agiprolabs
GitHub36 skills
backtraderagiprolabsEvent-driven backtesting with bar-by-bar execution, complex order types, multiple analyzers, and custom indicatorscointegration-analysisagiprolabsCointegration testing for pairs trading using Engle-Granger, Johansen, and rolling stability analysiscorrelation-analysisagiprolabsCross-asset correlation analysis including rolling correlation, hierarchical clustering, tail dependence, and regime-dependent correlationcustom-indicatorsagiprolabsCrypto-native indicators including NVT ratio, exchange flow, funding rate signals, holder momentum, and smart money flowdefillama-apiagiprolabsFree DeFi analytics across all chains — TVL, token prices, DEX volumes, fees/revenue, stablecoins, and bridgesdexscreener-apiagiprolabsFree, no-auth multi-chain DEX pair data — prices, volume, liquidity, transactions, and token profilesexit-strategiesagiprolabsSystematic exit rules, stop-loss methods, take-profit strategies, and trailing stop implementations for crypto tradingfeature-engineeringagiprolabsFeature construction from market data for ML trading models including price, volume, on-chain, and microstructure featureskelly-criterionagiprolabsKelly criterion optimal sizing with fractional variants, edge estimation, and practical application for crypto tradingmarket-microstructureagiprolabsDEX orderflow analysis, trade classification, buyer/seller pressure, and microstructure signals for Solana tokensmarket-microstructure-traditionalagiprolabsTraditional market microstructure concepts applied to crypto — order book dynamics, market making theory, price formation models, execution quality measurement, and CEX vs DEX structural differencesmean-reversionagiprolabsMean-reversion strategy tools including Hurst exponent, half-life estimation, z-score signals, ADF testing, and Ornstein-Uhlenbeck modelingmev-analysisagiprolabsMEV exposure assessment, sandwich attack detection, and protection strategies for Solana DEX tradingohlcv-processingagiprolabsMarket data preparation including OHLCV resampling, gap handling, anomaly detection, normalization, and multi-source mergingoptions-pricingagiprolabs[STUB] Options pricing models including Black-Scholes, binomial trees, Monte Carlo, implied volatility surfaces, and Greeks for crypto optionspandas-taagiprolabsTechnical analysis with 130+ indicators using pandas-ta for crypto market dataportfolio-analyticsagiprolabsPortfolio-level performance measurement including return metrics, risk metrics, risk-adjusted ratios, rolling analysis, and HTML reportsposition-sizingagiprolabsTrade sizing methods including fixed fractional, volatility-adjusted, Kelly criterion, and liquidity-constrained sizingpumpfun-mechanicsagiprolabsPumpFun bonding curve math, graduation mechanics, instruction parsing, and PumpSwap migrationregime-detectionagiprolabsMarket regime identification using volatility clustering, trend detection, and statistical methods for adaptive tradingrisk-managementagiprolabsPortfolio-level risk controls, drawdown management, exposure limits, and circuit breakers for crypto tradingsentiment-analysisagiprolabsMarket sentiment extraction from social media, news, and on-chain data including mention velocity, fear and greed indices, and influencer trackingsignal-classificationagiprolabsML trading signal classifiers using XGBoost and LightGBM with walk-forward validation, SHAP feature importance, and threshold optimizationslippage-modelingagiprolabsExecution cost estimation, slippage curve modeling, and optimal trade sizing based on AMM liquidity depthsolana-rpcagiprolabsDirect Solana blockchain interaction via JSON-RPC — account lookups, token balances, transaction submission, and program queriessolana-tx-buildingagiprolabsSolana transaction construction including instruction building, account resolution, compute budget, priority fees, and versioned transactionsstrategy-frameworkagiprolabsStandardized template for defining trading strategies with entry rules, exit rules, position sizing, risk parameters, and performance criteriata-libagiprolabsC-optimized technical analysis with 150+ functions and 61 candlestick pattern recognition functions via TA-Libtrade-accountingagiprolabsDouble-entry bookkeeping for trading operations with ledger management, P&L statements, balance sheets, and cash flow reportingtrade-journalagiprolabsStructured trade logging, performance review, behavioral pattern detection, and strategy attribution for systematic improvementtrading-visualizationagiprolabsProfessional trading charts including candlesticks, equity curves, drawdowns, correlation heatmaps, and return distributionsvectorbtagiprolabsHigh-performance vectorized backtesting with parameter optimization, portfolio simulation, and rich performance metricsvolatility-modelingagiprolabsVolatility estimation, forecasting, and regime classification using GARCH, EWMA, realized volatility, and volatility coneswalk-forward-validationagiprolabsWalk-forward validation framework for trading strategies and ML models with time-series-aware splits, overfit detection, and regime-aware validationwallet-profilingagiprolabsBehavioral classification, performance analysis, and trading style detection for Solana walletswhale-trackingagiprolabsLarge wallet monitoring, accumulation and distribution detection, and smart money signal generation for Solana tokens