Repository
apache/magpie agent skills
- skills
- 47
- GitHub stars
- 110
GitHub description: “Agent-assisted maintainership and development framework for Apache projects — Triage, Mentoring, Drafting (agent-authored fixes with human review), and Pairing (developer-side dev-cycle) skills shipping; Agentic Autonomous (auto-merge) on the roadmap.”
- Stars
- 110 (93 forks)
- Licence
- Apache-2.0
- Last push
- Oct 2026
- Created
- Apr 2026
- Homepage
- magpie.apache.org
- Source
- github.com/apache/magpie
- agent-skills
- apache
- automation
- claude-code
- cve
- security
- vulnerability-disclosure
- vulnerability-management
Install all skills
npx skills add apache/magpieAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in apache/magpie, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Scan the release distribution area (dist/release/<project/ when releasedistbackend = svnpubsub, or the configured distribution location), identify releases past the project's retention rule, and… | apache/ | 110 | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | Read-only audit of GitHub Actions runner compatibility for one repository, a repository set, one Apache project, or the full Apache org. | apache/ | 110 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Add the Release Manager's public key to the project KEYS file: check it meets the ASF strength floor, draft the KEYS diff, and emit the svn (or backend) commands and keyserver reminder for the RM to… | apache/ | 110 | — | ~4.9k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Print a human-readable index of every skill installed for this repository, grouped by the family each one declares, with the name to invoke it by and the first sentence of its description. | apache/ | 110 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | 5.Mentor Draft a teaching-register comment on a GitHub issue or PR thread on the configured <upstream repo, aimed at a contributor missing context the maintainer would spell out. | apache/ | 110 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | 6.Status Show how Magpie is adopted in this repo — install method and pin, drift, wired agent targets, installed skill families, symlink health — and change that wiring from the same view. | apache/ | 110 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 7 | Write a new skill for the Apache Magpie framework, or bring an existing one up to current conventions. | apache/ | 110 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 8 | Assemble a per-release audit record from lifecycle artefacts (planning issue, vote thread, artefact list, promote revision, and announcement URL) and propose a PR appending it to the project's audit… | apache/ | 110 | — | ~6.9k | Automated safety check: Pass | Apache-2.0 | today |
| 9 | Check a published security model per repository: is it reachable via AGENTS.md → SECURITY.md at a named commit, and does it cover the minimum-bar sections? | apache/ | 110 | — | ~5.8k | Automated safety check: Pass | Apache-2.0 | today |
| 10 | 10.Upstream Fix Turn a framework defect the agent hit while running a Magpie skill into a fix PR against apache/magpie, one PR per defect. | apache/ | 110 | 1 repo | ~5.3k | Automated safety check: Pass | Apache-2.0 | today |
| 11 | 11.Prepare Draft release-preparation artefacts for <upstream: the planning issue, the version-bump and changelog prep PR (with the first-release review of what the source archive ships), the post-release… | apache/ | 110 | — | ~5.6k | Automated safety check: Pass | Apache-2.0 | today |
| 12 | Probe the secure-agent setup for restrictions that block legitimate work — SSH agent reachability, port binding, containers, the scratch directory, the signing key, gh outside the sandbox, prek and… | apache/ | 110 | — | ~6.1k | Automated safety check: Warn | Apache-2.0 | today |
| 13 | 13.Rc Cut Emit the paste-ready commands to tag an RC, build the source archive reproducibly, sign, checksum and stage it to the distribution backend (or, with ASF automated signing, the tag push that triggers… | apache/ | 110 | — | ~9.8k | Automated safety check: Pass | Apache-2.0 | today |
| 14 | 14.Stack Review Review a GitHub stacked pull request as one unit on <upstream: resolve the stack from any member PR or its stack number, check that the chain is linear and current, map every file to the layers that… | apache/ | 110 | — | ~5.4k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | 15.Vote Tally After the approval window closes, fetch the approval signal for an RC of <upstream, classify each reply as +1 / 0 / -1 and binding or non-binding against the configured roster, produce the tally… | apache/ | 110 | — | ~5.7k | Automated safety check: Pass | Apache-2.0 | today |
| 16 | Read-only GitHub activity card for a named contributor on <upstream. | apache/ | 110 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | today |
| 17 | For a batch of findings from a non-security audit tool (<audit-tool — ruff / flake8 / mypy / pylint / CodeQL / Apache Verum / Apache Caer / equivalent; full list in the body) against <upstream… | apache/ | 110 | — | ~4.9k | Automated safety check: Pass | Apache-2.0 | today |
| 18 | Read-only maintainer dashboard for the open general-issue backlog of <issue-tracker. | apache/ | 110 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | today |
| 19 | 19.Calibrate Derive committer and <governance-body reference levels from the project's own past nomination decisions on <private-list, deliberately relaxed below what was elected, and propose them as a… | apache/ | 110 | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | Surface details about likely committer and <governance-body candidates — deliberately more people than would be picked — as an alphabetical list with a short summary, in a verified-private repository. | apache/ | 110 | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | today |
| 21 | 21.Deduplicate Merge two open <issue-tracker issues that describe the same root cause, preserving both reporters' context. | apache/ | 110 | — | ~4.9k | Automated safety check: Pass | Apache-2.0 | today |
| 22 | Read-only license audit of a dependency tree. An agent skill from apache/magpie. | apache/ | 110 | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | today |
