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.
For a batch of findings from a non-security audit tool ( — ruff / flake8 / mypy / pylint / CodeQL / Apache Verum / Apache Caer / equivalent; full list in the body) against , draft the smallest fix for each finding. Re-runs the tool after each batch to confirm the findings are cleared. Produces a commit and a hand-back…
Read-only audit of GitHub Actions workflow runner compatibility for one repository, an explicit repository set, one Apache project with multiple repositories, or the full Apache GitHub org. Finds obsolete GitHub-hosted runner labels and macOS runner/tool architecture mismatches. Produces TSV evidence files; never…
Post-vote committer and PMC onboarding for Apache projects. Walks the nominator through every step from ICLA check to welcome announcement for both incubating podlings and graduated top-level projects.
Read-only GitHub activity card for a named contributor on . Fetches PR authorship, code-review activity, issues, and PR/issue comments over a configurable window. Limited to GitHub-visible activity — the body documents the off-GitHub tracks the nominator must supply separately. No readiness verdict is produced; use…
Read-only nomination brief for a named GitHub contributor on . Aggregates GitHub activity across all contribution tracks plus maintainer-supplied off-GitHub signal, and flags vendor-neutrality context — the evidence a PMC needs to open a committer or PMC nomination thread.
Measures contributor-sentiment signals on over a configurable window: thread tone (first-response classification), time-to-first-reply (median hours), first-PR retention (second-PR rate), and reviewer load (Gini coefficient). Compares each signal against a pre-adoption baseline and produces a structured gate report…
Read-only readiness tracker that maps a contributor's GitHub activity against the adopter's PMC-declared committer or PMC thresholds and surfaces a traffic-light brief (Not yet / Approaching / Ready to nominate) plus the specific evidence gaps that remain.
Read-only dependency vulnerability audit for one repository or a local checkout. Detects the project's dependency manager(s), runs the appropriate audit tool, surfaces patchable findings grouped by severity, and proposes upgrades for maintainer review. Never modifies manifests or lock files and never opens update PRs.
Read-only license audit of a project's direct and transitive dependency tree. Detects the dependency manager(s), resolves each dependency's declared license from ecosystem metadata, classifies each against a configured policy (ASF three-category A/B/X model or a custom allowlist), and surfaces incompatible, forbidden…
Read-only flaky-test detection from GitHub Actions CI run history for one repository. Parses workflow run outcomes over a configurable window, computes per-job failure rates, and distinguishes intermittent failures (flaky) from consistent failures (deterministically broken). Produces a prioritised triage list without…
Draft a single net-new good first issue on the configured repo from one supplied candidate such as a known gap or a small maintainer-named task. The skill first runs a suitability gate to confirm the candidate is small and newcomer-safe. If it passes the skill drafts one issue. The draft carries scope, code pointers…
Sweep the open backlog for existing issues that could be labelled as good first issues. Classifies each candidate as READY (propose the GFI label), NEAR-MISS (surface edits to make it GFI-ready), or SKIP using the G1–G7 suitability rubric. Applies labels only after explicit maintainer confirmation; never edits issue…
Read-only maintainer dashboard for the open general-issue backlog of . Surfaces a health rating, prioritised recommendations, age and staleness breakdowns, area pressure ranking, and a triage-funnel summary. Output is HTML by default; markdown fallback available.
Merge two open issues that describe the same root cause, preserving both reporters' context. Proposes a closing comment on the duplicate and a cross-reference comment on the kept issue. Waits for maintainer confirmation before posting anything or closing anything.
For a single triaged issue confirmed as a bug or feature, draft a fix against on . Produces the failing test, the smallest production change, the targeted+module test runs, and the commit. The PR is NOT opened on autopilot; the human committer reviews, signs, and pushes. Hand-back artefact summarises branch, commits…
Read-only dashboard over a directory of verdict.json files produced by issue-reassess campaigns. Surfaces a health rating, classification distribution, partial-fix surfaces, oldest-unresolved buckets, and per-component breakdowns. Output is HTML by default; markdown fallback available. Read-only on tracker state…
Sweep a configured pool of resolved or end-of-life issues and re-assess each against the current . Per-issue: invoke issue-reproducer to extract and run the reporter's code, classify the runtime outcome, attach a nature analysis, compose a verdict.json. Hand-back-on-completion contract: no comments posted, no…
For a single issue identifying a code-level bug, extract the reporter's example code from the issue body, adapt it to run on the current , execute via , and compose a verdict.json describing the observed behaviour vs the expected failure. Read-only on the tracker — produces evidence, never posts. Invoked by…
Sweep open 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 request (nudge the reporter to confirm the issue is still relevant). Waits for maintainer confirmation before posting any comment or closing…
For each open issue in the configured candidate pool, read the issue body and comments and classify the candidate disposition. On user confirmation, posts a triage-proposal comment that invites the project team to react. Read-only on tracker state — no workflow transitions, closures, or label changes. Six classes in…
Read-only license compliance audit for one repository or a local checkout. Checks that a LICENSE file exists, that a NOTICE file is present and complete when required by the declared license, and that source files carry SPDX-License-Identifier headers consistent with the project's declared license. Produces a grouped…
Print a human-readable index of every skill in this repository, grouped by family prefix (pr-management, security, setup, …) with each skill's name and the first sentence of its description. The listing is generated on every run from the live .claude/skills//SKILL.md files, so it never goes stale when skills are…
Draft a first-contact orientation comment for a first-time contributor on a newly opened issue or PR on the configured repo. Detects first-time authorship via the GitHub authorassociation field and drafts a welcome with contributing-guide link, community-norm pointers, and expected next steps. Waits for explicit…
Given an open good-first-issue on the configured repo, explain it in beginner terms and sketch a concrete approach: which files to read first, what "done" looks like, and where to ask follow-up questions — without writing any code or fix. First runs an issue assessment to confirm the issue is open, non-security, and…