{"slug":"aiskillstore-systematic-debugging","source_name":"aiskillstore/systematic-debugging","name":"Aiskillstore/Systematic Debugging","description":"Systematic methodology for debugging bugs, test failures, and unexpected behavior.\nUse when encountering any technical issue before proposing fixes. Covers root cause\ninvestigation, pattern analysis, hypothesis testing, and fix implementation.\nUse ESPECIALLY when under time pressure, \"just one quick fix\" seems obvious, or\nyou've already tried multiple fixes. NOT for exploratory code reading.","version":7,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":67.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-02T23:34:27.026853+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":81.8,"without_pass_pct":50,"tokens_delta_pct":67.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-09-02T23:34:27.026853+00:00","run_id":"dbdc5eb6-e48b-4323-87a6-44e8fbaf07cd","latest_attempt":{"id":"dbdc5eb6-e48b-4323-87a6-44e8fbaf07cd","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-09-02T23:34:27.026853+00:00","gate":null},"version_number":6,"is_latest_version":false,"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":"e730087f5ee4f3cf8d75992c64e9bbfb319fd0064633e0b238f7e08f0d4cd912","install_name":"aiskillstore-systematic-debugging","version_id":"42580cd1-8c58-4264-a153-4104a895d366","body_sha256":"e730087f5ee4f3cf8d75992c64e9bbfb319fd0064633e0b238f7e08f0d4cd912","render_hash":"7afa3be9eca918e903ef7eb8e8fb1d53a7cc41d1d3cc432d037b60138c856b8c","raw_url":"https://app.decimal.ai/s/aiskillstore-systematic-debugging/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aiskillstore-systematic-debugging"}