Agent skill

Release Notes

by Mesh-LLM in Mesh-LLM/mesh-llm

A skill your agent uses when rewriting, reformatting, or reviewing the notes on a published MeshLLM GitHub release, including the automatic release-notes regrouping job, its deterministic…

Apache-2.0Auto-check passedDevelopment

Install Release Notes

skills CLI
$ npx skills add Mesh-LLM/mesh-llm --skill release-notes -a claude-code

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

GitHub CLI
$ gh skill install Mesh-LLM/mesh-llm release-notes --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/Mesh-LLM/mesh-llm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/release-notes .claude/skills/release-notes && 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
release-notes
GitHub stars
3.5k
Token cost
~2.8k tokens
SKILL.md length
1,351 words
Files
1
Skills in repo
25
Repo updated
First seen
Licence
Apache-2.0

At a glance

A skill your agent uses when rewriting, reformatting, or reviewing the notes on a published MeshLLM GitHub release, including the automatic release-notes regrouping job, its deterministic…

  • Works in 3 steps: Link pass (authoritative, best-effort… → Deterministic pass (authoritative) → Agent review pass (optional, best-effort)
  • Reviewing the notes on a published MeshLLM GitHub release
  • SKILL.md covers Ground Rules, How The Pipeline Works, Running It By Hand and Judgement Calls, plus 2 more sections
  • Calls gh, python3 and just

What it does

Release Notes is an agent skill from Mesh-LLM/mesh-llm. Use this skill when rewriting, reformatting, or reviewing the notes on a published MeshLLM GitHub release, including the automatic release-notes regrouping job, its deterministic classifier, and its optional agent review pass.

Its SKILL.md is about 2.8k 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 Development, covering Changelog and release notes. It works with GitHub. The repository describes itself as: Distributed AI/LLM for the people. Share compute privately or publicly to power your agents and chat. The licence is Apache-2.0.

When your agent uses it

  • Reviewing the notes on a published MeshLLM GitHub release
  • Including the automatic release-notes regrouping job
  • Its deterministic classifier
  • Its optional agent review pass

Example prompts

  • “/release-notes”

Requirements

  • Python 3

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Link pass (authoritative, best-effort calls)
  2. Deterministic pass (authoritative)
  3. Agent review pass (optional, best-effort)

What it can do on your machine

Read from SKILL.md and the folder at commit 2b36552. 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
    • python3
    • just

    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):

    • keepachangelog.com
    • conventionalcommits.org

    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

Release Notes loads about 2.8k tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 1,351 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~60
When it runs · the whole SKILL.md, loaded when a task matches
~2.8k

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 Mesh-LLM/mesh-llm at commit 2b36552, republished under its Apache-2.0 licence (© Mesh-LLM). 1,351 words, ~2,802 tokens.

Download SKILL.mdSave it as .claude/skills/release-notes/SKILL.md (or your agent's skills folder).
name
release-notes
description
Use this skill when rewriting, reformatting, or reviewing the notes on a published MeshLLM GitHub release, including the automatic release-notes regrouping job, its deterministic classifier, and its optional agent review pass.
metadata.short-description
Reformat MeshLLM release notes

Release Notes

The release workflow publishes with GitHub-generated release notes, so every MeshLLM release starts life as one flat ## What's Changed list. A normal minor release carries a few hundred entries in merge order, which buries the handful of changes a reader actually needs. The release_notes job in release.yml regroups that list into Keep a Changelog 1.1.0 sections right after publication.

This skill formats notes that already exist. It does not decide release readiness or build the change inventory from source; that is release-validation.

