{"slug":"ibrahim-3d-systematic-debugging","source_name":"ibrahim-3d/systematic-debugging","name":"Ibrahim 3d/Systematic Debugging","description":"Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes","version":1,"lift":{"pass_rate_delta_pts":-4.55,"pass_rate_pct":68.2,"total_cases":22,"passed_cases":15,"tokens_delta_pct":63.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-23T04:31:49.799409+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":-4.55,"with_pass_pct":68.2,"without_pass_pct":72.7,"tokens_delta_pct":63.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-23T04:31:49.799409+00:00","run_id":"4183f0b4-6ec5-48e5-afa4-3e969d178247","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":"AGPL-3.0","install_count":0,"manifest_hash":"7bee175b538ba5aa007900dd32ad80b9bb3dd117494a63f78edba53142f65229","raw_url":"https://app.decimal.ai/s/ibrahim-3d-systematic-debugging/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/ibrahim-3d-systematic-debugging"}