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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.

Install into GitHub Copilot · Skills CLI (Vercel) All methods and platforms ↓
npx skills add github/awesome-copilot --skill qdrant-monitoring
Open on GitHub

What 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-monitoring

2GitHub CLI

gh skill install github/awesome-copilot qdrant-monitoring

3Manually: put the files in place

.github/skills/qdrant-monitoring/SKILL.md

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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)

© github · MIT · github/awesome-copilot

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