| 23 | 23.Fix Workflow For a single triaged <issue-tracker issue confirmed as a bug or feature, draft a fix against <upstream on <default-branch. | apache/ | 110 | — | ~5.2k | Automated safety check: Pass | Apache-2.0 | today |
| 24 | Read-only flaky-test detection from GitHub Actions run history for one repository: parses run outcomes over a configurable window, computes per-job failure rates, and separates intermittent failures… | apache/ | 110 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | today |
| 25 | Draft one net-new good first issue on the configured <upstream repo from one supplied gap or small maintainer-named task. | apache/ | 110 | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | today |
| 26 | Sweep the open <issue-tracker backlog for existing issues that could be labelled as good first issues. | apache/ | 110 | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | today |
| 27 | Read-only license compliance audit for one repository or checkout: LICENSE present, NOTICE complete when the declared license requires it, and source files carrying SPDX-License-Identifier headers… | apache/ | 110 | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | today |
| 28 | Produce a first security model for a project that has none: draft it with <governance-body (draft-first, provenance-tagged), then land the model and its AGENTS.md → SECURITY.md chain as one PR per… | apache/ | 110 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | today |
| 29 | 29.Model Update Refresh a published security model from the project's decision history (tracker dispositions, advisories, canned responses). | apache/ | 110 | — | ~4.9k | Automated safety check: Pass | Apache-2.0 | today |
| 30 | Given an open good-first-issue on the configured <upstream repo, explain it in beginner terms and sketch a concrete approach: which files to read first, what "done" looks like, and where to ask… | apache/ | 110 | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | today |
| 31 | Answer newcomer contribution questions grounded in CONTRIBUTING.md and docs. | apache/ | 110 | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | today |
| 32 | Make an existing framework skill leaner without changing its behavior. | apache/ | 110 | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | today |
| 33 | Promote a local .apache-magpie-overrides/<skill.md into a PR against apache/magpie. | apache/ | 110 | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | today |
| 34 | Sweep open PRs on the configured <upstream repo for inactivity past a configurable threshold and propose either a conversion to draft (open but quiet) or a closure (abandoned long enough to presume… | apache/ | 110 | — | ~5k | Automated safety check: Pass | Apache-2.0 | today |
| 35 | 35.Privacy LLM Decide which LLMs this project's skills may send private foundation content to, then prove it. | apache/ | 110 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 36 | 36.Quick Merge Identify trivial, low-risk PRs in the ready for maintainer review queue of <upstream that pass every quality gate and touch only supplementary areas (docs, changelog, translations, tests) — the… | apache/ | 110 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | today |
| 37 | 37.Reassess Sweep a configured pool of resolved or end-of-life <issue-tracker issues and re-assess each against the current <default-branch. | apache/ | 110 | — | ~5.1k | Automated safety check: Pass | Apache-2.0 | today |
| 38 | Read-only dashboard over a directory of verdict.json files produced by issue-reassess campaigns. | apache/ | 110 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | today |
| 39 | Help an adopter or framework developer file a clean, redacted GitHub issue against the Apache Magpie framework repo when a skill, tool, or doc misbehaves. | apache/ | 110 | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | today |
| 40 | 40.Sentiment Measure contributor-sentiment signals on <upstream over a window: thread tone, time-to-first-reply, first-PR retention, and reviewer load. | apache/ | 110 | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | today |
| 41 | 41.Setup Install Magpie, configure it for yourself, or adopt it for a repo. | apache/ | 110 | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | today |
| 42 | Commit and push the user's shared Claude config to the ~/.claude-config sync repo, rebasing first so a push never buries work from another machine. | apache/ | 110 | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | today |
| 43 | 43.Stale Sweep Sweep open <issue-tracker issues for inactivity past a configurable threshold and propose either a closure (when the issue has been unresponsive long enough to presume abandonment) or an update… | apache/ | 110 | — | ~5.2k | Automated safety check: Pass | Apache-2.0 | today |
| 44 | 44.Stats Read-only maintainer dashboard for the open-PR backlog of <upstream. | apache/ | 110 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | today |
| 45 | Generate a self-contained HTML dashboard of <tracker repository statistics for security-team review. | apache/ | 110 | — | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 46 | 46.Welcome Draft a first-contact orientation comment for a first-time contributor on a newly opened issue or PR on the configured <upstream repo. | apache/ | 110 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | today |
| 47 | Read-only GitHub Actions workflow security audit for one repository, a repository set, or a whole GitHub org. | apache/ | 110 | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | today |
Questions, answered from the data.
What is the best skill in apache/magpie?
Archive Sweep from apache/magpie ranks first of the 47 skills in apache/magpie listed here, with the highest score: its repository has 110 GitHub stars, its SKILL.md loads about 4.7k tokens and it passes the automated safety check with no findings. Next come CI Runner Audit and Keys Sync.
Are the skills in apache/magpie official?
None yet. All 47 skills in apache/magpie listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from apache/magpie?
Run npx skills add apache/magpie in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.