Repository

apache/magpie agent skills

Every skill in the apache/magpie repository on GitHub, ranked by score, with the commands to install them.
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
  • agent-skills
  • apache
  • automation
  • claude-code
  • cve
  • security
  • vulnerability-disclosure
  • vulnerability-management

Install all skills

skills CLI (any agent)
npx skills add apache/magpie

Add --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

Skills in apache/magpie, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
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/magpie110—~4.7kAutomated safety check: PassApache-2.0today
2

Read-only audit of GitHub Actions runner compatibility for one repository, a repository set, one Apache project, or the full Apache org.

apache/magpie110—~2.4kAutomated safety check: PassApache-2.0today
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/magpie110—~4.9kAutomated safety check: PassApache-2.0today
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/magpie110—~2.4kAutomated safety check: PassApache-2.0today
5

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/magpie110—~3.2kAutomated safety check: PassApache-2.0today
6

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/magpie110—~2.5kAutomated safety check: PassApache-2.0today
7

Write a new skill for the Apache Magpie framework, or bring an existing one up to current conventions.

apache/magpie110—~2.6kAutomated safety check: PassApache-2.0today
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/magpie110—~6.9kAutomated safety check: PassApache-2.0today
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/magpie110—~5.8kAutomated safety check: PassApache-2.0today
10

Turn a framework defect the agent hit while running a Magpie skill into a fix PR against apache/magpie, one PR per defect.

apache/magpie1101 repo~5.3kAutomated safety check: PassApache-2.0today
11

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/magpie110—~5.6kAutomated safety check: PassApache-2.0today
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/magpie110—~6.1kAutomated safety check: WarnApache-2.0today
13

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/magpie110—~9.8kAutomated safety check: PassApache-2.0today
14

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/magpie110—~5.4kAutomated safety check: PassApache-2.0today
15

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/magpie110—~5.7kAutomated safety check: PassApache-2.0today
16

Read-only GitHub activity card for a named contributor on <upstream.

apache/magpie110—~3.6kAutomated safety check: PassApache-2.0today
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/magpie110—~4.9kAutomated safety check: PassApache-2.0today
18

Read-only maintainer dashboard for the open general-issue backlog of <issue-tracker.

apache/magpie110—~4.8kAutomated safety check: PassApache-2.0today
19

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/magpie110—~3.9kAutomated safety check: PassApache-2.0today
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/magpie110—~3.9kAutomated safety check: PassApache-2.0today
21

Merge two open <issue-tracker issues that describe the same root cause, preserving both reporters' context.

apache/magpie110—~4.9kAutomated safety check: PassApache-2.0today
22

Read-only license audit of a dependency tree. An agent skill from apache/magpie.

apache/magpie110—~3.8kAutomated safety check: PassApache-2.0today
23

For a single triaged <issue-tracker issue confirmed as a bug or feature, draft a fix against <upstream on <default-branch.

apache/magpie110—~5.2kAutomated safety check: PassApache-2.0today
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/magpie110—~3.2kAutomated safety check: PassApache-2.0today
25

Draft one net-new good first issue on the configured <upstream repo from one supplied gap or small maintainer-named task.

apache/magpie110—~3.9kAutomated safety check: PassApache-2.0today
26

Sweep the open <issue-tracker backlog for existing issues that could be labelled as good first issues.

apache/magpie110—~4.4kAutomated safety check: PassApache-2.0today
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/magpie110—~4.6kAutomated safety check: PassApache-2.0today
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/magpie110—~4.8kAutomated safety check: PassApache-2.0today
29

Refresh a published security model from the project's decision history (tracker dispositions, advisories, canned responses).

apache/magpie110—~4.9kAutomated safety check: PassApache-2.0today
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/magpie110—~3.8kAutomated safety check: PassApache-2.0today
31

Answer newcomer contribution questions grounded in CONTRIBUTING.md and docs.

apache/magpie110—~3.5kAutomated safety check: PassApache-2.0today
32

Make an existing framework skill leaner without changing its behavior.

apache/magpie110—~3.4kAutomated safety check: PassApache-2.0today
33

Promote a local .apache-magpie-overrides/<skill.md into a PR against apache/magpie.

apache/magpie110—~4.7kAutomated safety check: PassApache-2.0today
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/magpie110—~5kAutomated safety check: PassApache-2.0today
35

Decide which LLMs this project's skills may send private foundation content to, then prove it.

apache/magpie110—~2.2kAutomated safety check: PassApache-2.0today
36

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/magpie110—~4.8kAutomated safety check: PassApache-2.0today
37

Sweep a configured pool of resolved or end-of-life <issue-tracker issues and re-assess each against the current <default-branch.

apache/magpie110—~5.1kAutomated safety check: PassApache-2.0today
38

Read-only dashboard over a directory of verdict.json files produced by issue-reassess campaigns.

apache/magpie110—~3.2kAutomated safety check: PassApache-2.0today
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/magpie110—~4.7kAutomated safety check: PassApache-2.0today
40

Measure contributor-sentiment signals on <upstream over a window: thread tone, time-to-first-reply, first-PR retention, and reviewer load.

apache/magpie110—~4.5kAutomated safety check: PassApache-2.0today
41

Install Magpie, configure it for yourself, or adopt it for a repo.

apache/magpie110—~4.8kAutomated safety check: PassApache-2.0today
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/magpie110—~3.8kAutomated safety check: PassApache-2.0today
43

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/magpie110—~5.2kAutomated safety check: PassApache-2.0today
44

Read-only maintainer dashboard for the open-PR backlog of <upstream.

apache/magpie110—~3.6kAutomated safety check: PassApache-2.0today
45

Generate a self-contained HTML dashboard of <tracker repository statistics for security-team review.

apache/magpie110—~4kAutomated safety check: PassApache-2.0today
46

Draft a first-contact orientation comment for a first-time contributor on a newly opened issue or PR on the configured <upstream repo.

apache/magpie110—~3.6kAutomated safety check: PassApache-2.0today
47

Read-only GitHub Actions workflow security audit for one repository, a repository set, or a whole GitHub org.

apache/magpie110—~3.8kAutomated safety check: PassApache-2.0today

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.