Agent skill

Tune Prometheus Config

by prometheus in prometheus/prometheus-mcp

Review and tune Prometheus configuration and performance. An agent skill from prometheus/prometheus-mcp.

Apache-2.0Auto-check passedDevOps & Cloud

Install Tune Prometheus Config

skills CLI
$ npx skills add prometheus/prometheus-mcp --skill tune-prometheus-config -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install prometheus/prometheus-mcp tune-prometheus-config --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/prometheus/prometheus-mcp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/pkg/mcp/assets/skills/tune-prometheus-config .claude/skills/tune-prometheus-config && rm -rf skills-src

Use ~/.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/

Facts

Skill name
tune-prometheus-config
GitHub stars
118
Token cost
~724 tokens
SKILL.md length
301 words
Files
1
Skills in repo
7
Repo updated
First seen
Licence
Apache-2.0

At a glance

Review and tune Prometheus configuration and performance. An agent skill from prometheus/prometheus-mcp.

  • Scrape interval
  • SKILL.md covers Getting oriented, Topics worth exploring and Suggesting changes
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Capacity questions

What it does

Tune Prometheus Config is an agent skill from prometheus/prometheus-mcp. Review and tune Prometheus configuration and performance. Use for scrape interval, retention, storage, relabeling, flag, and capacity questions, or when Prometheus itself is slow or resource-hungry; recommends concrete config changes.

Its SKILL.md is about 720 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Requires the tools of a connected Prometheus MCP server

It sits in DevOps & Cloud, covering Monitoring and alerting and Web scraping. It works with Prometheus. The repository describes itself as: MCP server for LLMs to interact with Prometheus. The licence is Apache-2.0.

When your agent uses it

  • Scrape interval
  • Capacity questions
  • Prometheus itself is slow
  • Resource-hungry

Example prompts

  • “/tune-prometheus-config”

Requirements

  • Compatibility (from SKILL.md): Requires the tools of a connected Prometheus MCP server

What it can do on your machine

Read from SKILL.md and the folder at commit 856fb45. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    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

    No URLs in SKILL.md.

    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.

  • Compatibility

    Requires the tools of a connected Prometheus MCP server

    From compatibility in the SKILL.md frontmatter.

Context cost

Tune Prometheus Config loads about 724 tokens when it runs. Until then it costs about 64 tokens; SKILL.md has 301 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~64
When it runs · the whole SKILL.md, loaded when a task matches
~724

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 prometheus/prometheus-mcp at commit 856fb45, republished under its Apache-2.0 licence (© prometheus). 301 words, ~724 tokens.

Download SKILL.mdSave it as .claude/skills/tune-prometheus-config/SKILL.md (or your agent's skills folder).
name
tune-prometheus-config
description
Review and tune Prometheus configuration and performance. Use for scrape interval, retention, storage, relabeling, flag, and capacity questions, or when Prometheus itself is slow or resource-hungry; recommends concrete config changes.
compatibility
Requires the tools of a connected Prometheus MCP server
license
Apache-2.0

Optimizing Prometheus Configuration and Performance

Assess whether Prometheus is configured sensibly for its actual load: scrape configuration, storage and retention, query behavior, and resource headroom. The goal is a small set of concrete, justified configuration changes -- not a tour of every setting.

Getting oriented

  • config returns the full scrape and evaluation configuration; flags the complete command line; runtime_info retention and Go runtime settings; build_info the version.
  • tsdb_stats quantifies the load: series counts, cardinality, and which metrics and labels dominate memory.
  • query and range_query against Prometheus's own metrics (prometheus_*, process_*, go_*) show how it is coping with that load.
  • Prometheus's storage metrics show how the TSDB is keeping up: prometheus_tsdb_compaction_duration_seconds and prometheus_tsdb_wal_fsync_duration_seconds reflect disk pressure, and nonzero prometheus_tsdb_compactions_failed_total or prometheus_tsdb_wal_corruptions_total need attention before any tuning.

