其他技能

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

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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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PumpFun bonding curve math, graduation mechanics, instruction parsing, and PumpSwap migration

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

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

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

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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

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

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

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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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Cross-asset correlation analysis including rolling correlation, hierarchical clustering, tail dependence, and regime-dependent correlation

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

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

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

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

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Self-hosted Solana DEX aggregator by SolanaTracker — multi-hop routing across 25+ DEXes, WebSocket streaming, Yellowstone Jet TPU submission, no rate limits

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

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

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

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

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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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