Managing Python Releases
kajisho5/ffmpeg-skill
Manages Python library releases including semantic versioning, changelog maintenance (Keep a Changelog format), release automation with GitHub Actions, and deprecation workflows.
Guide and automate release management for data-prep-kit. An agent skill from data-prep-kit/data-prep-kit.
$ npx skills add data-prep-kit/data-prep-kit --skill release -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install data-prep-kit/data-prep-kit release --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/data-prep-kit/data-prep-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/release .claude/skills/release && rm -rf skills-srcUse ~/.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/
Install the "release" agent skill from https://github.com/data-prep-kit/data-prep-kit/tree/dev/.claude/skills/release into .claude/skills/release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/data-prep-kit/data-prep-kit/tree/dev/.claude/skills/releaseType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add data-prep-kit/data-prep-kit --skill release -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install data-prep-kit/data-prep-kit release --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/data-prep-kit/data-prep-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/release .agents/skills/release && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "release" agent skill from https://github.com/data-prep-kit/data-prep-kit/tree/dev/.claude/skills/release into .agents/skills/release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add data-prep-kit/data-prep-kit --skill release -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install data-prep-kit/data-prep-kit release --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/data-prep-kit/data-prep-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/release .cursor/skills/release && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "release" agent skill from https://github.com/data-prep-kit/data-prep-kit/tree/dev/.claude/skills/release into .cursor/skills/release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/data-prep-kit/data-prep-kit.git --path .claude/skills/release--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add data-prep-kit/data-prep-kit --skill release -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install data-prep-kit/data-prep-kit release --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/data-prep-kit/data-prep-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/release .gemini/skills/release && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "release" agent skill from https://github.com/data-prep-kit/data-prep-kit/tree/dev/.claude/skills/release into .gemini/skills/release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install data-prep-kit/data-prep-kit releaseInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add data-prep-kit/data-prep-kit --skill release -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/data-prep-kit/data-prep-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/release .github/skills/release && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "release" agent skill from https://github.com/data-prep-kit/data-prep-kit/tree/dev/.claude/skills/release into .github/skills/release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add data-prep-kit/data-prep-kit --skill release -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install data-prep-kit/data-prep-kit release --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/data-prep-kit/data-prep-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/release .opencode/skills/release && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "release" agent skill from https://github.com/data-prep-kit/data-prep-kit/tree/dev/.claude/skills/release into .opencode/skills/release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
releaseGuide and automate release management for data-prep-kit. An agent skill from data-prep-kit/data-prep-kit.
Release is an agent skill from data-prep-kit/data-prep-kit. Guide and automate release management for data-prep-kit. Covers dev1 regression builds, pending-release branches, release creation, and post-release dev setup. Trigger on "release", "cut a release", "prepare release", "release management", "publish release".
Its SKILL.md is about 2.5k 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 Open source maintenance. It works with Python. The repository describes itself as: Open source project for data preparation for GenAI applications. The licence is Apache-2.0.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit bbe6608. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
gitmakeghFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git and gh, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Release loads about 2.5k tokens when it runs. Until then it costs about 67 tokens; SKILL.md has 1,181 words of instructions outside code blocks.
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.
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.
The full file from data-prep-kit/data-prep-kit at commit bbe6608, republished under its Apache-2.0 licence (© data-prep-kit). 1,181 words, ~2,490 tokens.
.claude/skills/release/SKILL.md (or your agent's skills folder).You are guiding the user through the data-prep-kit release process. This is a monorepo with three independently versioned packages:
| Package | Version var | Suffix var |
|---|---|---|
| data-processing-lib | DPK_NEXT_RELEASE | DPK_VERSION_SUFFIX |
| data-connector-lib | DPK_CONNECTOR_NEXT_RELEASE | DPK_CONNECTOR_SUFFIX |
| transforms | TRANSFORM_NEXT_RELEASE | TRANSFORM_VERSION_SUFFIX |
All versions live in .make.versions (single source of truth). After editing versions, make set-versions propagates them to all pyproject.toml files.
