{"slug":"fedoroff-vlad-add-observability","source_name":"fedoroff-vlad/add-observability","name":"Fedoroff Vlad/Add Observability","description":"Use when adding logging/observability to a new or existing service, module, or pipeline — or when a long-running job turned out to be unexplainable after the fact. Fires on: \"add logging\", \"нужно логирование\", \"what do we log here\", \"structured logs\", \"ship logs to Kibana/Elasticsearch/Loki\", \"why did this run fail and we can't tell\", \"add metrics/tracing to this pass\". Produces a logging design (event vocabulary, sink, levels, payload rule) written into the architecture doc first, then the wiri","version":1,"lift":{"pass_rate_delta_pts":27.27,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":28.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-09T17:20:22.511601+00:00"},"skill_score":0.7727,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":27.27,"with_pass_pct":77.3,"without_pass_pct":50,"tokens_delta_pct":28.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-09T17:20:22.511601+00:00","run_id":"f984b1fd-66c0-46ff-adfa-7c1512829443","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":"471fabaf81afb427cac82eb9a22b65e50f5a85e5e0e7d0450f16fb01bd8ceb8a","raw_url":"https://app.decimal.ai/s/fedoroff-vlad-add-observability/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/fedoroff-vlad-add-observability"}