python-observability-patterns
Observability patterns for Python applications. Triggers on: logging, metrics, tracing, opentelemetry, prometheus, observability, monitoring, structlog, correlation id.
Install / Use
npx skills add aiskillstore/marketplace --skill python-observability-patternsInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
OperationsSupported Platforms
Our assessment of python-observability-patterns
python-observability-patterns scores 83/100 on our quality scale, 573rd of 738 Operations skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
It has 428 GitHub stars, a meaningful sign that others use it.
Maintenance, license and trust
- The repository was last updated 10 days ago, so python-observability-patterns is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
python-observability-patterns compared with similar skills
All 4 of these similar skills score higher than python-observability-patterns; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| python-observability-patterns (this skill)by aiskillstore | 83 | 428 | 10d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 90.5k | 19d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 74.4k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 85.6k | 1d ago | MCP Server |
| crawl4aiby unclecode | 100 | 84.7k | 9d ago | MCP Server |
Frequently asked questions
- How do I install python-observability-patterns?
- Run
npx skills add aiskillstore/marketplace --skill python-observability-patterns. The install tabs above show the steps for each supported agent. - Which AI agents does python-observability-patterns work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is python-observability-patterns safe to use?
- It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is python-observability-patterns still maintained?
- The repository was last updated 10 days ago, so python-observability-patterns is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.