qdrant-monitoring — GitHub Copilot skill: setup and features
Guides Qdrant observability setup and incident diagnostics through metrics. Useful when search requests slow down or memory usage spikes.
npx skills add github/awesome-copilot --skill qdrant-monitoringWhat qdrant-monitoring does
This skill provides steps to track Qdrant performance and cluster health. It covers Prometheus scraping, health probes, and Hybrid Cloud configurations.
During outages, the agent uses these references to diagnose memory growth or stuck optimizers. The skill inspects project files using Read, Grep, and Glob.
Install it for production clusters. It simplifies metric analysis when requests start timing out.
What it helps with
- set up Qdrant metric collection with Prometheus
- diagnose stuck optimizers and slow queries
- troubleshoot unexpected memory growth
- configure health probes and cluster alerting
Example prompts for the agent
- Why is memory growing in my Qdrant cluster?
- Help me set up Prometheus scraping for Qdrant
- Optimizer seems stuck in Qdrant, how do I check metrics?
How to install qdrant-monitoring
1Skills CLI (Vercel)
npx skills add github/awesome-copilot --skill qdrant-monitoring2GitHub CLI
gh skill install github/awesome-copilot qdrant-monitoring3Manually: put the files in place
.github/skills/qdrant-monitoring/SKILL.md1Skills CLI (Vercel)
npx skills add github/awesome-copilot --skill qdrant-monitoring -a claude-code2Manually: put the files in place
~/.claude/skills/qdrant-monitoring/SKILL.mdCopy the whole skill folder; for one project use .claude/skills/qdrant-monitoring/
Manually: put the files in place
.agents/skills/qdrant-monitoring/SKILL.mdFor all projects use ~/.agents/skills/
Manually: put the files in place
.cursor/skills/qdrant-monitoring/SKILL.mdCursor also reads .agents/skills/ and .claude/skills/
Platform CLI
gemini skills install https://github.com/github/awesome-copilot --path skills/qdrant-monitoringManually: put the files in place
.devin/skills/qdrant-monitoring/SKILL.mdThe legacy .windsurf/skills/ path still works
Claude.ai
Zip the folder and upload it in Settings → Capabilities → Skills
From the same set554
The whole set →Similar
Questions about qdrant-monitoring
How to install qdrant-monitoring in GitHub Copilot?
Run gh skill install github/awesome-copilot qdrant-monitoring or npx skills add github/awesome-copilot --skill qdrant-monitoring. Alternatively, put the file at .github/skills/qdrant-monitoring/SKILL.md.
What does qdrant-monitoring do?
It guides GitHub Copilot on configuring Qdrant monitoring and observability. It also provides workflows to diagnose issues like stuck optimizers or high memory consumption.
Which tools does qdrant-monitoring access?
The skill allows Read, Grep, and Glob. The assistant uses them to inspect configuration files and verify setup details across the project.
Source text
SKILL.md · MIT
--- name: qdrant-monitoring description: "Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, Grafana, or health checks. Also use when debugging production issues that require metric analysis." allowed-tools: - Read - Grep - Glob --- # Qdrant Monitoring Qdrant monitoring allows tracking performance and health of your deployment, and identifying issues before they become outages. First determine whether you need to set up monitoring or diagnose an active issue. - Understand available metrics [Monitoring docs](https://search.qdrant.tech/md/documentation/operations/monitoring/) ## Monitoring Setup Prometheus scraping, health probes, Hybrid Cloud specifics, alerting, and log centralization. [Monitoring Setup](setup/SKILL.md) ## Debugging with Metrics Optimizer stuck, memory growth, slow requests. Using metrics to diagnose active production issues. [Debugging with Metrics](debugging/SKILL.md)
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