{"slug":"jeremylongshore-clay-advanced-troubleshooting","source_name":"jeremylongshore/clay-advanced-troubleshooting","name":"Jeremylongshore/Clay Advanced Troubleshooting","description":"Deep-debug complex Clay enrichment failures, provider degradation, and data flow issues.\nUse when standard troubleshooting fails, investigating intermittent enrichment failures,\nor preparing detailed evidence for Clay support escalation.\nTrigger with phrases like \"clay hard bug\", \"clay mystery error\",\n\"clay impossible to debug\", \"difficult clay issue\", \"clay deep debug\".","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":58.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T16:01:57.851477+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":81.8,"without_pass_pct":50,"tokens_delta_pct":58.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-13T16:01:57.851477+00:00","run_id":"987a54da-f32f-4fdc-92e4-867b0d7c4eae","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":"ff5646062aa5603112f5345da0dfe6b05e574943be8568cf023b5a69f274e800","raw_url":"https://app.decimal.ai/s/jeremylongshore-clay-advanced-troubleshooting/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jeremylongshore-clay-advanced-troubleshooting"}