{"slug":"jeremylongshore-clay-reliability-patterns","source_name":"jeremylongshore/clay-reliability-patterns","name":"Jeremylongshore/Clay Reliability Patterns","description":"Build fault-tolerant Clay integrations with circuit breakers, dead letter queues, and graceful degradation.\nUse when building production Clay pipelines that need resilience,\nimplementing retry strategies, or adding fault tolerance to enrichment workflows.\nTrigger with phrases like \"clay reliability\", \"clay circuit breaker\", \"clay resilience\",\n\"clay fallback\", \"clay fault tolerance\", \"clay dead letter queue\".","version":1,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":50,"total_cases":22,"passed_cases":11,"tokens_delta_pct":75.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T16:39:53.110133+00:00"},"skill_score":0.5,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":50,"without_pass_pct":22.7,"tokens_delta_pct":75.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-13T16:39:53.110133+00:00","run_id":"b3246c31-c679-4394-b412-4b30f759dbfe","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":"8bc0539447e9bcdefb039bef26f4925c537b29fea9b244d13585d47b3801afe3","raw_url":"https://app.decimal.ai/s/jeremylongshore-clay-reliability-patterns/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jeremylongshore-clay-reliability-patterns"}