NOTE — connector is independent:
data-connector-libis versioned on its own track (e.g.0.2.x) and is not always part of a release, so the rootmake set-versionsdeliberately does not recurse into it. When the connector IS being released alongside the other packages (as it is in some releases), you must propagate its version separately:make -C data-connector-lib set-versions. After running it, verifydata-connector-lib/pyproject.tomlmatchesDPK_CONNECTOR_NEXT_RELEASE+DPK_CONNECTOR_SUFFIX. If the connector is not part of this release, leave its version untouched.
Ask the user which release step to perform:
x.x.x.dev1 branch for regression testingpending-release/x.x.x branch with clean versions.dev0 suffix for new developmentPurpose: Create a dev1 pre-release wheel for regression testing before the final release.
dev branch and it is up to date:git checkout dev
git pull.make.versions to determine the current *_NEXT_RELEASE values. Confirm the target version with the user (e.g., 1.1.8).git checkout -b x.x.x.dev1.make.versions — set all relevant suffixes to .dev1:DPK_VERSION_SUFFIX=.dev1DPK_CONNECTOR_SUFFIX=.dev1TRANSFORM_VERSION_SUFFIX=.dev1make set-versions to propagate version changes to all pyproject.toml files. If the connector is part of this release, also run make -C data-connector-lib set-versions (the root recursion skips it by design).data-connector-lib/pyproject.toml if the connector is being released.git add .
git commit -s -m "adding dev1 release for regression testing"
git push --set-upstream origin x.x.x.dev1dev branch using gh pr create.data-processing-lib and transforms. These targets live in the component Makefiles, not the repo root — run them from each component folder:make -C data-processing-lib build-pkg-dist publish-dist
make -C transforms build-pkg-dist publish-distPurpose: Remove dev suffixes and prepare the final release version.
dev branch and it is up to date:git checkout dev
git pull.make.versions to determine the current version numbers. Confirm the target release version with the user.git checkout -b pending-release/x.x.x.make.versions — clear all suffixes for the components being released:DPK_VERSION_SUFFIX=DPK_CONNECTOR_SUFFIX=TRANSFORM_VERSION_SUFFIX=make set-versions to propagate. If the connector is part of this release, also run make -C data-connector-lib set-versions (the root recursion skips it by design).data-connector-lib/pyproject.toml if the connector is being released.release-notes.md for an entry for this version. If missing, prompt the user to provide release notes. Help draft them by:git log to find commits since the last release tagrelease-notes.md (numbered lists with descriptions)git add .
git commit -s -m "preparing for a new release"
git push --set-upstream origin pending-release/x.x.xdev branch using gh pr create.data-processing-lib and transforms. These targets live in the component Makefiles, not the repo root — run them from each component folder:make -C data-processing-lib build-pkg-dist publish-dist
make -C transforms build-pkg-dist publish-distPurpose: Create the release branch and tag on GitHub.
This step involves browser-based actions on GitHub. Guide the user through:
releases/vx.x.x from dev on GitHub:releases/vx.x.x and create from devvx.x.x targeting the releases/vx.x.x branchvx.x.xrelease-notes.md into the release descriptiongh CLI is available, offer to automate:gh api repos/{owner}/{repo}/git/refs -f ref="refs/heads/releases/vx.x.x" -f sha="$(git rev-parse dev)"
gh release create vx.x.x --target releases/vx.x.x --title "vx.x.x" --notes-file release-notes-excerpt.mdPurpose: Bump version numbers and restore dev suffix for ongoing development.
dev branch and it is up to date:git checkout dev
git pull.make.versions to get current version numbers.git checkout -b post-YYYY-MM-DD.make.versions:*_NEXT_RELEASE.dev0:DPK_VERSION_SUFFIX=.dev0DPK_CONNECTOR_SUFFIX=.dev0TRANSFORM_VERSION_SUFFIX=.dev0make set-versions to propagate. If the connector was part of the release, also run make -C data-connector-lib set-versions (the root recursion skips it by design).data-connector-lib/pyproject.toml if the connector was released.git add .
git commit -s -m "preparing for a new release"
git push --set-upstream origin post-YYYY-MM-DDdev branch using gh pr create.Walk through Steps 0-3 sequentially, pausing after each step for user confirmation before proceeding. Track progress and report status at each transition.
