Evolutionary Metric Ranking

Methodology for systematically zooming into high-quality configurations across multiple evaluation metrics using per-metric percentile cutoffs, intersection-based filtering, and evolutionary optimization. Domain-agnostic principles with quantitative trading case studies.

Companion skills: rangebar-eval-metrics (metric definitions) | adaptive-wfo-epoch (WFO integration) | backtesting-py-oracle (SQL validation)

Self-Evolving Skill: This skill improves through use. If instructions are wrong, parameters drifted, or a workaround was needed — fix this file immediately, don't defer. Only update for real, reproducible issues.

When to Use This Skill

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