Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/galaxyproject/galaxy-mcp/releasenpx skills add galaxyproject/galaxy-mcp --skill releasegit clone --depth 1 https://github.com/galaxyproject/galaxy-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/galaxyproject/galaxy-mcp/release)<a href="https://agentmods.dev/skills/galaxyproject/galaxy-mcp/release"><img src="https://agentmods.dev/badge/skills/galaxyproject/galaxy-mcp/release.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00061 | $0.03343 |
| Opus 5 | $0.00030 | $0.01672 |
| Sonnet 5 | $0.00012 | $0.00669 |
| Haiku 4.5 | $0.00006 | $0.00334 |
Grade C, and why
release scanned grade C with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
curl -s https://pypi.org/pypi/galaxy-mcp/json | python3 -c "import sys,json;print(json.load(sys.stdin)['info']['version'])" # expect $NEW Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s https://pypi.org/pypi/galaxy-mcp/json | python3 -c "import sys,json;print(json.load(sys.stdin)['info']['version'])" # expect $NEW How it starts
The opening of the file, as written. The whole thing — 228 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Release (galaxy-mcp)
Overview
Cut a galaxy-mcp release end to end. The package publishes to PyPI, which is
irreversible -- a version string can never be re-uploaded. The trigger is
publishing the GitHub release: python-release.yml runs on release: published,
builds, and twine uploads to PyPI. Two actions are outward-facing and gated -- the
push of the version-bump commit to galaxyproject/main and the release publish
(the PyPI trigger). STOP for an explicit human "go" before each. Everything before the
push is local and reversible.
Why use this over hand-running commands: it gets the version right (the .dev0 marker on
main is the source of truth, NOT release-drafter's auto-guess), it uses uv lock for
the lockfile instead of a foot-gun sed, and it gates the publish so nothing ships on
autopilot.
Violating the letter of the gates is violating the spirit. Don't collapse the flow into one script. Stop, show, and wait for a human "go" before each publish boundary.
Layout / facts (easy to get wrong)
- The Python package lives in
mcp-server-galaxy-py/, not the repo root. Three files carry the version:pyproject.toml,src/galaxy_mcp/__init__.py, anduv.lock. mainbetween releases carries a dev version likeX.Y.0.dev0. The release version = that minus.dev0(e.g.1.7.0.dev0->1.7.0). The dev marker is the intent.- Releases are cut from
galaxyproject/main. The primary checkout is often on a feature branch -- always work from a clean worktree off canonical main, never in place. release-drafterkeeps a DRAFT release, but it resolves the version from PR labels and under-resolves to a patch when PRs lack afeature/minorlabel (it draftedv1.6.1when the real release was1.7.0). Trust the.dev0marker, not the draft tag.
Modes
/release-- full guided run./release preview-- Phase 0-1 only: determine version + gather notes, then STOP. Writes/pushes nothing./release <version>-- pin the version (e.g.1.7.0) instead of deriving it.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 228 lines · 61 tokens per session scan C bc4899af6efa
release is a skill published in the GitHub repository galaxyproject/galaxy-mcp (38 stars, last pushed 24d ago), licensed MIT. It adds 61 tokens to every session and 3,343 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
agent-release-swarm
Agent skill for release-swarm - invoke with $agent-release-swarm.
release-announcement
Write a release announcement — changelog, blog post, in-app note, or social post — that leads with user impact, names the audience, and includes upgrade/migration steps without filler.
release
Cut a Symphony release by bumping the committed version, landing it, tagging the merged commit, and verifying the Burrito release workflow. Use when asked to release, tag, or retag Symphony.
changelog
Create changelog files for important commits in a PR.
multi-agent-release-manager
Cleans up the workspace, formats code, runs presubmit checks, and uploads CLs to Gerrit.
refresh-arm-sdk-release
WORKFLOW SKILL — Prepares Azure.ResourceManager SDK refresh pull requests in azure-sdk-for-net. WHEN: "prepare sdk refresh", "refresh Azure.ResourceManager package", "update ARM SDK from autorest tag", "refresh changelog dependencies". INVOKES: git and GitHub pull request tools for branch, commit, push, and PR…