Skill Designer

Weekly Performance Digest

tradermonty

Aggregates closed trading theses into a weekly performance report with metrics, pattern breakdowns, and lessons.

Trade Performance Coach

tradermonty

Reviews recorded trades for process adherence, risk discipline, execution quality and behavior patterns, producing a coaching report.

Strategy Pivot Designer

tradermonty

Detects backtest iteration stagnation and generates structurally different strategy pivot proposals for trading strategies.

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

tradermonty

Offline pre-trade checklist gate that approves, reviews, or blocks planned manual orders and journals the decision.

Manifoldbt Backtester

tradermonty

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.