Python Observability
Collects Python application metrics, logs, and traces to enable debugging and performance optimization in backend systems.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add python-observability npx -- -y @trustedskills/python-observability
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"python-observability": {
"command": "npx",
"args": [
"-y",
"@trustedskills/python-observability"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The python-observability skill enables AI agents to monitor, log, and analyze Python applications in real time. It integrates with popular observability tools like Prometheus, Grafana, and OpenTelemetry to provide insights into application performance, errors, and usage patterns.
When to use it
- Debugging complex Python backend services by tracking logs and metrics.
- Monitoring production systems for anomalies or performance bottlenecks.
- Building dashboards in Grafana to visualize system behavior over time.
- Implementing distributed tracing across microservices using OpenTelemetry.
Key capabilities
- Integration with Prometheus for metric collection.
- Support for logging via structured formats like JSON.
- Distributed tracing with OpenTelemetry.
- Real-time alerting based on predefined thresholds.
- Compatibility with Grafana for visualization and monitoring.
Example prompts
- "Set up Prometheus to monitor response times of my Flask API."
- "Generate a dashboard in Grafana showing error rates over the last 24 hours."
- "Add OpenTelemetry tracing to track requests across multiple microservices."
Tips & gotchas
- Ensure your Python environment has all required dependencies installed, such as
prometheus-clientandopentelemetry-api. - Observability tools may require configuration adjustments for proper data collection and visualization.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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Passed automated security scans.