What problem does it solve? Running or modifying the strata benchmark suite without knowing its harness internals, result-path contracts, and historical defects leads to invalid comparisons, broken regression gates, and misinterpreted standings. This Skill provides the deep context needed before running benchmarks or interpreting results. ## Core Features & Use Cases - Harness Internals Reference: Documents the orchestrator (bench_main.py), report sections, metrics collection, and standalone deep-dive scripts, including which legacy components must not be recreated. - Standings and CI Tracking: Records quiet-machine sweep results, per-platform CI standings across five legs, and the cross-platform iteration loop for closing rows still behind competitors. - Regression Tooling Guidance: Explains the previous regression checker's three defects (crashing main, header contract drift, stale baseline keys) and the contract thresholds the rebuilt checker must enforce. - Use Case: Before dispatching a benchmark workflow run and fetching CI reports, load this Skill to correctly classify behind-rows as real gaps versus coin-flip noise and to follow the profile-first, A/B-proven fix workflow. ## Quick Start Load the benchmarking skill before running make bench-ci or interpreting benchmark results so the standings and regression gates are read correctly.