{"slug":"avizmarlon-debug-protocol","source_name":"avizmarlon/debug-protocol","name":"Avizmarlon/Debug Protocol","description":"Systematic debugging protocol for AI agents — pivot evidence-collection strategy after two failed reproduction rounds; treat available evidence (screenshots, console output, error messages) as ground truth from round one. Use when troubleshooting bugs, intermittent failures, error reproduction, or failed instrumentation.","version":1,"lift":{"pass_rate_delta_pts":18.18,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":40.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T04:10:08.509950+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":18.18,"with_pass_pct":90.9,"without_pass_pct":72.7,"tokens_delta_pct":40.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-03T04:10:08.509950+00:00","run_id":"b449fdc7-7f0a-47f5-81c3-f59c919a93fb","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":"399ff41631d57995e1872677fb0516d1a0cc045eebce2eb72176a50f48644e6c","raw_url":"https://app.decimal.ai/s/avizmarlon-debug-protocol/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/avizmarlon-debug-protocol"}