Ground Rules

  • Move entries; the only edit is the type prefix. The renderer strips a known conventional type from the front of a subject and sentence-cases what follows, because the type already chose the section and repeating it reads inconsistently beside entries that never had one. A subject with no recognised prefix is left exactly as written -- an unrecognised word: may be part of the sentence, as in "Durable KV prefix cache: agent prefixes survive eviction". Nothing else about a subject changes.
  • Never touch the credit. The by @<author> in <url> tail is copied through byte for byte, and the set of referenced pull requests is the invariant every gate checks.
  • Never drop an entry. Every merged PR credits a contributor, including the CI and build churn. Noisy entries collapse into ### Internal, never deleted.
  • Recover an entry GitHub could not credit. A batch of pull requests merged into a staging branch and rebased into the release is credited once, to the roll-up. The link pass adds the missing entries back in the roll-up's own format, so the reader sees the fixes rather than the vehicle that carried them. Adding is the only direction: the published set is a floor.
  • Keep the tail. ## New Contributors and the **Full Changelog** link stay exactly as GitHub generated them.
  • Never guess a section. An entry the commit metadata cannot place goes to ### Other changes. A wrong section is worse than an honest unsorted one, and misfiling a security fix as a routine fix is the worst case.
  • Editing a published release is a public change. Outside the release job, show the regrouped body and get explicit approval before gh release edit.

How The Pipeline Works

Three passes, in this order. The first two always run and together always produce a publishable body; the third is best-effort.

mermaid
flowchart TD
    A["Release published"] --> B["Capture GitHub's flat list"]
    B --> L["Link commits to pull requests<br/>recover what GitHub credited to a roll-up"]
    L --> C["Classify by commit type<br/>feat → Added · fix → Fixed · ci → Internal"]
    C --> D{"Agent reachable?"}
    D -- no --> F["Deterministic notes"]
    D -- yes --> E["Agent reviews the plan"]
    E -- valid --> G["Reviewed notes"]
    E -- "invalid or timed out" --> F
    F --> P["Publish"]
    G --> P
    P --> V["Verify the same pull requests"]

One rule gates every step after the link pass: the set of referenced pull requests must not change. Sections move, subjects lose their type prefix, but no PR is dropped, duplicated, or invented, and author credit is copied through untouched. The link pass is the one step allowed to grow that set, and it is gated the other way: it may add entries and may never drop one. Nothing publishes unless both hold.

scripts/release-notes-link.py pairs each commit in the range with the pull request that carried it. The (#N) suffix a squash merge leaves on the subject is authoritative and free; a commit without one costs a repos/{repo}/commits/{sha}/pulls lookup, and a commit the API cannot place is left unlinked rather than guessed at.

That pairing repairs two things GitHub's generated list cannot express:

  • a commit that reached the branch without the suffix now reaches its entry, so the classifier can read its type instead of dumping it in Other changes;
  • a pull request whose commit is in the release but whose entry GitHub never published is credited beneath the roll-up that carried it in. v0.76.1 shipped fifteen fixes behind a single Fixed entry before this existed.

Both are bounded: --api-budget caps the lookups, and every failed call falls back to the behaviour the pipeline had before the pass existed.

2. Deterministic pass (authoritative)

scripts/release-notes-classify.py reads the canonical squash-merge commits between the comparison base and the tag, and maps each entry by its Conventional Commits type:

TypeSection
featAdded (Changed when ! or BREAKING CHANGE:)
fixFixed
perf, revertChanged
securitySecurity
ci, build, deps, chore, test, refactor, style, docsInternal
anything else, or no conventional subjectOther changes

Two rules override the type. A tooling scope — ci, release, build, deps, xtask, bench, just — is Internal whatever the type, because a fix(ci) repairs CI rather than the product. A Release-Notes: <Section> commit trailer wins outright, and is the escape hatch when the type cannot express the change.

scripts/release-notes-regroup.py then renders the plan, refusing unless it covers the body exactly.

3. Agent review pass (optional, best-effort)

scripts/release-notes-generate.sh probes for a reachable agent and, only if one answers, asks it to review the deterministic plan — chiefly the Other changes entries and any security-relevant fix committed as a plain fix. Its output goes through the same validation and entry-set gate as the deterministic plan.

