trading-skills

Plugin trading-skills from marketplace agiprolabs-claude-trading-skills in agiprolabs/claude-trading-skills. Commands read from the repo's manifest — 1 month ago.

Skills (68)

• 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. - httpx - pandas - numpy - api - market-data - crypto - histor

• 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

• 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

• 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-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

• market-microstructure

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

• 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

• polymarket-api

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

• 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

• prediction-market-live-ops

  Use when building, backtesting, operating, or scaling automated trading on prediction markets (Kalshi or similar) — evidence-gated methodology, live-execution safety rails, and falsification protocols distilled from a real live-money campaign

• 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.

• 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

• regime-detection

  Market regime identification using volatility clustering, trend detection, and statistical methods for adaptive trading

• regulatory-reporting

  [STUB] Regulatory report generation including IRS Form 8949, Schedule D, FinCEN FBAR, and state-specific crypto reporting requirements

• risk-management

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

• rl-execution

  Reinforcement learning for trade execution optimization including order splitting, adaptive timing, and impact minimization

• sentiment-analysis

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

• shredstream

  Pre-execution Solana transaction streaming via Jito ShredStream, Shyft RabbitStream, and Triton Deshred

• signal-classification

  ML trading signal classifiers using XGBoost and LightGBM with walk-forward validation, SHAP feature importance, and threshold optimization

• slippage-modeling

  Execution cost estimation, slippage curve modeling, and optimal trade sizing based on AMM liquidity depth

• solana-rpc

  Direct Solana blockchain interaction via JSON-RPC — account lookups, token balances, transaction submission, and program queries

• solana-tx-building

  Solana transaction construction including instruction building, account resolution, compute budget, priority fees, and versioned transactions

• solanatracker-api

  Solana token data, PnL, risk scores, 1-second OHLCV, wallet analytics, and self-hosted swap execution via Raptor

• strategy-framework

  Standardized template for defining trading strategies with entry rules, exit rules, position sizing, risk parameters, and performance criteria

• sybil-detection

  Coordinated wallet cluster detection, wash trading identification, and fake activity analysis for Solana tokens

• ta-lib

  C-optimized technical analysis with 150+ functions and 61 candlestick pattern recognition functions via TA-Lib

• tax-liability-tracking

  Real-time tax liability analysis for active crypto traders with proportional cost basis, gain classification, and tax-aware trading signals

• tax-loss-harvesting

  Tax-loss harvesting opportunity identification, scoring, and planning with wash sale compliance and annual carryforward tracking

• token-economics

  Token supply dynamics, vesting analysis, inflation modeling, and valuation frameworks for crypto tokens

• token-holder-analysis

  Token holder distribution, concentration metrics, insider detection, and supply analysis for Solana tokens

• trade-accounting

  Double-entry bookkeeping for trading operations with ledger management, P&L statements, balance sheets, and cash flow reporting

• trade-journal

  Structured trade logging, performance review, behavioral pattern detection, and strategy attribution for systematic improvement

• trading-visualization

  Professional trading charts including candlesticks, equity curves, drawdowns, correlation heatmaps, and return distributions

• vectorbt

  High-performance vectorized backtesting with parameter optimization, portfolio simulation, and rich performance metrics

• volatility-modeling

  Volatility estimation, forecasting, and regime classification using GARCH, EWMA, realized volatility, and volatility cones

• walk-forward-validation

  Walk-forward validation framework for trading strategies and ML models with time-series-aware splits, overfit detection, and regime-aware validation

• wallet-profiling

  Behavioral classification, performance analysis, and trading style detection for Solana wallets

• wash-sale-detection

  Wash sale detection under 2025 US crypto rules with 61-day window monitoring, disallowed loss tracking, and safe re-entry countdown

• whale-tracking

  Large wallet monitoring, accumulation and distribution detection, and smart money signal generation for Solana tokens

• yellowstone-grpc

  Real-time Solana transaction and account streaming via Yellowstone gRPC (Geyser plugin)

• yield-analysis

  DeFi yield evaluation including fee APR, real vs nominal yield, net APY after costs, and yield sustainability analysis

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