agiprolabs writes skills that help AI agents with quantitative trading work, spanning prediction market automation on Kalshi with live-execution safety controls, documented strategy design with entry, exit and risk rules, and market regime detection. Their catalog also covers Solana MEV protection through Jito bundles, DeFi yield evaluation, sentiment extraction from social and on-chain data, and Solana wallet profiling. Their most popular work centers on turning live trading experience into reusable, evidence-gated methods.
Claude Trading Skills
68 skills · 513 stars · MIT
Prediction Market Live Ops Use when building, backtesting, operating, or scaling automated trading on prediction markets (Ka…
Backtrader Event-driven backtesting with bar-by-bar execution, complex order types, multiple analyzers, and…
Birdeye Api Solana token market data via Birdeye — prices, OHLCV, trades, token metadata, security checks, an…
Coingecko Api Broad crypto market data from CoinGecko covering 13,000+ tokens.
Cointegration Analysis Cointegration testing for pairs trading using Engle-Granger, Johansen, and rolling stability anal…
Copy Trading Wallet evaluation, monitoring, and copy-trade strategy design for Solana DEX trading
Correlation Analysis Cross-asset correlation analysis including rolling correlation, hierarchical clustering, tail dep…
Cost Basis Engine Multi-method cost basis computation including specific identification, FIFO, LIFO, HIFO, and prop…
Crypto Tax Export Export trade history and tax calculations in formats compatible with Koinly, CoinTracker, CoinLed…
Custom Indicators Crypto-native indicators including NVT ratio, exchange flow, funding rate signals, holder momentu…
Defillama Api Free DeFi analytics across all chains — TVL, token prices, DEX volumes, fees/revenue, stablecoins…
Define trading strategies with entry, exit and risk rules Write a testable trading strategy spec with rules, sizing and kill criteria.
Dex Execution Solana DEX swap execution via Jupiter aggregator including quoting, transaction building, signing…
Dex Pool Analysis AMM pool mechanics comparison across Raydium, Orca, and Meteora including fee structures, pool ty…
Dexscreener Api Free, no-auth multi-chain DEX pair data — prices, volume, liquidity, transactions, and token prof…
Exit Strategies Systematic exit rules, stop-loss methods, take-profit strategies, and trailing stop implementatio…
Feature Engineering Feature construction from market data for ML trading models including price, volume, on-chain, an…
Fixed Income [STUB] Bond pricing, yield curves, duration and convexity analysis, and DeFi lending rate modeling
Helius Api Enhanced Solana RPC with DAS API, parsed transactions, webhooks, and priority fee estimation via…
Impermanent Loss Impermanent loss calculation, modeling, and breakeven analysis for AMM liquidity provision across…
Jito Bundles Jito bundle submission for MEV protection on Solana — bundle building, tip strategies, block engi…
Kalshi Api Kalshi exchange mechanics — RSA-PSS auth, order schema, YES/NO orderbook convention, WebSocket, a…
Kalshi Crypto Index Markets Kalshi daily and hourly range markets on crypto prices (BTC, ETH) and equity indices (S&P 500, Na…
Kalshi Weather Markets Daily temperature high/low bracket and threshold contracts on Kalshi — contract structure, foreca…
Kelly Criterion Kelly criterion optimal sizing with fractional variants, edge estimation, and practical applicati…
Liquidity Analysis DEX liquidity depth assessment, slippage estimation, and pool composition analysis for Solana tokens
Lp Math AMM liquidity provision mathematics including constant-product, concentrated liquidity, price imp…
Market Microstructure DEX orderflow analysis, trade classification, buyer/seller pressure, and microstructure signals f…
Market Microstructure Traditional Traditional market microstructure concepts applied to crypto — order book dynamics, market making…
Mean Reversion Mean-reversion strategy tools including Hurst exponent, half-life estimation, z-score signals, AD…
Mev Analysis MEV exposure assessment, sandwich attack detection, and protection strategies for Solana DEX trading
Ohlcv Processing Market data preparation including OHLCV resampling, gap handling, anomaly detection, normalizatio…
Options Pricing [STUB] Options pricing models including Black-Scholes, binomial trees, Monte Carlo, implied volat…
Pandas Ta Technical analysis with 130+ indicators using pandas-ta for crypto market data
Polymarket Api Polymarket exchange mechanics — on-chain Polygon CTF, Gamma/CLOB/Data APIs, EIP-712 auth, identif…
Portfolio Analytics Portfolio-level performance measurement including return metrics, risk metrics, risk-adjusted rat…
Position Sizing Trade sizing methods including fixed fractional, volatility-adjusted, Kelly criterion, and liquid…
Prediction Market Strategy Venue- and market-type-agnostic strategy, sizing, and backtesting layer for binary prediction mar…
Pumpfun Mechanics PumpFun bonding curve math, graduation mechanics, instruction parsing, and PumpSwap migration
Raptor Dex Self-hosted Solana DEX aggregator by SolanaTracker — multi-hop routing across 25+ DEXes, WebSocke…
Regime Detection Market regime identification using volatility clustering, trend detection, and statistical method…
Regulatory Reporting [STUB] Regulatory report generation including IRS Form 8949, Schedule D, FinCEN FBAR, and state-s…
Risk Management Portfolio-level risk controls, drawdown management, exposure limits, and circuit breakers for cry…
Rl Execution Reinforcement learning for trade execution optimization including order splitting, adaptive timin…
Sentiment Analysis Market sentiment extraction from social media, news, and on-chain data including mention velocity…
Shredstream Pre-execution Solana transaction streaming via Jito ShredStream, Shyft RabbitStream, and Triton D…
Signal Classification ML trading signal classifiers using XGBoost and LightGBM with walk-forward validation, SHAP featu…
Slippage Modeling Execution cost estimation, slippage curve modeling, and optimal trade sizing based on AMM liquidi…