agiprolabs
- 68 skills
- 0 followers
- 1 week ago last updated
- ▌ Ta Lib · agiprolabs bundleC-optimized technical analysis with 150+ functions and 61 candlestick pattern recognition functions via TA-Lib
- ▌ Lp Math · agiprolabs bundleAMM liquidity provision mathematics including constant-product, concentrated liquidity, price impact, and LP share calculations
- ▌ Vectorbt · agiprolabs bundleHigh-performance vectorized backtesting with parameter optimization, portfolio simulation, and rich performance metrics
- ▌ Pandas Ta · agiprolabs bundleTechnical analysis with 130+ indicators using pandas-ta for crypto market data
- ▌ Backtrader · agiprolabs bundleEvent-driven backtesting with bar-by-bar execution, complex order types, multiple analyzers, and custom indicators
- ▌ Helius API · agiprolabs bundleEnhanced Solana RPC with DAS API, parsed transactions, webhooks, and priority fee estimation via Helius
- ▌ Kalshi API · agiprolabs bundleKalshi exchange mechanics — RSA-PSS auth, order schema, YES/NO orderbook convention, WebSocket, and endpoint surface. Market-type-agnostic shared layer for all Kalshi skills.
- ▌ Raptor Dex · agiprolabs bundleSelf-hosted Solana DEX aggregator by SolanaTracker — multi-hop routing across 25+ DEXes, WebSocket streaming, Yellowstone Jet TPU submission, no rate limits
- ▌ Solana Rpc · agiprolabs bundleDirect Solana blockchain interaction via JSON-RPC — account lookups, token balances, transaction submission, and program queries
- ▌ Birdeye API · agiprolabs bundleSolana token market data via Birdeye — prices, OHLCV, trades, token metadata, security checks, and trader activity
- ▌ Shredstream · agiprolabs bundlePre-execution Solana transaction streaming via Jito ShredStream, Shyft RabbitStream, and Triton Deshred
- ▌ Copy Trading · agiprolabs bundleWallet evaluation, monitoring, and copy-trade strategy design for Solana DEX trading
- ▌ Fixed Income · agiprolabs bundle[STUB] Bond pricing, yield curves, duration and convexity analysis, and DeFi lending rate modeling
- ▌ Jito Bundles · agiprolabs bundleJito bundle submission for MEV protection on Solana — bundle building, tip strategies, block engine endpoints, and landing rate optimization
- ▌ Mev Analysis · agiprolabs bundleMEV exposure assessment, sandwich attack detection, and protection strategies for Solana DEX trading
- ▌ Rl Execution · agiprolabs bundleReinforcement learning for trade execution optimization including order splitting, adaptive timing, and impact minimization
- ▌ Coingecko API · agiprolabs bundleBroad 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.
- ▌ Defillama API · agiprolabs bundleFree DeFi analytics across all chains — TVL, token prices, DEX volumes, fees/revenue, stablecoins, and bridges
- ▌ Dex Execution · agiprolabs bundleSolana DEX swap execution via Jupiter aggregator including quoting, transaction building, signing, and confirmation
- ▌ Trade Journal · agiprolabs bundleStructured trade logging, performance review, behavioral pattern detection, and strategy attribution for systematic improvement
- ▌ Mean Reversion · agiprolabs bundleMean-reversion strategy tools including Hurst exponent, half-life estimation, z-score signals, ADF testing, and Ornstein-Uhlenbeck modeling
- ▌ Polymarket API · agiprolabs bundlePolymarket exchange mechanics — on-chain Polygon CTF, Gamma/CLOB/Data APIs, EIP-712 auth, identifier model, WebSocket, settlement, and geo/KYC constraint
- ▌ Whale Tracking · agiprolabs bundleLarge wallet monitoring, accumulation and distribution detection, and smart money signal generation for Solana tokens
- ▌ Yield Analysis · agiprolabs bundleDeFi yield evaluation including fee APR, real vs nominal yield, net APY after costs, and yield sustainability analysis
- ▌ Dexscreener API · agiprolabs bundleFree, no-auth multi-chain DEX pair data — prices, volume, liquidity, transactions, and token profiles
- ▌ Exit Strategies · agiprolabs bundleSystematic exit rules, stop-loss methods, take-profit strategies, and trailing stop implementations for crypto trading
- ▌ Kelly Criterion · agiprolabs bundleKelly criterion optimal sizing with fractional variants, edge estimation, and practical application for crypto trading
- ▌ Options Pricing · agiprolabs bundle[STUB] Options pricing models including Black-Scholes, binomial trees, Monte Carlo, implied volatility surfaces, and Greeks for crypto options
- ▌ Position Sizing · agiprolabs bundleTrade sizing methods including fixed fractional, volatility-adjusted, Kelly criterion, and liquidity-constrained sizing
- ▌ Risk Management · agiprolabs bundlePortfolio-level risk controls, drawdown management, exposure limits, and circuit breakers for crypto trading
- ▌ Sybil Detection · agiprolabs bundleCoordinated wallet cluster detection, wash trading identification, and fake activity analysis for Solana tokens
- ▌ Token Economics · agiprolabs bundleToken supply dynamics, vesting analysis, inflation modeling, and valuation frameworks for crypto tokens
- ▌ Impermanent Loss · agiprolabs bundleImpermanent loss calculation, modeling, and breakeven analysis for AMM liquidity provision across pool types
- ▌ Ohlcv Processing · agiprolabs bundleMarket data preparation including OHLCV resampling, gap handling, anomaly detection, normalization, and multi-source merging
- ▌ Regime Detection · agiprolabs bundleMarket regime identification using volatility clustering, trend detection, and statistical methods for adaptive trading
