agiprolabs/claude-trading-skills

sentiment-analysis

Market sentiment extraction from social media, news, and on-chain data including mention velocity, fear and greed indices, and influencer tracking

kalshi-api

Kalshi exchange mechanics — RSA-PSS auth, order schema, YES/NO orderbook convention, WebSocket, and endpoint surface. Market-type-agnostic shared layer for all Kalshi skills.

kalshi-crypto-index-markets

Kalshi daily and hourly range markets on crypto prices (BTC, ETH) and equity indices (S&P 500, Nasdaq-100) — bracket structure, Gaussian P(YES) modeling on price/vol, close-offset decision timing, longshot-sell edge with honest evidence bounds

kalshi-weather-markets

Daily temperature high/low bracket and threshold contracts on Kalshi — contract structure, forecast→P(YES) map, settlement rules, cross-venue divergences, and weather-specific pitfalls

polymarket-api

Polymarket exchange mechanics — on-chain Polygon CTF, Gamma/CLOB/Data APIs, EIP-712 auth, identifier model, WebSocket, settlement, and geo/KYC constraint

prediction-market-strategy

Venue- and market-type-agnostic strategy, sizing, and backtesting layer for binary prediction markets (Kalshi, Polymarket, ForecastEx). Covers the durable edge thesis, fee-aware selection, fractional-Kelly sizing, and leak-free validation methodology.

risk-management

Portfolio-level risk controls, drawdown management, exposure limits, and circuit breakers for crypto trading

backtrader

Event-driven backtesting with bar-by-bar execution, complex order types, multiple analyzers, and custom indicators

birdeye-api

Solana token market data via Birdeye — prices, OHLCV, trades, token metadata, security checks, and trader activity

coingecko-api

Broad crypto market data from CoinGecko covering 13,000+ tokens. Global market stats, historical price data going back years, exchange volumes, trending tokens, and category filters. Best for macro analysis and long-term historical data.

cointegration-analysis

Cointegration testing for pairs trading using Engle-Granger, Johansen, and rolling stability analysis

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 dependence, and regime-dependent correlation

cost-basis-engine

Multi-method cost basis computation including specific identification, FIFO, LIFO, HIFO, and proportional average cost with partial sell handling

crypto-tax-export

Export trade history and tax calculations in formats compatible with Koinly, CoinTracker, CoinLedger, TokenTax, and IRS Form 8949

custom-indicators

Crypto-native indicators including NVT ratio, exchange flow, funding rate signals, holder momentum, and smart money flow

defillama-api

Free DeFi analytics across all chains — TVL, token prices, DEX volumes, fees/revenue, stablecoins, and bridges

dex-execution

Solana DEX swap execution via Jupiter aggregator including quoting, transaction building, signing, and confirmation

dex-pool-analysis

AMM pool mechanics comparison across Raydium, Orca, and Meteora including fee structures, pool types, creation patterns, and volume efficiency

dexscreener-api

Free, no-auth multi-chain DEX pair data — prices, volume, liquidity, transactions, and token profiles

exit-strategies

Systematic exit rules, stop-loss methods, take-profit strategies, and trailing stop implementations for crypto trading

feature-engineering

Feature construction from market data for ML trading models including price, volume, on-chain, and microstructure features

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 Helius

impermanent-loss

Impermanent loss calculation, modeling, and breakeven analysis for AMM liquidity provision across pool types

jito-bundles

Jito bundle submission for MEV protection on Solana — bundle building, tip strategies, block engine endpoints, and landing rate optimization

kelly-criterion

Kelly criterion optimal sizing with fractional variants, edge estimation, and practical application for crypto trading

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 impact, and LP share calculations

market-microstructure

DEX orderflow analysis, trade classification, buyer/seller pressure, and microstructure signals for Solana tokens

market-microstructure-traditional

Traditional market microstructure concepts applied to crypto — order book dynamics, market making theory, price formation models, execution quality measurement, and CEX vs DEX structural differences

mean-reversion

Mean-reversion strategy tools including Hurst exponent, half-life estimation, z-score signals, ADF testing, and Ornstein-Uhlenbeck modeling

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, normalization, and multi-source merging

options-pricing

[STUB] Options pricing models including Black-Scholes, binomial trees, Monte Carlo, implied volatility surfaces, and Greeks for crypto options

pandas-ta

Technical analysis with 130+ indicators using pandas-ta for crypto market data

portfolio-analytics

Portfolio-level performance measurement including return metrics, risk metrics, risk-adjusted ratios, rolling analysis, and HTML reports

position-sizing

Trade sizing methods including fixed fractional, volatility-adjusted, Kelly criterion, and liquidity-constrained sizing

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, WebSocket streaming, Yellowstone Jet TPU submission, no rate limits