude Code, Cursor, Codex, Gemini CLI, and 30+ other tools.

Step 1: Clone the repository

git clone https://github.com/agiprolabs/claude-trading-skills.git

Step 2: Copy skills to your agent's skills directory

| Scope | Claude Code | Cursor | Codex | Gemini CLI | |-------|-------------|--------|-------|------------| | Global (all projects) | ~/.claude/skills/ | ~/.cursor/skills/ | ~/.codex/skills/ | ~/.gemini/skills/ | | Project (one project) | .claude/skills/ | .cursor/skills/ | .codex/skills/ | .gemini/skills/ |

# Global install — choose your tool:
cp -r claude-trading-skills/skills/* ~/.claude/skills/   # Claude Code
cp -r claude-trading-skills/skills/* ~/.cursor/skills/   # Cursor
cp -r claude-trading-skills/skills/* ~/.codex/skills/    # Codex
cp -r claude-trading-skills/skills/* ~/.gemini/skills/   # Gemini CLI

# Or project-level install (Claude Code example):
mkdir -p .claude/skills
cp -r /path/to/claude-trading-skills/skills/* .claude/skills/

Your agent will automatically discover the skills and use them when relevant to your trading tasks.

Note: Agent Skills are supported by 30+ tools including Claude Code, Cursor, Codex, Gemini CLI, VS Code Copilot, Roo Code, Goose, OpenHands, and more. See agentskills.io for the full list.

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💡 Quick Examples

🔍 Token Deep Dive

Use available skills. Analyze this Solana token: [MINT_ADDRESS]. Get current price and volume 
from Birdeye, check holder distribution and top 10 concentration, analyze liquidity depth across 
DEX pools, compute RSI/MACD/BBands on 1h candles, estimate slippage for a 0.5 SOL entry, and 
give me a risk assessment with suggested position size assuming 2% portfolio risk.

Skills Used: birdeye-api, token-holder-analysis, liquidity-analysis, dex-pool-analysis, pandas-ta, slippage-modeling, risk-management, position-sizing

📊 Strategy Backtest

Use available skills. Backtest a simple RSI mean-reversion strategy on SOL/USDC 1h candles for 
the past 6 months. Entry when RSI(14) < 30, exit when RSI > 70. Use 1% risk per trade with 
ATR(14)*2 stop loss. Show me equity curve, drawdown chart, and key metrics (Sharpe, max DD, 
win rate, profit factor).

Skills Used: birdeye-api, ohlcv-processing, pandas-ta, vectorbt, portfolio-analytics, trading-visualization

🏦 DeFi Yield Comparison

Use available skills. Compare yield opportunities for SOL across Raydium, Orca, and Meteora 
LP pools. Calculate impermanent loss at ±25% and ±50% price moves. Show me net APY after IL 
for each pool, and rank them by risk-adjusted yield. Include MEV risk assessment.

Skills Used: defillama-api, dex-pool-analysis, lp-math, impermanent-loss, yield-analysis, mev-analysis, trading-visualization

🐋 Whale Monitoring

Use available skills. Analyze the top 20 holders of [TOKEN_MINT]. Identify which wallets have 
been accumulating in the past 7 days. Check if any are known profitable traders. Show me the 
holder distribution with a Gini coefficient and flag any concentration risks.

Skills Used: helius-api, token-holder-analysis, whale-tracking, solana-onchain, trading-visualization

🧾 Tax-Aware Position Management

Use available skills. I'm tracking cost basis for my SOL trades using proportional (average)