{"slug":"rshankras-fitness-functions","source_name":"rshankras/fitness-functions","name":"Rshankras/Fitness Functions","description":"Write architecture fitness functions — deterministic tests that enforce a project's hard rules (module boundaries, offline guarantees, content contracts) from inside its own test target. Use when a constraint lives only in prose (CLAUDE.md, code review) and should become un-arguable.","version":1,"lift":{"pass_rate_delta_pts":34.78,"pass_rate_pct":87,"total_cases":23,"passed_cases":20,"tokens_delta_pct":65.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-18T06:34:46.754953+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":34.78,"with_pass_pct":87,"without_pass_pct":52.2,"tokens_delta_pct":65.2,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-18T06:34:46.754953+00:00","run_id":"62fa3b8a-f9bb-4136-a3c7-100f6820ef3d","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":"MIT","install_count":0,"manifest_hash":"a5eb8fcb6f249890a55a3748f51acfb62c2a4ebafdacfe032df72f7a8250f5ae","raw_url":"https://app.decimal.ai/s/rshankras-fitness-functions/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/rshankras-fitness-functions"}