Agent skill

Release Note Generation

by smith-chem-wisc in smith-chem-wisc/MetaMorpheus

Toolkit for generating PowerToys release notes from GitHub milestone PRs or commit ranges.

MITAuto-check passedDevelopment

Install Release Note Generation

skills CLI
$ npx skills add smith-chem-wisc/MetaMorpheus --skill release-note-generation -a claude-code

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

GitHub CLI
$ gh skill install smith-chem-wisc/MetaMorpheus release-note-generation --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/smith-chem-wisc/MetaMorpheus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/release-note-generation .claude/skills/release-note-generation && 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-note-generation
GitHub stars
109
Token cost
~1.4k tokens
SKILL.md length
374 words
Files
12 (incl. scripts, references)
Skills in repo
1
Repo updated
First seen
Licence
MIT

At a glance

Toolkit for generating PowerToys release notes from GitHub milestone PRs or commit ranges.

  • Asked to create release notes
  • SKILL.md covers Output Directory, When to Use This Skill, Prerequisites and Required Variables, plus 6 more sections
  • Runs PowerShell scripts from its folder; calls gh
  • Summarize milestone PRs

What it does

Release Note Generation is an agent skill from smith-chem-wisc/MetaMorpheus. Toolkit for generating PowerToys release notes from GitHub milestone PRs or commit ranges. Use when asked to create release notes, summarize milestone PRs, generate changelog, prepare release documentation, request Copilot reviews for PRs, update README for a new release, manage PR milestones, or collect PRs between commits/tags. Supports PR collection by milestone or commit range, milestone assignment, grouping by label, summarization with external contributor attribution, and README version bumping.

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including scripts and reference files (for example `references/SampleOutput.md`, `references/step1-collection.md` and `references/step2-labeling.md`).

It sits in Development, covering Changelog and release notes, Project management and Summarization. It works with GitHub and UniProt. The repository describes itself as: Proteomics search software with integrated calibration, PTM discovery, bottom-up, top-down and LFQ capabilities. The licence is MIT.

When your agent uses it

  • Asked to create release notes
  • Summarize milestone PRs
  • Generate changelog
  • Prepare release documentation

Example prompts

  • “/release-note-generation”

Requirements

  • PowerShell

What it can do on your machine

Read from SKILL.md and the folder at commit 8cb9a70. 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

    Ships 6 files in scripts/ (PowerShell), which the agent can run.

    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

Release Note Generation loads about 1.4k tokens when it runs, and up to ~5.9k if it reads all its reference files. Until then it costs about 133 tokens; SKILL.md has 374 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~133
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.9k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from smith-chem-wisc/MetaMorpheus at commit 8cb9a70, republished under its MIT licence (© smith-chem-wisc). 374 words, ~1,433 tokens.

Download SKILL.mdSave it as .claude/skills/release-note-generation/SKILL.md (or your agent's skills folder). This skill also uses 11 other files; get the full folder from GitHub.
name
release-note-generation
description
Toolkit for generating PowerToys release notes from GitHub milestone PRs or commit ranges. Use when asked to create release notes, summarize milestone PRs, generate changelog, prepare release documentation, request Copilot reviews for PRs, update README for a new release, manage PR milestones, or collect PRs between commits/tags. Supports PR collection by milestone or commit range, milestone assignment, grouping by label, summarization with external contributor attribution, and README version bumping.
license
Complete terms in LICENSE.txt

Release Note Generation Skill

Generate professional release notes for PowerToys milestones by collecting merged PRs, requesting Copilot code reviews, grouping by label, and producing user-facing summaries.

Output Directory

All generated artifacts are placed under Generated Files/ReleaseNotes/ at the repository root (gitignored).

Generated Files/ReleaseNotes/
├── milestone_prs.json           # Raw PR data from GitHub
├── sorted_prs.csv               # Sorted PR list with Copilot summaries
├── prs_with_milestone.csv       # Milestone assignment tracking
├── grouped_csv/                 # PRs grouped by label (one CSV per label)
├── grouped_md/                  # Generated markdown summaries per label
└── v{VERSION}-release-notes.md  # Final consolidated release notes

When to Use This Skill

  • Generate release notes for a milestone
  • Summarize PRs merged in a release
  • Request Copilot reviews for milestone PRs
  • Assign milestones to PRs missing them
  • Collect PRs between two commits/tags
  • Update README.md for a new version

Prerequisites

  • GitHub CLI (gh) installed and authenticated — The collection script uses gh pr view and gh api graphql to fetch PR metadata and co-author information. Run gh auth status to verify; if not logged in, run gh auth login first. See Step 1.0.0 for details.
  • MCP Server: github-mcp-server installed
  • GitHub Copilot code review enabled for the org/repo

Required Variables

⚠️ Before starting, confirm {{ReleaseVersion}} with the user. If not provided, ASK: "What release version are we generating notes for? (e.g., 0.98)"

