observability-and-instrumentation
observability-and-instrumentation is an Observability & incident response skill for AI agents, published by addyosmani in the agent-skills repository on GitHub. Skillspace rates observability-and-instrumentation D (68/100) and the safety scan flagged it for review; a judge model has also reviewed it.
Flagged for review. Read the source before running it.
Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the available data.
- Grade
- D
- Quality
- 68 / 100
- Safety
- Needs review
- GitHub stars
- 93,916
Placed #2 of 6 in the judged category final for Observability & incident response.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- Medium-risk patterns
- License
- Not declared. Check the repository before reusing it.
Judge review
Placed #2 of 6 in the judged category final for Observability & incident response.
- Trigger
88 88 - Instructions
93 93 - Specificity
95 95 - Safety
88 88 - Disclosure
74 74 - Maintenance
63 63
Genuinely senior-level instrumentation guidance, down to correctly distinguishing correlation IDs from entry-point tags across multi-source logs.
What the scanner flagged
- reads environment variables
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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