Release

SkillAI & models

Lets your agent cut project releases by validating the changelog and installing git hooks.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Release skill

About this capability

Manage releases for this project. Validates changelog, installs git hooks, and cuts releases. Use when user says "/release", "release 1.0.5", "cut a release", or asks about the release process. NOT auto-invoked by the model.

What this skill tells your AI

The instructions your AI receives, as published by tobi/qmd in skills/release/SKILL.md and read by ahel’s review.

Cut a release, validate the changelog, and ensure git hooks are installed.

Usage

/release 1.0.5 or /release patch (bumps patch from current version).

Process

When the user triggers /release <version>:

  1. Gather context — run skills/release/scripts/release-context.sh <version>. This silently installs git hooks and prints everything needed: version info, working directory status, commits since last release, files changed, current [Unreleased] content, and the previous release entry for style reference.

  2. Commit outstanding work — if the context shows staged, modified, or untracked files that belong in this release, commit them first. Use the /commit skill or make well-formed commits directly.

  3. Write the changelog — if [Unreleased] is empty, write it now using the commits and file changes from the context output. Follow the changelog standard below. Re-run the context script after committing if needed.

  4. Check dependency updates — before cutting the release, check for updates to sqlite-vec (and platform packages), node-llama-cpp, and better-sqlite3. Run pnpm outdated and report any available updates for these packages. If updates exist, bump them (pinned, no ^ ranges) and re-run tests before proceeding.

  5. Cut the release — run scripts/release.sh <version>. This renames [Unreleased][X.Y.Z] - date, inserts a fresh [Unreleased], bumps package.json and the plugin version in .claude-plugin/marketplace.json (so installed plugins see the update), commits, and tags.

  6. Show the final changelog — print the full [Unreleased] + minor series rollup via scripts/extract-changelog.sh <version>. Ask the user to confirm before pushing.

  7. Push — after explicit confirmation, run git push origin main --tags.

  8. Watch CI — after the push, start a background dispatch to watch the publish workflow. Use interactive_shell in dispatch mode with:

    gh run watch $(gh run list --workflow=publish.yml --limit=1 --json databaseId --jq '.[0].databaseId') --exit-status
    

    The agent will be notified when CI completes and should report the result.

If any step fails, stop and explain. Never force-push or skip validation.

Dependency Policy

All dependencies must be pinned to exact versions (no ^ or ~ ranges). The lockfile ensures reproducible installs. When adding or updating any dependency, always use the exact version string (e.g. "3.18.1" not "^3.18.1").

Changelog Standard

The changelog lives in CHANGELOG.md and follows Keep a Changelog conventions.

Heading format

  • ## [Unreleased] — accumulates entries between releases
  • ## [X.Y.Z] - YYYY-MM-DD — released versions

Structure of a release entry

Each version entry has two parts:

1. Highlights (optional, 1-4 sentences of prose)

Immediately after the version heading, before any ### section. The elevator pitch — what would you tell someone in 30 seconds? Only for significant releases; skip for small patches.

## [1.1.0] - 2026-03-01

QMD now runs on both Node.js and Bun, with up to 2.7x faster reranking
through parallel contexts. GPU auto-detection replaces the unreliable
`gpu: "auto"` with explicit CUDA/Metal/Vulkan probing.

2. Detailed changelog (### Changes and ### Fixes)

### Changes

- Runtime: support Node.js (>=22) alongside Bun. The `qmd` wrapper
  auto-detects a suitable install via PATH. #149 (thanks @igrigorik)
- Performance: parallel embedding & reranking — up to 2.7x faster on
  multi-core machines.

### Fixes

- Prevent VRAM waste from duplicate context creation during concurrent
  `embedBatch` calls. #152 (thanks @jkrems)

Writing guidelines

  • Explain the why, not just the what. The changelog is for users.
  • Include numbers. "2.7x faster", "17x less memory".
  • Group by theme, not by file. "Performance" not "Changes to llm.ts".
  • Don't list every commit. Aggregate related changes.
  • Credit contributors: end bullets with #NNN (thanks @username) for external PRs. No need to credit the repo owner.

What not to include

  • Internal refactors with no user-visible effect
  • Dependency bumps (unless fixing a user-facing bug)
  • CI/tooling changes (unless affecting the release artifact)
  • Test additions (unless validating a fix worth mentioning)

GitHub Release Notes

Each GitHub release includes the full changelog for the minor series back to x.x.0. The scripts/extract-changelog.sh script handles this, and the publish workflow (publish.yml) calls it to populate the GitHub release.

Git Hooks

The pre-push hook (scripts/pre-push) blocks v* tag pushes unless:

  1. package.json version matches the tag
  2. CHANGELOG.md has a ## [X.Y.Z] - date entry for the version
  3. CI passed on GitHub (warns in non-interactive shells, blocks in terminals)

Hooks are installed silently by the context script. They can also be installed manually via skills/release/scripts/install-hooks.sh or automatically via bun install (prepare script).

Signals

GitHub stars
30k
Forks
2k
Last commit
Sep 2026
Hacker News mentions
20

ahel review

  • K6low
    bundled executables the agent is told to run

Automated review, not a security audit. Ruleset v1+k2.

Advanced
Catalog kind
skill
Gateway key
release-tobi
Source
github.com/tobi/qmd