Ranking Eval Loop
Description
# Ranking eval loop — mine real misses, then measure the fix A ranking change is the easiest kind of change to ship on a hunch and the hardest to be right about, because a re-ranked top-10 looks plausible either way. This loop makes that impossible: the misses come from real sessions, the labels are written before the ranker is run, and nothing ships without a held-out delta. Read `docs/EVALS.md` §1 (the instruments) and §4 (ranking changes, measured) before you start. ## Step 0 — recalibrate
Installation
Installs to ~/.claude/skills/redhat-et-ripwire-ranking-eval-loop/SKILL.md
mkdir -p ~/.claude/skills/redhat-et-ripwire-ranking-eval-loop && curl -fsSL https://raw.githubusercontent.com/redhat-et/ripwire/HEAD/prompts/ranking-eval-loop.md -o ~/.claude/skills/redhat-et-ripwire-ranking-eval-loop/SKILL.md Restart Claude Code, or start a new session, for it to be picked up.
Full documentation available on GitHub
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**Generated:** 2026-04-11