Qdrant Monitoring Setup
qdrant/skills
Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization.
Guides Qdrant monitoring and observability setup. An agent skill from github/awesome-copilot.
Install Qdrant Monitoring
$ npx skills add github/awesome-copilot --skill qdrant-monitoring -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install github/awesome-copilot qdrant-monitoring --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/qdrant-monitoring .claude/skills/qdrant-monitoring && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "qdrant-monitoring" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/qdrant-monitoring into .claude/skills/qdrant-monitoring/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qdrant-monitoring", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/github/awesome-copilot/tree/main/skills/qdrant-monitoringType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add github/awesome-copilot --skill qdrant-monitoring -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install github/awesome-copilot qdrant-monitoring --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/qdrant-monitoring .agents/skills/qdrant-monitoring && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "qdrant-monitoring" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/qdrant-monitoring into .agents/skills/qdrant-monitoring/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qdrant-monitoring", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add github/awesome-copilot --skill qdrant-monitoring -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install github/awesome-copilot qdrant-monitoring --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/qdrant-monitoring .cursor/skills/qdrant-monitoring && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "qdrant-monitoring" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/qdrant-monitoring into .cursor/skills/qdrant-monitoring/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qdrant-monitoring", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/github/awesome-copilot.git --path skills/qdrant-monitoring--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add github/awesome-copilot --skill qdrant-monitoring -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install github/awesome-copilot qdrant-monitoring --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/qdrant-monitoring .gemini/skills/qdrant-monitoring && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "qdrant-monitoring" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/qdrant-monitoring into .gemini/skills/qdrant-monitoring/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qdrant-monitoring", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install github/awesome-copilot qdrant-monitoringInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add github/awesome-copilot --skill qdrant-monitoring -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/qdrant-monitoring .github/skills/qdrant-monitoring && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "qdrant-monitoring" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/qdrant-monitoring into .github/skills/qdrant-monitoring/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qdrant-monitoring", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add github/awesome-copilot --skill qdrant-monitoring -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install github/awesome-copilot qdrant-monitoring --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/qdrant-monitoring .opencode/skills/qdrant-monitoring && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "qdrant-monitoring" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/qdrant-monitoring into .opencode/skills/qdrant-monitoring/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qdrant-monitoring", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
qdrant-monitoring- GitHub stars
- 40k
- Used in
- 1 other repo
- Token cost
- ~276 tokens
- SKILL.md length
- 72 words
- Files
- 1
- Skills in repo
- 417
- Repo updated
- First seen
- Licence
- MIT
At a glance
Guides Qdrant monitoring and observability setup. An agent skill from github/awesome-copilot.
- Someone asks how to monitor Qdrant
- SKILL.md covers Monitoring Setup and Debugging with Metrics
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- What metrics to track
What it does
Qdrant Monitoring is an agent skill from github/awesome-copilot, published by the product's own GitHub organization. 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.
Its SKILL.md is about 280 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud, covering Vector databases and Monitoring and alerting. It works with Qdrant, Prometheus and Grafana. The repository describes itself as: Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot. The licence is MIT.
When your agent uses it
- Someone asks how to monitor Qdrant
- What metrics to track
- Is Qdrant healthy
- Optimizer stuck
Example prompts
- “how to monitor Qdrant”
- “what metrics to track”
- “is Qdrant healthy”
- “/qdrant-monitoring”
Requirements
- Pre-approved tools (allowed-tools): Read, Grep, Glob
What it can do on your machine
Read from SKILL.md and the folder at commit 82701c2. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGrepGlob
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
search.qdrant.tech
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Qdrant Monitoring loads about 276 tokens when it runs. Until then it costs about 89 tokens; SKILL.md has 72 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from github/awesome-copilot at commit 82701c2, republished under its MIT licence (© github). 72 words, ~276 tokens.
Download SKILL.mdSave it as
.claude/skills/qdrant-monitoring/SKILL.md (or your agent's skills folder).- 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
Monitoring Setup
Prometheus scraping, health probes, Hybrid Cloud specifics, alerting, and log centralization. Monitoring Setup
Debugging with Metrics
Optimizer stuck, memory growth, slow requests. Using metrics to diagnose active production issues. Debugging with Metrics
© github, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/qdrant-monitoring of github/awesome-copilot.
Open the folder on GitHubat commit 82701c2
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in github/awesome-copilot, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Qdrant Monitoring next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Qdrant Monitoring this skillgithub/awesome-copilot | 40k | 1 repos | ~276 | Automated safety check: Pass | MIT | |
| Qdrant Monitoring Setupqdrant/skills | 254 | 2 repos | ~874 | Automated safety check: Pass | Apache-2.0 | |
| Qdrant Monitoringqdrant/skills | 254 | — | ~368 | Automated safety check: Pass | Apache-2.0 | |
| Qdrant Advisorqdrant/skills | 254 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Syncmetapawurb/hotpath-rs | 1.9k | — | ~1.2k | Automated safety check: Notes | MIT | |
| Optimize Slurm TopologyNVlabs/alpasim | 1.3k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 |
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Related
Works with
Categories
Questions about Qdrant Monitoring
What does Qdrant Monitoring do?
Guides Qdrant monitoring and observability setup. An agent skill from github/awesome-copilot. Qdrant Monitoring is an agent skill from github/awesome-copilot, published by the product's own GitHub organization. Guides Qdrant monitoring and observability setup.
When should I use Qdrant Monitoring?
Qdrant Monitoring fits situations like: someone asks how to monitor Qdrant; what metrics to track; is Qdrant healthy; optimizer stuck.
How do I install Qdrant Monitoring in Claude Code?
Run `npx skills add github/awesome-copilot --skill qdrant-monitoring -a claude-code`. Or copy the skill folder (skills/qdrant-monitoring in github/awesome-copilot) into .claude/skills/qdrant-monitoring in your project. Claude Code loads it when a task matches its description.
How do I install Qdrant Monitoring in Codex?
Run `npx skills add github/awesome-copilot --skill qdrant-monitoring -a codex`. Or copy the skill folder (skills/qdrant-monitoring in github/awesome-copilot) into .agents/skills/qdrant-monitoring in your project. Codex loads it when a task matches its description.
Can I use Qdrant Monitoring in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add github/awesome-copilot --skill qdrant-monitoring -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qdrant-monitoring, .gemini/skills/qdrant-monitoring, .github/skills/qdrant-monitoring and .opencode/skills/qdrant-monitoring in your project.
What does Qdrant Monitoring need to run?
SKILL.md names no scripts, command-line tools or credentials: Qdrant Monitoring is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob.
Does Qdrant Monitoring access the network?
SKILL.md names 1 domain. As links in the text: search.qdrant.tech. This is read from the text; nothing was executed.
Is Qdrant Monitoring safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Qdrant Monitoring use?
Qdrant Monitoring is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Qdrant Monitoring use?
About 276 tokens (SKILL.md is roughly 1.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Qdrant Monitoring?
Skills that share tags, products or a category with Qdrant Monitoring: Qdrant Monitoring Setup (qdrant/skills, 254 stars), Qdrant Monitoring (qdrant/skills, 254 stars), Qdrant Advisor (qdrant/skills, 254 stars) and Syncmeta (pawurb/hotpath-rs, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Qdrant Monitoring?
github (a GitHub organization, an official publisher) maintains it in github/awesome-copilot, which has 39,878 GitHub stars. The repository holds 417 skills in this directory. The repository was last updated on October 9, 2026.
Source: github/awesome-copilot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.