agr-release
Release process for the agr package. Handles version bumping (major/minor/patch/beta), changelog updates, pre-release quality checks, git tagging, and monitoring the GitHub Actions publish pipeline. Use this skill whenever the user wants to cut a release, bump the version, publis
What it does
agr Release Process
This skill walks through the full release process for the agr package. The release is
tag-driven: pushing a vX.Y.Z tag triggers the GitHub Actions pipeline that runs quality
checks, builds the package, publishes to PyPI, and creates a GitHub Release.
Your job is to prepare everything so that when the tag is pushed, the pipeline succeeds on the first try.
Before you start
Verify the preconditions. If any fail, stop and tell the user.
- Clean working tree —
git statusshould show no uncommitted changes - On the
mainbranch — releases should only come from main - Up to date with remote —
git pullto make sure you're not behind
Ask the user what kind of release this is:
- patch (0.7.10 → 0.7.11) — bug fixes, small changes
- minor (0.7.10 → 0.8.0) — new features, backwards-compatible
- major (0.7.10 → 1.0.0) — breaking changes
- beta (0.7.11b1) — pre-release for testing
If the user already said what type they want, don't ask again.
Step 1: Figure out what changed
Before touching any files, understand what's being released.
# See all commits since the last release tag
git log $(git describe --tags --abbrev=0)..HEAD --oneline
Also check the [Unreleased] section in CHANGELOG.md — it may already have entries. Cross-reference with the git log to make sure nothing is missing. If there are commits that aren't reflected in the changelog, add them.
Group changes into the standard Keep a Changelog categories:
- Added — new features
- Changed — changes to existing functionality
- Fixed — bug fixes
- Removed — removed features
- Docs — documentation-only changes
Step 2: Run quality checks
Run all three locally before proceeding. These are the same checks the CI pipeline runs, so catching failures here saves a round-trip.
uv run ruff check .
uv run ruff format --check .
uv run pytest -m "not e2e and not network and not slow"
uv run ty check
If anything fails, fix it before continuing. The release commit should pass CI cleanly.
Step 3: Check if docs need updating
Not every release needs doc changes — use judgement. Docs updates are warranted when:
- A CLI command was added, removed, or its flags changed
- A new module or public API was added
- Behavior that users rely on changed in a way they'd notice
The docs to consider:
README.md— the primary entry point, should reflect current capabilitiesdocs/docs/reference.md— CLI command referencedocs/docs/index.md— landing page / getting started- Other files in
docs/docs/as relevant (sdk.md, configuration.md, etc.) - Skills in
skills/— if any exist and are affected by the changes
If nothing user-facing changed (internal refactors, test improvements, dependency bumps), skip this step and move on.
Step 4: Bump the version
The version lives in pyproject.toml (the single source of truth — importlib.metadata picks it up at runtime via agr/__init__.py):
pyproject.tomlline 7:version = "X.Y.Z"
Calculate the new version based on the current version and the release type the user chose.
For beta releases, append b1 (or increment the beta number if one already exists):
0.7.10→0.7.11b1(first beta of next patch)0.7.11b1→0.7.11b2(next beta)0.7.11b2→0.7.11(promote beta to stable)
Step 5: Update the changelog
In CHANGELOG.md:
- Replace
## [Unreleased]with## [X.Y.Z] - YYYY-MM-DD(today's date) - Make sure all changes from Step 1 are included under the right categories
- Add a new empty
## [Unreleased]section at the top - Review the entries — they should be concise but descriptive enough that a user scanning the changelog understands what changed without reading the code
The changelog format matters because the GitHub Actions pipeline extracts the version's section to use as release notes. Malformed entries = bad release notes.
Step 6: Commit, tag, and push
# Stage the changed files
git add pyproject.toml agr/__init__.py CHANGELOG.md
# Plus any docs files you updated
# Commit
git commit -m "release: vX.Y.Z"
# Tag
git tag vX.Y.Z
# Push commit and tag
git push origin main
git push origin vX.Y.Z
Wait for the user to confirm before pushing. Show them a summary of what will be pushed:
- The version being released
- The changelog entry
- Which files were modified
- The tag that will be created
Step 7: Monitor the pipeline
After pushing the tag, monitor the GitHub Actions pipeline:
# Watch the workflow run
gh run list --workflow=publish.yml --limit=1
gh run watch $(gh run list --workflow=publish.yml --limit=1 --json databaseId -q '.[0].databaseId')
The pipeline has four stages:
- Quality Checks — ruff + pytest
- Build Package —
uv build+ verify - Publish to PyPI — trusted publishing via OIDC
- Create GitHub Release — extracts notes from CHANGELOG.md
If any stage fails, read the logs and help the user fix it:
gh run view <run-id> --log-failed
Common failure modes:
- Quality checks fail → something slipped past local checks, fix and re-tag
- PyPI publish fails → usually a version conflict (version already exists on PyPI)
- Release notes extraction fails → changelog format issue
Step 8: Verify the release
Once the pipeline succeeds, confirm:
# Check PyPI (may take a minute to propagate)
pip index versions agr
# Check the GitHub release exists
gh release view vX.Y.Z
Tell the user the release is live and share the links:
- PyPI: https://pypi.org/project/agr/X.Y.Z/
- GitHub Release: the URL from
gh release view
If something goes wrong after pushing
If the pipeline fails and you need to retry:
- Fix the issue
- Delete the tag locally and remotely:
git tag -d vX.Y.Z && git push origin :refs/tags/vX.Y.Z - Amend the release commit if needed, or create a new fix commit
- Re-tag and re-push
This is destructive — confirm with the user before deleting tags.
Capabilities
Install
Quality
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