songjiun10-collab/senior-thinking-skills/observability-and-instrumentation
Claude Code and agent skill by songjiun10-collab/senior-thinking-skills
- community
Checking that the SKILL.md file is still in the repository.
Use when shipping production behavior, adding logs, metrics, traces, alerts, retries, queues, or external calls; when an incident is hard to explain from available telemetry; or when a feature needs operational evidence.
Install
npx vskill@latest install songjiun10-collab/senior-thinking-skills/observability-and-instrumentationSKILL.md
Observability and Instrumentation
The discipline is the same everywhere — start with the on-call questions, choose the right signal, follow the instrumentation rules, verify before claiming it's done — but how it's applied is calibrated per model. Pick the file for the model actually running:
| Model | File | |
|---|---|---|
| Claude Opus 5.5 | opus-5-5.md | |
| Claude Fable 5.1 | fable-5-1.md | |
| Claude Sonnet 5 | sonnet-5.md | |
| Claude Sonnet 5.5 | sonnet-5-5.md | |
| Claude Haiku 5.5 | haiku-5-5.md | |
| OpenAI GPT-6 Astra | gpt-6-astra.md | |
| OpenAI GPT-6 Sol | gpt-6-sol.md | |
| OpenAI GPT-6.1 Sol | gpt-6-1-sol.md | |
| OpenAI GPT-6 Luna | gpt-6-luna.md |
Read the file matching the model actually running before applying this skill.
Running a model not listed above (an older generation, a different model family entirely)? sonnet-5.md carries the fullest general-purpose version of the underlying procedure — read that one rather than skipping this skill.
Security
- Security scanPassed, 100 of 100Pattern checks on the skill's files.
- Model reviewNot runA model review is scheduled for the next rescan.
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingobservability-and-instrumentation/SKILL.md
Popularity
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Works with
Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.
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