Skill audit report
Sweep the open `<issue-tracker>` 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 bodies without the maintainer's direction.
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
87 GitHub stars
Stars/forks activity
WARN53
87 stars, 85 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
22d since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
WARN46
command execution surface, credential or environment access
Install availability
PASS92
npx skills add apache/magpie --skill magpie-good-first-issue-sweep
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL22
secrets or environment access, shell or command execution
Repository evidence
PASS86
https://github.com/apache/magpie/tree/main/skills/good-first-issue-sweep
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add apache/magpie --skill magpie-good-first-issue-sweep
Repository
88
https://github.com/apache/magpie/tree/main/skills/good-first-issue-sweep
License
86
Apache-2.0
Maintenance
100
22d since push
AI review
55
The SKILL.md excerpt is truncated, but the provided content is sufficient for review; no critical issues found.
README/SKILL.md completeness
86
Usable description available
Dependency risk
46
command execution surface, credential or environment access
Install command safety
92
standard package or runtime install path
Permission surface
22
secrets or environment access, shell or command execution
Stars/forks activity
53
87 stars, 85 forks; issue activity unavailable in current metadata
Adoption
68
87 GitHub stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Warnings
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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