{"slug":"fcakyon-debug","source_name":"fcakyon/debug","name":"Fcakyon/Debug","description":"Evidence-before-action diagnosis of failing ML experiments. Probes the system before guessing causes, process list, dmesg, GPU stats, log scrollback, checkpoint state, then states a hypothesis as a hypothesis and runs a smoke before claiming a root cause. Use when the user asks why a run is failing, diverging, OOMing, hanging, slow, producing weird metrics, has crashed, or asks to debug, diagnose, troubleshoot, or investigate a training issue.","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":26.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-21T09:08:20.847980+00:00"},"skill_score":0.7727,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":77.3,"without_pass_pct":45.5,"tokens_delta_pct":26.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-21T09:08:20.847980+00:00","run_id":"2261f48e-1c68-47cd-859a-47795a958e46","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":"0ef71df752f9a397b3a1a59df8d6d1858fcf0f59bd2c8338590987395fcced5d","raw_url":"https://app.decimal.ai/s/fcakyon-debug/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/fcakyon-debug"}