The agent is optional by construction. Missing CLI, absent credentials, failed probe, exhausted quota, blown time budget, unparseable plan, or a plan that fails validation each log a reason and keep the deterministic notes. None of them fail the job. AGENT_MODEL is unset by default, so the pipeline ships deterministic-only until a runner provides the CLI and credentials.

Show full SKILL.md (511 more words)Show less

Running It By Hand

The job does this automatically for stable releases. Run it yourself to reformat an older release or to recover from a bad edit. Run every command from the repository root, and let the script own its work directory:

bash
export RELEASE_TAG=v0.76.0            # the release to reformat
export RELEASE_NOTES_BASE=v0.75.1     # its stable comparison base
DRY_RUN=true scripts/release-notes-generate.sh

DRY_RUN=true renders and gates without touching the release. Publishing from a manual run additionally needs RELEASE_NOTES_APPROVED=true, so a hand run cannot edit a published release by accident; the release job sets that variable explicitly in its own definition. The work directory it prints keeps body.github.md, exactly as GitHub published it; restore with gh release edit "$RELEASE_TAG" --notes-file <workdir>/body.github.md.

To hand-classify instead, keep the scratch files outside the repository but keep running the scripts from the repository root:

bash
WORK="$(mktemp -d)"
gh release view "$RELEASE_TAG" --json body -q .body > "$WORK/body.md"
python3 scripts/release-notes-regroup.py --body "$WORK/body.md" --list
# write "$WORK/plan.json", then:
python3 scripts/release-notes-regroup.py \
  --body "$WORK/body.md" --plan "$WORK/plan.json" --out "$WORK/new.md"

The plan assigns every PR number to a section:

json
{
  "version": "0.76.0",
  "date": "2026-09-10",
  "sections": [
    {
      "title": "Added",
      "groups": [{ "title": "Serving and inference", "prs": [1228, 1439] }]
    },
    { "title": "Removed", "prs": [1399] }
  ],
  "internal": {
    "summary": "CI, build, test, and repository work with no user-facing behavior change",
    "groups": [{ "title": "CI and release engineering", "prs": [1244] }]
  }
}

A section takes either a flat prs list or groups. Section titles are a closed set, and headings, version and date are validated before anything is rendered. Section order follows Keep a Changelog, then Other changes, then Internal. Omit empty sections.

Always prove no pull request was dropped, duplicated, or invented. Entry lines are not byte-identical after prefix stripping, so compare the PR set:

bash
diff <(grep -o 'pull/[0-9]*' "$WORK/body.md" | sort) \
     <(grep -o 'pull/[0-9]*' "$WORK/new.md" | sort) \
  && echo "identical pull-request sets"

Judgement Calls

Conventional-commit prefixes are a strong hint, not the whole answer. When reviewing a plan by hand or as the agent pass:

  • A perf: PR is Changed. Keep a Changelog has no performance section, and a speedup changes existing behavior.
  • A fix: PR that closes an exposure is Security, not Fixed. Classify by what the change protects. This is the single most valuable correction to make, because the commit type cannot express it.
  • A feat: PR that replaces an existing subsystem is Changed, not Added.
  • A docs PR that documents a removal sits beside the removal; a docs PR that publishes a new reference is Added; everything else docs-shaped is Internal.
  • A revert and its later re-land both stay, in the section the change belongs to. The history is the point.
  • Reviewer follow-up PRs ("address review findings for #1478") sit with the change they fix up.

Layout

  • Sub-headings appear automatically in any section past 20 entries, one per scope with at least 4 entries, smaller scopes merged into Other. Below that a flat list reads better.
  • ### Internal goes last, wrapped in <details> with a <summary> stating the count. Keep a blank line after <summary> or GitHub will not render the Markdown inside it.

Improving Coverage

Every entry the deterministic pass cannot classify is a commit that did not follow Conventional Commits. scripts/hooks/commit-msg rejects those locally (just hooks-install), just check-commits validates a range, and the Check commit convention step in the Quality lane enforces the pull request title in CI, which is the part that binds contributors who never install the hook. Because the repository squash-merges, the PR title becomes the commit subject, so the PR title is what has to be conventional.