Analyze the current state of the repository to determine where in the release process we are:
.make.versions and report current versions and suffixes.dev, x.x.x.dev1, pending-release/*, post-*).git tag --sort=-creatordate | head -5gh pr list --search "pending-release OR dev1 OR post-"release-notes.md for the latest documented version..make.versions or release-notes.md.publish-dist automatically — only instruct the user to do it (from the component folders) after PR merge.-s flag (signed-off-by) as required by the project.For each step, produce:
© data-prep-kit, 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
Just SKILL.md in .claude/skills/release of data-prep-kit/data-prep-kit.
Open the folder on GitHubat commit bbe6608
Release 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Release this skilldata-prep-kit/data-prep-kit | 965 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | |
| Managing Python Releaseskajisho5/ffmpeg-skill | 1.9k | — | ~1.1k | Automated safety check: Pass | MIT | |
| GitHub Explorernicepkg/auto-company | 192 | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Opensource Guide Coachcalf-ai/calfkit-sdk | 149 | 1 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Code Interpreteraws-samples/sample-strands-agent-with-agentcore | 194 | — | ~3.6k | Automated safety check: Pass | MIT | |
| Veomni ReviewByteDance-Seed/VeOmni | 2.2k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 |
kajisho5/ffmpeg-skill
Manages Python library releases including semantic versioning, changelog maintenance (Keep a Changelog format), release automation with GitHub Actions, and deprecation workflows.
nicepkg/auto-company
Deep-dive analysis of GitHub projects. An agent skill from nicepkg/auto-company.
calf-ai/calfkit-sdk
A skill your agent uses when a user wants guidance on starting, contributing to, growing, governing, funding, securing, or sustaining an open source project, or asks about contributor onboarding…
aws-samples/sample-strands-agent-with-agentcore
Test and prototype code in a sandboxed environment. An agent skill from aws-samples/sample-strands-agent-with-agentcore.
ByteDance-Seed/VeOmni
Pre-PR code review gate. An agent skill from ByteDance-Seed/VeOmni.
taxueseek/argo
Runs web-page JavaScript without a browser, in a V8 sandbox with a browser-environment shim, for scripts that only probe the environment and compute a result.
Works with
Categories
Guide and automate release management for data-prep-kit. An agent skill from data-prep-kit/data-prep-kit. Release is an agent skill from data-prep-kit/data-prep-kit. Guide and automate release management for data-prep-kit.
Release fits situations like: prepare release; release management; publish release.
Run `npx skills add data-prep-kit/data-prep-kit --skill release -a claude-code`. Or copy the skill folder (.claude/skills/release in data-prep-kit/data-prep-kit) into .claude/skills/release in your project. Claude Code loads it when a task matches its description.
Run `npx skills add data-prep-kit/data-prep-kit --skill release -a codex`. Or copy the skill folder (.claude/skills/release in data-prep-kit/data-prep-kit) into .agents/skills/release in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add data-prep-kit/data-prep-kit --skill release -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, .gemini/skills/release, .github/skills/release and .opencode/skills/release in your project.
Going by SKILL.md and its folder, Release needs the command-line tools its instructions call (git, make and gh).
SKILL.md contains no URLs. Its commands use git and gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
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.
Release 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.
About 2.5k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Release: Managing Python Releases (kajisho5/ffmpeg-skill, 1.9k stars), GitHub Explorer (nicepkg/auto-company, 192 stars), Opensource Guide Coach (calf-ai/calfkit-sdk, 149 stars) and Code Interpreter (aws-samples/sample-strands-agent-with-agentcore, 194 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
data-prep-kit (a GitHub organization) maintains it in data-prep-kit/data-prep-kit, which has 965 GitHub stars. The repository was last updated on September 29, 2026.
Source: data-prep-kit/data-prep-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.