{"slug":"graniet-systematic-debugging","source_name":"graniet/systematic-debugging","name":"Graniet/Systematic Debugging","description":"Use when encountering any bug, test failure, or unexpected behavior. 4-phase root cause investigation — NO fixes without understanding the problem first.","version":1,"lift":{"pass_rate_delta_pts":20,"pass_rate_pct":76,"total_cases":25,"passed_cases":19,"tokens_delta_pct":96.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-23T05:11:49.570942+00:00"},"skill_score":0.76,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":20,"with_pass_pct":76,"without_pass_pct":56,"tokens_delta_pct":96.1,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":20,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-23T05:11:49.570942+00:00","run_id":"940571fd-9058-40ad-895a-30ed21235aae","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":"9a49637d4dabfbb07850ded49ab40e28bce62031db60ba09ebd62c11aea0ea1d","raw_url":"https://app.decimal.ai/s/graniet-systematic-debugging/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/graniet-systematic-debugging"}