agiprolabs

Wallet evaluation, monitoring, and copy-trade strategy design for Solana DEX trading

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

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

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

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

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

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

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

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

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

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[STUB] Bond pricing, yield curves, duration and convexity analysis, and DeFi lending rate modeling

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Enhanced Solana RPC with DAS API, parsed transactions, webhooks, and priority fee estimation via Helius

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

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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

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

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DEX liquidity depth assessment, slippage estimation, and pool composition analysis for Solana tokens

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

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MEV exposure assessment, sandwich attack detection, and protection strategies for Solana DEX trading

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

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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

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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.

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

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

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AMM liquidity provision mathematics including constant-product, concentrated liquidity, price impact, and LP share calculations

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