{"slug":"ai-builder-club-setup-codebase-harness","source_name":"ai-builder-club/setup-codebase-harness","name":"AI Builder Club/Setup Codebase Harness","description":"Master skill — set up the full agent harness for any repo so an agent can work it reliably: legible (map-not-manual docs + custom lints), executable (one-command dev stack), verifiable (e2e gate + a verify-before-ship loop), plus commit hygiene and entropy control. Use when onboarding a new/unfamiliar codebase to agent-driven development — \"set up the harness\", \"make this repo agent-ready\", \"harness this codebase\".","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":20.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T21:18:36.885493+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":81.8,"without_pass_pct":59.1,"tokens_delta_pct":20.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T21:18:36.885493+00:00","run_id":"aac95626-cca0-4287-be5b-f428a53e92f8","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":null,"install_count":0,"manifest_hash":"f3d93f59f17dfd591cc646a21db5de3dd22fda2753c383c1745b37ae088feddb","raw_url":"https://app.decimal.ai/s/ai-builder-club-setup-codebase-harness/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/ai-builder-club-setup-codebase-harness"}