{"slug":"lloydchang-debug-distributed-systems","source_name":"lloydchang/debug-distributed-systems","name":"Lloydchang/Debug Distributed Systems","description":"Specialized debugging skill for distributed systems across multiple clusters, nodes, and network boundaries. Use when troubleshooting complex multi-node deployments, cross-cluster communication, or distributed agent coordination.","version":1,"lift":{"pass_rate_delta_pts":77.27,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":-18.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-04T01:20:31.992460+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":77.27,"with_pass_pct":95.5,"without_pass_pct":18.2,"tokens_delta_pct":-18.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-04T01:20:31.992460+00:00","run_id":"a516bb9d-620e-4d4c-8ddf-c1664fd26ccd","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":"AGPL-3.0","install_count":0,"manifest_hash":"e4bf29906c5daecec8df5e78a5227315a9d0c4c19e5f2be907e50e0e92fb8c18","raw_url":"https://app.decimal.ai/s/lloydchang-debug-distributed-systems/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/lloydchang-debug-distributed-systems"}