Skills by agiprolabs
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cointegration-analysis
MIT· ★ 248 · updated 2026-06-24 — Cointegration Analysis identifies when two non-stationary price series move together toward a stable equilibrium, enabling statistical arbitrage and mean-reversion trading. The…
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correlation-analysis
MIT· ★ 248 · updated 2026-06-24 — Correlation Analysis helps traders and portfolio managers understand how crypto assets move in tandem across different market conditions. It covers Pearson, Spearman, and Kendall…
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feature-engineering
MIT· ★ 248 · updated 2026-06-24 — Transform raw market data into stationary, predictive features for crypto trading models. This skill covers price, volume, technical, microstructure, and on-chain feature…
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kelly-criterion
MIT· ★ 248 · updated 2026-06-24 — Kelly Criterion computes the mathematically optimal fraction of your bankroll to risk on each trade, balancing growth against ruin risk. The skill implements the Kelly formula…
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mean-reversion
MIT· ★ 248 · updated 2026-06-24 — Mean-reversion identifies when prices, spreads, or other financial metrics deviate from their long-run average and predictably return. This skill provides statistical tests (ADF,…
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pandas-ta
MIT· ★ 248 · updated 2026-06-24 — pandas-ta extends pandas with 130+ technical indicators callable via `df.ta` on OHLCV DataFrames. It covers trend, momentum, volatility, volume, and overlap categories, with…
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portfolio-analytics
MIT· ★ 248 · updated 2026-06-24 — Portfolio Analytics calculates comprehensive performance metrics from equity curves and trade logs, including returns, volatility, value-at-risk, Sharpe and Sortino ratios,…
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position-sizing
MIT· ★ 248 · updated 2026-06-24 — Position Sizing provides five methods to determine trade size based on account risk, volatility, edge probability, and market liquidity. Fixed fractional sizing—risking a set…
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regime-detection
MIT· ★ 248 · updated 2026-06-24 — Regime Detection classifies market conditions across volatility and trend axes to help you choose the right strategy for current conditions. It combines simple approaches like ATR…
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strategy-framework
MIT· ★ 248 · updated 2026-06-24 — Strategy Framework provides a standardized template for documenting trading strategies with precise, machine-testable rules. It enforces discipline through structured sections…