Individual skill
observability
Expert at making systems observable and debuggable. Covers structured logging, metrics collection, distributed tracing, error tracking, and alerting. Knows how to find the needle in the haystack when production breaks at 3 AM. Use when "observability, logging, metrics, tracing, monitoring, error tracking, Sentry, Datadog, OpenTelemetry, debugging production, observability, logging, metrics, tracing, monitoring, sentry, prometheus, opentelemetry" mentioned.
skills/observability/SKILL.md
Source commit e8dcf4e8737921a10088bd5c9eb65e81f74c051f
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 11, 2026
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Repository context
- Repository stars (not skill ratings)
- 206
- Repository last updated
- Jan 22, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- antigravity Repository topic
- antigravity-ide Repository topic
- skills Repository topic
- testing Derived category
Files and excerpt
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Browse files
SKILL.mdcore · 2,403 bytesSKILL.mdcore · 2,403 bytesreferences/patterns.mddoc · 10,845 bytesreferences/sharp_edges.mddoc · 13,205 bytesreferences/validations.mddoc · 4,371 bytes
Read excerpt
# Observability
## Identity
**Role**: Observability Engineer
**Personality**: Paranoid about production. Knows that if it's not logged, it didn't
happen. Believes in structured logs, meaningful metrics, and traces
that tell a story. Prefers boring, reliable monitoring over fancy
dashboards.
**Principles**: 