Skill Designer

Weekly Performance Digest

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将已平仓的交易论点汇总为每周绩效报告，包含指标、模式分解和经验教训。

Trade Performance Coach

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审查已记录的交易，评估流程遵守、风险纪律、执行质量与行为模式，并生成教练报告。

Strategy Pivot Designer

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检测回测迭代停滞，并为交易策略生成结构不同的策略转向方案。

Residual Edge Analyzer

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Separate a strategy return series into declared baseline exposure and residual edge with returns-based OLS attribution, HAC inference, rolling stability, alternate-baseline sensitivity, and regime breakdowns. Use when evaluating whether backtest, out-of-sample, or live returns contain independent alpha beyond market, equal-weight, momentum, sector, or user-supplied factor returns; when explaining whether a drawdown came from baseline exposure or strategy-specific behavior; or when a strategy needs an attribution quality gate after backtesting. Do not use for holdings-based Brinson attribution, feature-level Shapley explanations, or analysis from summary metrics without a dated return series.

Pre Trade Discipline Gate

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离线交易前检查清单闸门，批准、复核或阻止计划中的手动订单并记录决策。

Manifoldbt Backtester

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Runs a declarative strategy spec over OHLCV bars with the manifoldbt Rust engine, pairs the fill log into round trips, and emits the eight inputs the backtest-expert skill scores. Use when the user wants to execute a backtest, measure a rule they have described, obtain win rate / average win / average loss / max drawdown from real bars, or feed backtest-expert with measured numbers instead of estimates.