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Agent skill

Triage

by PrefectHQ in PrefectHQ/fastmcp

Find worthwhile FastMCP issues to work on in a backlog or release window, verify promising candidates, and present concrete picks with existing PR links.

Apache-2.0Auto-check passedAgent Workflows

Install Triage

skills CLI
$ npx skills add PrefectHQ/fastmcp --skill triage -a claude-code

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

GitHub CLI
$ gh skill install PrefectHQ/fastmcp triage --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/PrefectHQ/fastmcp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/triage .claude/skills/triage && 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
triage
GitHub stars
28k
Token cost
~573 tokens
SKILL.md length
257 words
Files
1
Skills in repo
9
Repo updated
First seen
Licence
Apache-2.0

At a glance

Find worthwhile FastMCP issues to work on in a backlog or release window, verify promising candidates, and present concrete picks with existing PR links.

  • Tasks that involve MCP servers
  • Calls gh

What it does

Triage is an agent skill from PrefectHQ/fastmcp. Find worthwhile FastMCP issues to work on in a backlog or release window, verify promising candidates, and present concrete picks with existing PR links.

Its SKILL.md is about 570 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 Agent Workflows, covering MCP servers. It works with Model Context Protocol. The repository describes itself as: 🚀 The fast, Pythonic way to build MCP servers and clients. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve MCP servers

Example prompts

  • “/triage”

What it can do on your machine

Read from SKILL.md and the folder at commit e2fcc41. 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

    Shell commands in SKILL.md call:

    • gh

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use gh, which can reach the network depending on how they are called.

    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

Triage loads about 573 tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 257 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~40
When it runs · the whole SKILL.md, loaded when a task matches
~573

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 PrefectHQ/fastmcp at commit e2fcc41, republished under its Apache-2.0 licence (© PrefectHQ). 257 words, ~573 tokens.

Download SKILL.mdSave it as .claude/skills/triage/SKILL.md (or your agent's skills folder).
name
triage
description
Find worthwhile FastMCP issues to work on in a backlog or release window, verify promising candidates, and present concrete picks with existing PR links.

Find worthwhile work

Read AGENTS.md and the contribution policy in the development guide. Honor the requested scope. For "since the last patch," identify the release timestamp, then look for open issues created or substantively updated afterward. Use a bounded inventory internally; report truncation if it affects coverage.

Start from an inventory, then link each candidate to the PRs that mention it:

bash
gh release list --repo PrefectHQ/fastmcp --limit 1
gh issue list --repo PrefectHQ/fastmcp --state open --limit 30 \
  --json number,title,author,createdAt,updatedAt,labels,comments
gh pr list --repo PrefectHQ/fastmcp --state all --search "<issue-number> in:body" \
  --json number,title,state,author

Pick work with concrete user impact, a supported contract being violated, and a tractable causal fix. Do not rank solely by recency, comment count, or how small a proposed patch looks. Automated dashboard churn is not itself useful work.

For promising candidates:

  • Read the report, comments, maintainer decisions, and prior bot investigation.
  • Search related issues and PRs in all states, including gate-closed contributions. Closure alone says nothing about a fix's merit.
  • Trace the relevant code and git history. Distinguish fixed on main, released on the affected line, and merely proposed.
  • Verify the claimed contract and enough evidence to explain the cause. A proposed solution is a lead, not a diagnosis. Consider compatibility before calling a fix straightforward.

Lead with the strongest pick as soon as evidence supports it: link, what breaks, why it matters, where the cause is, and the next action. Include a few alternatives when useful. Do not turn selection into an exhaustive audit or a full review of every linked PR. Save continuation notes only when needed.

When the user chooses implementation, use fix-issue. For an assignment decision on an external contribution, use review-issue. Triage alone does not authorize public mutations or implementation.

© PrefectHQ, 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 .agents/skills/triage of PrefectHQ/fastmcp.

Open the folder on GitHubat commit e2fcc41

Compare with similar skills

Triage 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.

