Adopt and maintain the apache-magpie framework in a project repo via the snapshot-based adoption mechanism. The only framework skill committed in an adopter's repo; every other skill is a symlink the adopt sub-action wires up. Sub-actions: /magpie-setup - first-time adoption (default; main-checkout only) /magpie-setup…
Replace the manual commit-by-commit classification step in breeze release-management prepare-provider-documentation with AI-driven classification. For each provider with pending changes, analyze every PR (batched into one sub-agent per provider, not one per PR), pay special attention to potentially breaking changes by…
Upgrade the pinned Flask-AppBuilder (FAB) dependency in the Apache Airflow FAB provider (providers/fab/). Bumps the exact flask-appbuilder== pin and its mirror constant, regenerates uv.lock, drives the testfabalignment.py drift tripwire, reviews the vendored security-manager override.py against the new upstream FAB…
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…
Walk a maintainer through deep, sequential code review of open pull requests on the configured repo. Defaults to the "my reviews" queue (the union of five maintainer signals — see the Inputs table); selectors can narrow to a single PR, an area label, or a collaborator subset. Drafts an approve / request-changes /…
Sweep open pull requests on the configured repo, classify each one against the project's quality criteria, propose a disposition, and — on the maintainer's confirmation — carry out the action via gh. Disposition options per PR: draft / comment / close / rebase / CI-rerun / workflow-approve / ping-stale-reviewer /…
Orients agents on GEMVC under a mandatory source-ingestion protocol: examine vendor/gemvc and src/ before any architecture advice or code; no Laravel/ Symfony assumptions; PHPStan level 9. Covers server-agnostic PHP microservices (Apache/Nginx/FrankenPHP/OpenSwoole), 4 layers, automatic routing, JWT, Table/ViewTable…