Topics worth exploring

Treat these as starting points and dig where the numbers look off:

  • Ingestion pressure: samples/sec and live series, e.g. with query: rate(prometheus_tsdb_head_samples_appended_total[5m]) and prometheus_tsdb_head_series Combined with retention, these drive disk and memory needs.
  • Scrape economics: jobs scraped more often than their data is useful, targets with very large sample counts, and relabeling opportunities to cut cardinality at ingest (the optimize-high-cardinality runbook digs deeper).
  • Rule evaluation: prometheus_rule_group_last_duration_seconds approaching the group's interval means rule groups are running out of budget.
  • Query behavior: --query.timeout, --query.max-samples, and --query.max-concurrency vs observed load; the query log (if enabled in config) identifies slow queries, and repeated expensive expressions are recording rule candidates (see review-prometheus-rules).
  • Runtime tuning: GOGC and GOMAXPROCS vs allocated resources, and whether --auto-gomaxprocs / --auto-gomemlimit are available but unused.
  • Retention: --storage.tsdb.retention.time/.size vs actual disk usage and how far back queries actually reach.

Suggesting changes

Provide specific prometheus.yml snippets or flag changes with the reasoning and expected impact. Recommend validating with promtool check config, applying via reload where available, and rolling out incrementally while watching Prometheus's own metrics for the effect.

© prometheus, Apache-2.0. 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 pkg/mcp/assets/skills/tune-prometheus-config of prometheus/prometheus-mcp.

Open the folder on GitHubat commit 856fb45

Compare with similar skills

Tune Prometheus Config 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.

Tune Prometheus Config compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tune Prometheus Config this skillprometheus/prometheus-mcp118—~724Automated safety check: PassApache-2.0
Test Minecraft Exporterdirien/minecraft-prometheus-exporter142—~1.6kAutomated safety check: PassApache-2.0
Prometheus Configurationdavila7/claude-code-templates32k12 repos~2.6kAutomated safety check: PassMIT
Qdrant Monitoring Setupqdrant/skills2532 repos~874Automated safety check: PassApache-2.0
Alloygrafana/skills279—~1.3kAutomated safety check: PassApache-2.0
Telemetrymagnus919/agent-skills113—~3.9kAutomated safety check: PassMIT

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Works with

Categories

Questions about Tune Prometheus Config

What does Tune Prometheus Config do?

Review and tune Prometheus configuration and performance. An agent skill from prometheus/prometheus-mcp. Tune Prometheus Config is an agent skill from prometheus/prometheus-mcp. Review and tune Prometheus configuration and performance.

When should I use Tune Prometheus Config?

Tune Prometheus Config fits situations like: scrape interval; capacity questions; prometheus itself is slow; resource-hungry.

How do I install Tune Prometheus Config in Claude Code?

Run `npx skills add prometheus/prometheus-mcp --skill tune-prometheus-config -a claude-code`. Or copy the skill folder (pkg/mcp/assets/skills/tune-prometheus-config in prometheus/prometheus-mcp) into .claude/skills/tune-prometheus-config in your project. Claude Code loads it when a task matches its description.

How do I install Tune Prometheus Config in Codex?

Run `npx skills add prometheus/prometheus-mcp --skill tune-prometheus-config -a codex`. Or copy the skill folder (pkg/mcp/assets/skills/tune-prometheus-config in prometheus/prometheus-mcp) into .agents/skills/tune-prometheus-config in your project. Codex loads it when a task matches its description.

Can I use Tune Prometheus Config 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 prometheus/prometheus-mcp --skill tune-prometheus-config -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tune-prometheus-config, .gemini/skills/tune-prometheus-config, .github/skills/tune-prometheus-config and .opencode/skills/tune-prometheus-config in your project.

What does Tune Prometheus Config need to run?

SKILL.md names no scripts, command-line tools or credentials: Tune Prometheus Config is instructions for the agent only. Compatibility (from SKILL.md): Requires the tools of a connected Prometheus MCP server.

Does Tune Prometheus Config access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Tune Prometheus Config 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 Tune Prometheus Config use?

Tune Prometheus Config is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Tune Prometheus Config use?

About 724 tokens (SKILL.md is roughly 2.9k 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 Tune Prometheus Config?

Skills that share tags, products or a category with Tune Prometheus Config: Test Minecraft Exporter (dirien/minecraft-prometheus-exporter, 142 stars), Prometheus Configuration (davila7/claude-code-templates, 32k stars), Qdrant Monitoring Setup (qdrant/skills, 253 stars) and Alloy (grafana/skills, 279 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tune Prometheus Config?

prometheus (a GitHub organization) maintains it in prometheus/prometheus-mcp, which has 118 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on October 4, 2026.

Source: prometheus/prometheus-mcp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.