Triage compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Triage this skillPrefectHQ/fastmcp28k—~573Automated safety check: PassApache-2.0
MCP Server Builderanthropics/skills180k63 repos~2.3kAutomated safety check: PassApache-2.0
MCP Server BuildershareAI-lab/learn-claude-code78k5 repos~1.2kAutomated safety check: PassMIT
MCP Integration for Pluginsanthropics/claude-plugins-official38k11 repos~3.1kAutomated safety check: PassApache-2.0
Crush Configurationcharmbracelet/crush29k—~3.7kAutomated safety check: PassCustom licence
Context Mode Output Sandboxmksglu/context-mode26k—~4.1kAutomated safety check: PassCustom licence

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More from PrefectHQ/fastmcp

All 9 skills in this repo

  • Release

    PrefectHQ/fastmcp

    Cut a FastMCP release end to end. An agent skill from PrefectHQ/fastmcp.

    28k GitHub stars~2.9k tokensUpdated today
    Auto-check passed

  • Docs

    PrefectHQ/fastmcp

    Write or revise a page under docs/ for gofastmcp.com. An agent skill from PrefectHQ/fastmcp.

    28k GitHub stars~1k tokensUpdated today
    Auto-check passed

  • Fastmcp Client CLI

    PrefectHQ/fastmcp

    Query and invoke tools on MCP servers using fastmcp list and fastmcp call.

    28k GitHub stars~823 tokensUpdated today
    Auto-check passed

  • Review Issue

    PrefectHQ/fastmcp

    Review an incoming external issue (and any gated-closed PR behind it) and decide whether to assign the contributor or decline.

    28k GitHub stars~1.7k tokensUpdated today
    Auto-check passed

  • Review PR

    PrefectHQ/fastmcp

    Assess a FastMCP pull request for justified behavior, compatibility, and correctness, then follow CI and review feedback to a revision-specific verdict.

    28k GitHub stars~3.1k tokensUpdated today
    Auto-check passed

  • Review Security Report

    PrefectHQ/fastmcp

    Review FastMCP vulnerability reports before accepting, rejecting, patching, scoring, or publishing them.

    28k GitHub stars~1.2k tokensUpdated today
    Auto-check passed

Works with

Categories

Questions about Triage

What does Triage do?

Find worthwhile FastMCP issues to work on in a backlog or release window, verify promising candidates, and present concrete picks with existing PR links. Triage is an agent skill from PrefectHQ/fastmcp. Find worthwhile FastMCP issues to work on in a backlog or release window, verify promising candidates, and present concrete picks with existing PR links.

When should I use Triage?

Triage fits situations like: tasks that involve MCP servers.

How do I install Triage in Claude Code?

Run `npx skills add PrefectHQ/fastmcp --skill triage -a claude-code`. Or copy the skill folder (.agents/skills/triage in PrefectHQ/fastmcp) into .claude/skills/triage in your project. Claude Code loads it when a task matches its description.

How do I install Triage in Codex?

Run `npx skills add PrefectHQ/fastmcp --skill triage -a codex`. Or copy the skill folder (.agents/skills/triage in PrefectHQ/fastmcp) into .agents/skills/triage in your project. Codex loads it when a task matches its description.

Can I use Triage 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 PrefectHQ/fastmcp --skill triage -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/triage, .gemini/skills/triage, .github/skills/triage and .opencode/skills/triage in your project.

What does Triage need to run?

Going by SKILL.md and its folder, Triage needs the command-line tools its instructions call (gh).

Does Triage access the network?

SKILL.md contains no URLs. Its commands use gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Triage 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 Triage use?

Triage is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Triage use?

About 573 tokens (SKILL.md is roughly 2.3k 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 Triage?

Skills that share tags, products or a category with Triage: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Crush Configuration (charmbracelet/crush, 29k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Triage?

PrefectHQ (a GitHub organization) maintains it in PrefectHQ/fastmcp, which has 28,017 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 9, 2026.

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