{"slug":"avizmarlon-observability-when-to-add","source_name":"avizmarlon/observability-when-to-add","name":"Avizmarlon/Observability When To Add","description":"Instrumentation is directed, not preventive — add observability only when confirmed pain exists. Follow industry standards (OpenTelemetry, structured logging, performance.now()). Use when implementing metrics, tracing, performance debugging, or asking whether instrumentation is needed.","version":1,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":12.6,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T04:15:02.506453+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":100,"without_pass_pct":63.6,"tokens_delta_pct":12.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-03T04:15:02.506453+00:00","run_id":"2b18450b-383a-4452-9b94-7c2110047856","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":"6942e8d5e3b4f18e929e26d41d46a7708b5fa8165223247b6ee018d103f45b6c","raw_url":"https://app.decimal.ai/s/avizmarlon-observability-when-to-add/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/avizmarlon-observability-when-to-add"}