Qdrant Monitoring

Qdrant Monitoring is a DevOps skill for Claude Code, published by qdrant in skills.

230 stars28 forkson qdrant/skillsAdded 2026/09/03Repository updated 2026/09/02

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Install in seconds

Install Qdrant Monitoring

Copy Qdrant Monitoring into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/qdrant/skills/tree/main/skills/qdrant-monitoring ~/.claude/skills/qdrant-monitoring

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/qdrant/skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/qdrant-monitoring/SKILL.md in qdrant/skills
Installs to: ~/.claude/skills/qdrant-monitoring
Collection: One of 25 skills cataloged from this repository
Category: DevOps — 868 skills

What Qdrant Monitoring does

Qdrant Monitoring routes monitoring and observability questions to the right guidance for Prometheus, Grafana, alerts, logs, and health checks. Use it when tracking metrics or debugging slow requests, memory growth, or optimizer issues.

Qdrant Monitoring is cataloged under DevOps on DirSkills. Qdrant Monitoring comes from a repository tagged agent-skills, ai-agents, claude-code, codex and cursor.

Documentation

README

Excerpt

Qdrant Monitoring

Route first, then answer. Match the user's symptom in the table, Read that file, and answer from it. Do not answer from this page alone: it contains routing only, not the guidance. If two rows match, read both.

The user says	Read
Want to set up Prometheus, Grafana, or health checks	`setup/SKILL.md`
Need to know which metrics to track	`setup/SKILL.md`
Setting up alerting, log centralization, or Hybrid Cloud metrics	`setup/SKILL.md`
Optimizer stuck or running forever	`debugging/SKILL.md`
Memory keeps growing in production	`debugging/SKILL.md`
Requests are slow and I need to find out why	`debugging/SKILL.md`
Is Qdrant healthy right now	`debugging/SKILL.md`

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Qdrant Monitoring

What else does qdrant publish alongside Qdrant Monitoring?
Qdrant Monitoring is one of 25 skills that DirSkills catalogs from qdrant/skills, the repository it ships in. Its siblings there include Qdrant Advisor, Qdrant Clients SDK and Qdrant Deployment Options. Each one is a separate skill with its own page in this directory, installs the same way Qdrant Monitoring does, and is maintained by qdrant in that same repository. The rest of the collection is listed on the qdrant/skills page.
How does Qdrant Monitoring compare to other DevOps skills?
Qdrant Monitoring ranks #780 by stars among the 868 DevOps skills in this catalog. The most-starred ones next to it are Backend Patterns, API Connector Builder and Migration. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Qdrant Monitoring against them. Open each page to compare what they document and how they install.