Release
SkillAI & modelsLets your agent cut project releases by validating the changelog and installing git hooks.
Available today. Use it from your connected AI after setup.
No other account needed.
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>:
-
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. -
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.
-
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. -
Check dependency updates — before cutting the release, check for updates to
sqlite-vec(and platform packages),node-llama-cpp, andbetter-sqlite3. Runpnpm outdatedand report any available updates for these packages. If updates exist, bump them (pinned, no^ranges) and re-run tests before proceeding. -
Cut the release — run
scripts/release.sh <version>. This renames[Unreleased]→[X.Y.Z] - date, inserts a fresh[Unreleased], bumpspackage.jsonand the plugin version in.claude-plugin/marketplace.json(so installed plugins see the update), commits, and tags. -
Show the final changelog — print the full
[Unreleased]+ minor series rollup viascripts/extract-changelog.sh <version>. Ask the user to confirm before pushing. -
Push — after explicit confirmation, run
git push origin main --tags. -
Watch CI — after the push, start a background dispatch to watch the publish workflow. Use
interactive_shellin dispatch mode with:gh run watch $(gh run list --workflow=publish.yml --limit=1 --json databaseId --jq '.[0].databaseId') --exit-statusThe 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:
package.jsonversion matches the tagCHANGELOG.mdhas a## [X.Y.Z] - dateentry for the version- 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