Coverage is a measurable property of a release:

bash
python3 scripts/release-notes-classify.py --body body.md \
  --range v0.75.1..v0.76.0 --version 0.76.0 --date 2026-09-10 --out plan.json
# classified 182/272 entries deterministically (90 in 'Other changes')

v0.76.0 predates the hook and classifies 182 of 272. Releases made entirely under the hook should approach full coverage, leaving the agent pass with only genuine judgement calls.

© Mesh-LLM, 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/release-notes of Mesh-LLM/mesh-llm.

Open the folder on GitHubat commit 2b36552

Compare with similar skills

Release Notes 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.

Release Notes compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Release Notes this skillMesh-LLM/mesh-llm3.5k—~2.8kAutomated safety check: PassApache-2.0
Cutting A ReleaseTriliumNext/Trilium38k—~3.2kAutomated safety check: PassAGPL-3.0
Mole CLI Release Flowtw93/Mole69k—~2.5kAutomated safety check: PassGPL-3.0
Draft Release Notesjamiepine/voicebox57k—~941Automated safety check: PassMIT
Mole Release Notes Publishertw93/Mole69k—~1.9kAutomated safety check: PassGPL-3.0
Release Bumpjamiepine/voicebox57k—~1.1kAutomated safety check: PassMIT

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Works with

Categories

Questions about Release Notes

What does Release Notes do?

A skill your agent uses when rewriting, reformatting, or reviewing the notes on a published MeshLLM GitHub release, including the automatic release-notes regrouping job, its deterministic…. Release Notes is an agent skill from Mesh-LLM/mesh-llm. Use this skill when rewriting, reformatting, or reviewing the notes on a published MeshLLM GitHub release, including the automatic release-notes regrouping job, its deterministic classifier, and its optional agent review pass.

When should I use Release Notes?

Release Notes fits situations like: reviewing the notes on a published MeshLLM GitHub release; including the automatic release-notes regrouping job; its deterministic classifier; its optional agent review pass.

How do I install Release Notes in Claude Code?

Run `npx skills add Mesh-LLM/mesh-llm --skill release-notes -a claude-code`. Or copy the skill folder (.agents/skills/release-notes in Mesh-LLM/mesh-llm) into .claude/skills/release-notes in your project. Claude Code loads it when a task matches its description.

How do I install Release Notes in Codex?

Run `npx skills add Mesh-LLM/mesh-llm --skill release-notes -a codex`. Or copy the skill folder (.agents/skills/release-notes in Mesh-LLM/mesh-llm) into .agents/skills/release-notes in your project. Codex loads it when a task matches its description.

Can I use Release Notes 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 Mesh-LLM/mesh-llm --skill release-notes -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/release-notes, .gemini/skills/release-notes, .github/skills/release-notes and .opencode/skills/release-notes in your project.

What does Release Notes need to run?

Going by SKILL.md and its folder, Release Notes needs the command-line tools its instructions call (gh, python3 and just). Our summary lists: Python 3.

Does Release Notes access the network?

SKILL.md names 2 domains. As links in the text: keepachangelog.com and conventionalcommits.org. This is read from the text; nothing was executed.

Is Release Notes 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 Release Notes use?

Release Notes 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 Release Notes use?

About 2.8k tokens (SKILL.md is roughly 11k 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 Release Notes?

Skills that share tags, products or a category with Release Notes: Cutting A Release (TriliumNext/Trilium, 38k stars), Mole CLI Release Flow (tw93/Mole, 69k stars), Draft Release Notes (jamiepine/voicebox, 57k stars) and Mole Release Notes Publisher (tw93/Mole, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Release Notes?

Mesh-LLM (a GitHub organization) maintains it in Mesh-LLM/mesh-llm, which has 3,484 GitHub stars. The repository holds 25 skills in this directory. The repository was last updated on October 7, 2026.

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