{"slug":"jeremylongshore-databricks-cluster-forensics","source_name":"jeremylongshore/databricks-cluster-forensics","name":"Jeremylongshore/Databricks Cluster Forensics","description":"Diagnose broken or unexplained Databricks compute — slow cold starts, failed\ncluster launches, Photon paying its premium without the speedup, DBR-upgrade\nlandmines, and spot-interruption shuffle aborts — by correlating a cluster's\nlive event stream across API surfaces. Use when a Databricks cluster won't\nstart, died mid-run, is randomly slow to start, when planning a Databricks\nRuntime upgrade, or when a job keeps failing on spot loss. Trigger with\n\"databricks cluster won't start\", \"cluster fail","version":1,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":112.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-14T00:25:24.741522+00:00"},"skill_score":0.7727,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":77.3,"without_pass_pct":40.9,"tokens_delta_pct":112.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-14T00:25:24.741522+00:00","run_id":"e81c2fe9-694c-402c-aac0-a68b92ccb76c","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":"70fd84651d09d93628d44561ab559a8e2193aad3bbe3bfdbdd50907a7f3352e4","raw_url":"https://app.decimal.ai/s/jeremylongshore-databricks-cluster-forensics/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jeremylongshore-databricks-cluster-forensics"}