VariableDescriptionExample
{{ReleaseVersion}}Target release version0.98

Workflow Overview

┌────────────────────────────────┐
│ 1.0 Verify gh auth + MemberList │
└────────────────────────────────┘
              ↓
┌────────────────────────────────┐
│ 1.1 Collect PRs (stable range) │
└────────────────────────────────┘
              ↓
┌────────────────────────────────┐
│ 1.2 Assign Milestones           │
└────────────────────────────────┘
              ↓
┌────────────────────────────────┐
│ 2.1–2.4 Label PRs (auto+human)  │
└────────────────────────────────┘
              ↓
┌────────────────────────────────┐
│ 3.1 Request Reviews (Copilot)  │
└────────────────────────────────┘
              ↓
┌────────────────────────────────┐
│ 3.2 Refresh PR data             │
│ (CopilotSummary)                │
└────────────────────────────────┘
              ↓
┌────────────────────────────────┐
│ 3.3 Group by label              │
│ (grouped_csv)                   │
└────────────────────────────────┘
              ↓
┌────────────────────────────────┐
│ 4.1 Summarize (grouped_md)      │
└────────────────────────────────┘
              ↓
┌────────────────────────────────┐
│ 4.2 Final notes (v{VERSION}.md) │
└────────────────────────────────┘
StepActionDetails
1.0Verify prerequisitesgh auth status must pass; generate MemberList.md
1.1Collect PRsFrom previous release tag on stable branch → sorted_prs.csv
1.2Assign MilestonesEnsure all PRs have correct milestone
2.1–2.4Label PRsAuto-suggest + human label low-confidence
3.1–3.3Reviews & GroupingRequest Copilot reviews → refresh → group by label
4.1–4.2Summaries & FinalGenerate grouped summaries, then consolidate
Show full SKILL.md (145 more words)Show less

Detailed workflow docs

Do not read all steps at once—only read the step you are executing.

Available Scripts

ScriptPurpose
dump-prs-since-commit.ps1Fetch PRs between commits/tags
group-prs-by-label.ps1Group PRs into CSVs
collect-or-apply-milestones.ps1Assign milestones
diff_prs.ps1Incremental PR diff

References

Conventions

  • Terminal usage: Disabled by default; only run scripts when user explicitly requests
  • Batch generation: Generate ALL grouped_md files in one pass, then human reviews
  • PR order: Preserve order from sorted_prs.csv in all outputs
  • Label filtering: Keeps Product-*, Area-*, GitHub*, *Plugin, Issue-*

Troubleshooting

IssueSolution
gh command not foundInstall GitHub CLI and add to PATH
No PRs returnedVerify milestone title matches exactly
Empty CopilotSummaryRequest Copilot reviews first, then re-run dump
Many unlabeled PRsReturn to labeling step before grouping

© smith-chem-wisc, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 11 other files (scripts, references) in skills/release-note-generation of smith-chem-wisc/MetaMorpheus.

  • SKILL.md
  • references/SampleOutput.md
  • references/step1-collection.md
  • references/step2-labeling.md
  • references/step3-review-grouping.md
  • references/step4-summarization.md
  • scripts/apply-labels.ps1
  • scripts/collect-or-apply-milestones.ps1
  • scripts/diff_prs.ps1
  • scripts/dump-prs-since-commit.ps1
  • scripts/find-commit-by-title.ps1
  • scripts/group-prs-by-label.ps1

Open the folder on GitHubat commit 8cb9a70

Compare with similar skills

Release Note Generation 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 Note Generation compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Release Note Generation this skillsmith-chem-wisc/MetaMorpheus109—~1.4kAutomated safety check: PassMIT
Skia Analystmono/SkiaSharp5.6k—~1.6kAutomated safety check: PassMIT
Update Changelogpenpot/penpot61k—~3.5kAutomated safety check: PassMPL-2.0
Release Create Tracker Issuepytorch/test-infra113—~2.7kAutomated safety check: PassCustom licence
Cutting A ReleaseTriliumNext/Trilium38k—~3.2kAutomated safety check: PassAGPL-3.0
Mole CLI Release Flowtw93/Mole70k—~2.6kAutomated safety check: PassGPL-3.0

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Works with

Categories

Questions about Release Note Generation

What does Release Note Generation do?

Toolkit for generating PowerToys release notes from GitHub milestone PRs or commit ranges. Release Note Generation is an agent skill from smith-chem-wisc/MetaMorpheus. Toolkit for generating PowerToys release notes from GitHub milestone PRs or commit ranges.

When should I use Release Note Generation?

Release Note Generation fits situations like: asked to create release notes; summarize milestone PRs; generate changelog; prepare release documentation.

How do I install Release Note Generation in Claude Code?

Run `npx skills add smith-chem-wisc/MetaMorpheus --skill release-note-generation -a claude-code`. Or copy the skill folder (skills/release-note-generation in smith-chem-wisc/MetaMorpheus) into .claude/skills/release-note-generation in your project. Claude Code loads it when a task matches its description.

How do I install Release Note Generation in Codex?

Run `npx skills add smith-chem-wisc/MetaMorpheus --skill release-note-generation -a codex`. Or copy the skill folder (skills/release-note-generation in smith-chem-wisc/MetaMorpheus) into .agents/skills/release-note-generation in your project. Codex loads it when a task matches its description.

Can I use Release Note Generation 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 smith-chem-wisc/MetaMorpheus --skill release-note-generation -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-note-generation, .gemini/skills/release-note-generation, .github/skills/release-note-generation and .opencode/skills/release-note-generation in your project.

What does Release Note Generation need to run?

Going by SKILL.md and its folder, Release Note Generation needs PowerShell for the scripts in its folder and the command-line tools its instructions call (gh). Our summary lists: PowerShell.

Does Release Note Generation 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 Release Note Generation 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Release Note Generation use?

Release Note Generation 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 Release Note Generation use?

About 1.4k tokens (SKILL.md is roughly 5.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.5k tokens, read only when the agent opens those files.

What are the alternatives to Release Note Generation?

Skills that share tags, products or a category with Release Note Generation: Skia Analyst (mono/SkiaSharp, 5.6k stars), Update Changelog (penpot/penpot, 61k stars), Release Create Tracker Issue (pytorch/test-infra, 113 stars) and Cutting A Release (TriliumNext/Trilium, 38k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Release Note Generation?

smith-chem-wisc (a GitHub organization) maintains it in smith-chem-wisc/MetaMorpheus, which has 109 GitHub stars. The repository was last updated on October 7, 2026.

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