{"slug":"ai-slop-cleaner","source_name":"ai-slop-cleaner","name":"AI Slop Cleaner","description":"Post-implementation cleanup that removes AI-generated bloat while preserving functionality. Runs pass-by-pass with test verification after each pass. Activate after kraken/spark complete a feature, or when a codebase needs hygiene work.","version":1,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":40.9,"total_cases":22,"passed_cases":9,"tokens_delta_pct":210.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-28T23:51:40.825366+00:00"},"skill_score":0.4091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":40.9,"without_pass_pct":4.5,"tokens_delta_pct":210.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":true,"completed_at":"2026-07-28T23:51:40.825366+00:00","run_id":"d416a8be-7a69-4dfa-a56b-58711593edfa","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":"MIT License","install_count":0,"manifest_hash":"2972e35fad03bacd9e1a7b72c886bb1fad1592625871b6d878cccefbb8783f3a","raw_url":"https://app.decimal.ai/s/ai-slop-cleaner/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/ai-slop-cleaner"}