{"slug":"michaelboeding-debug-council","source_name":"michaelboeding/debug-council","name":"Michaelboeding/Debug Council","description":"Research-aligned self-consistency for debugging. Spawns independent solver agents that each explore and debug the problem from scratch. Uses majority voting. Based on \"Self-Consistency Improves Chain of Thought Reasoning\" (Wang et al., 2022). Use for critical bugs, algorithms, or when other approaches have failed.","version":1,"lift":{"pass_rate_delta_pts":44,"pass_rate_pct":80,"total_cases":25,"passed_cases":20,"tokens_delta_pct":80.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T10:08:11.334457+00:00"},"skill_score":0.8,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":44,"with_pass_pct":80,"without_pass_pct":36,"tokens_delta_pct":80.7,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":20,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-03T10:08:11.334457+00:00","run_id":"8a629a5b-1c61-4f56-9d0d-9db428f8a213","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":"f4e0d83386d722ce5892faff481035cfd9665581a974af4358446d36bbe043fb","raw_url":"https://app.decimal.ai/s/michaelboeding-debug-council/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/michaelboeding-debug-council"}