{"slug":"michael-denyer-maintain-verification-skill","source_name":"michael-denyer/maintain-verification-skill","name":"Michael Denyer/Maintain Verification Skill","description":"Periodic pass that keeps a project's verification skill and feature map honest: parallel source readers per feature, one live session driving every feature, at most one PR of proven corrections. Use for /maintain-verification-skill or \"audit the verify skill\".","version":3,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":23.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-10-07T09:24:55.713263+00:00"},"skill_score":0.9444,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":94.4,"without_pass_pct":44.4,"tokens_delta_pct":23.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":true,"completed_at":"2026-10-07T09:24:55.713263+00:00","run_id":"6d4cbec5-5c2a-4346-8eec-7caf681c9d25","latest_attempt":{"id":"6d4cbec5-5c2a-4346-8eec-7caf681c9d25","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-10-07T09:24:55.713263+00:00","gate":null},"version_number":3,"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,"total_uses":0,"total_users":0,"manifest_hash":"53d58f6353f2bf7669d05cf868bd875bc829a7eb4b1fce1b3a0331c3ef322ee5","install_name":"michael-denyer-maintain-verification-skill","version_id":"474e39c6-8c34-4bfe-a8d7-cc285ae2ef02","body_sha256":"53d58f6353f2bf7669d05cf868bd875bc829a7eb4b1fce1b3a0331c3ef322ee5","render_hash":"ae7b5775324bfb4c7da8e800f9ed90b5c65883cdfaa33ebf0e4fc4c7c26905a8","raw_url":"https://app.decimal.ai/s/michael-denyer-maintain-verification-skill/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/michael-denyer-maintain-verification-skill"}