- ▌ Trade Accounting · agiprolabs bundleDouble-entry bookkeeping for trading operations with ledger management, P&L statements, balance sheets, and cash flow reporting
- ▌ Wallet Profiling · agiprolabs bundleBehavioral classification, performance analysis, and trading style detection for Solana wallets
- ▌ Yellowstone Grpc · agiprolabs bundleReal-time Solana transaction and account streaming via Yellowstone gRPC (Geyser plugin)
- ▌ Cost Basis Engine · agiprolabs bundleMulti-method cost basis computation including specific identification, FIFO, LIFO, HIFO, and proportional average cost with partial sell handling
- ▌ Crypto Tax Export · agiprolabs bundleExport trade history and tax calculations in formats compatible with Koinly, CoinTracker, CoinLedger, TokenTax, and IRS Form 8949
- ▌ Custom Indicators · agiprolabs bundleCrypto-native indicators including NVT ratio, exchange flow, funding rate signals, holder momentum, and smart money flow
- ▌ Dex Pool Analysis · agiprolabs bundleAMM pool mechanics comparison across Raydium, Orca, and Meteora including fee structures, pool types, creation patterns, and volume efficiency
- ▌ Pumpfun Mechanics · agiprolabs bundlePumpFun bonding curve math, graduation mechanics, instruction parsing, and PumpSwap migration
- ▌ Slippage Modeling · agiprolabs bundleExecution cost estimation, slippage curve modeling, and optimal trade sizing based on AMM liquidity depth
- ▌ Solanatracker API · agiprolabs bundleSolana token data, PnL, risk scores, 1-second OHLCV, wallet analytics, and self-hosted swap execution via Raptor
- ▌ Liquidity Analysis · agiprolabs bundleDEX liquidity depth assessment, slippage estimation, and pool composition analysis for Solana tokens
- ▌ Sentiment Analysis · agiprolabs bundleMarket sentiment extraction from social media, news, and on-chain data including mention velocity, fear and greed indices, and influencer tracking
- ▌ Solana Tx Building · agiprolabs bundleSolana transaction construction including instruction building, account resolution, compute budget, priority fees, and versioned transactions
- ▌ Strategy Framework · agiprolabs bundleStandardized template for defining trading strategies with entry rules, exit rules, position sizing, risk parameters, and performance criteria
- ▌ Feature Engineering · agiprolabs bundleFeature construction from market data for ML trading models including price, volume, on-chain, and microstructure features
- ▌ Portfolio Analytics · agiprolabs bundlePortfolio-level performance measurement including return metrics, risk metrics, risk-adjusted ratios, rolling analysis, and HTML reports
- ▌ Tax Loss Harvesting · agiprolabs bundleTax-loss harvesting opportunity identification, scoring, and planning with wash sale compliance and annual carryforward tracking
- ▌ Volatility Modeling · agiprolabs bundleVolatility estimation, forecasting, and regime classification using GARCH, EWMA, realized volatility, and volatility cones
- ▌ Wash Sale Detection · agiprolabs bundleWash sale detection under 2025 US crypto rules with 61-day window monitoring, disallowed loss tracking, and safe re-entry countdown
- ▌ Correlation Analysis · agiprolabs bundleCross-asset correlation analysis including rolling correlation, hierarchical clustering, tail dependence, and regime-dependent correlation
- ▌ Regulatory Reporting · agiprolabs bundle[STUB] Regulatory report generation including IRS Form 8949, Schedule D, FinCEN FBAR, and state-specific crypto reporting requirements
- ▌ Market Microstructure · agiprolabs bundleDEX orderflow analysis, trade classification, buyer/seller pressure, and microstructure signals for Solana tokens
- ▌ Signal Classification · agiprolabs bundleML trading signal classifiers using XGBoost and LightGBM with walk-forward validation, SHAP feature importance, and threshold optimization
- ▌ Token Holder Analysis · agiprolabs bundleToken holder distribution, concentration metrics, insider detection, and supply analysis for Solana tokens
- ▌ Trading Visualization · agiprolabs bundleProfessional trading charts including candlesticks, equity curves, drawdowns, correlation heatmaps, and return distributions
- ▌ Cointegration Analysis · agiprolabs bundleCointegration testing for pairs trading using Engle-Granger, Johansen, and rolling stability analysis
- ▌ Kalshi Weather Markets · agiprolabs bundleDaily temperature high/low bracket and threshold contracts on Kalshi — contract structure, forecast→P(YES) map, settlement rules, cross-venue divergences, and weather-specific pitfalls
- ▌ Tax Liability Tracking · agiprolabs bundleReal-time tax liability analysis for active crypto traders with proportional cost basis, gain classification, and tax-aware trading signals
- ▌ Walk Forward Validation · agiprolabs bundleWalk-forward validation framework for trading strategies and ML models with time-series-aware splits, overfit detection, and regime-aware validation
- ▌ Prediction Market Live Ops · agiprolabsUse 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 · agiprolabs bundleVenue- 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.
- ▌ Kalshi Crypto Index Markets · agiprolabs bundleKalshi 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
- ▌ Market Microstructure Traditional · agiprolabs bundleTraditional market microstructure concepts applied to crypto — order book dynamics, market making theory, price formation models, execution quality measurement, and CEX vs DEX structural differences