Not in the top 1,000 by GitHub stars
apache/magpie
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.
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
View weekly changes
plugins/magpie-contributor-growth/skills/activity-sweep/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-contributor-growth/skills/calibrate/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-contributor-growth/skills/candidate-screen/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-contributor-growth/skills/committer-onboarding/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-contributor-growth/skills/contributor-to-committer/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-contributor-growth/skills/identity-map/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-contributor-growth/skills/nomination/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-contributor-growth/skills/onboarding-concierge/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-contributor-growth/skills/sentiment/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-issue/skills/backlog-stats/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-issue/skills/deduplicate/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-issue/skills/fix-workflow/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-issue/skills/reassess/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-issue/skills/reassess-stats/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-issue/skills/reproducer/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-issue/skills/stale-sweep/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-issue/skills/triage/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-mentoring/skills/good-first-issue-author/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-mentoring/skills/good-first-issue-sweep/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-mentoring/skills/newcomer-issue-explainer/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-mentoring/skills/welcome/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-pairing/skills/multi-agent-review/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-pairing/skills/self-review/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-pr-management/skills/code-review/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-pr-management/skills/mentor/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-pr-management/skills/pr-stale-sweep/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-pr-management/skills/pr-triage/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-pr-management/skills/pre-first-pr-check/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-pr-management/skills/quick-merge/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-pr-management/skills/reviewer-routing/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-pr-management/skills/stack-review/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-pr-management/skills/stats/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-release-management/skills/announce-draft/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-release-management/skills/archive-sweep/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-release-management/skills/audit-report/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-release-management/skills/keys-sync/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-release-management/skills/prepare/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-release-management/skills/promote/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-release-management/skills/rc-cut/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-release-management/skills/verify-rc/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-release-management/skills/vote-draft/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-release-management/skills/vote-tally/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-repo-health/skills/audit-finding-fix/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-repo-health/skills/ci-runner-audit/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-repo-health/skills/dependency-audit/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-repo-health/skills/dependency-license-audit/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-repo-health/skills/flaky-test-triage/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-repo-health/skills/license-compliance-audit/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-repo-health/skills/workflow-optimization/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-repo-health/skills/workflow-security-audit/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/cve-allocate/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/issue-deduplicate/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/issue-fix/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/issue-import/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/issue-import-from-md/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/issue-import-from-pr/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/issue-import-from-scan/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/issue-import-via-forwarder/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/issue-invalidate/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/issue-sync/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/issue-triage/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/model-prepare/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/model-update/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/model-verify/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/submit-to-oss-scan/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-security/skills/tracker-stats-dashboard/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-setup/skills/complete-upgrade/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-setup/skills/isolated-setup-doctor/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-setup/skills/isolated-setup-install/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-setup/skills/isolated-setup-update/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-setup/skills/isolated-setup-verify/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-setup/skills/override-upstream/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-setup/skills/privacy-llm/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-setup/skills/setup/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-setup/skills/shared-config-sync/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-setup/skills/status/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-setup/skills/upstream-fix/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-setup/skills/welcome-guide/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-utilities/skills/list-skills/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-utilities/skills/optimize-skill/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-utilities/skills/report-framework-issue/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-utilities/skills/skill-reconciler/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
plugins/magpie-utilities/skills/write-skill/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
tools/cve-tool-vulnogram/generate-cve-json/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
Before Not checked yet → After Not checked yet
First observation → 07ced27fed5d
No earlier version was observed for comparison.
Heat
5.5- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
30-day change not yet available: not enough history.
How it works
Skills included
Repository facts
- License
- Apache-2.0
- Created
- Apr 28, 2026
- Last pushed
- Nov 5, 2026
- Forks
- 124
- Open issues
- 47
- Project activity
- Not available
Before you install
Not checked yetAutomated signals, not a guarantee
No scan has been recorded for this repository yet.
