Skill audit report
Add or extend a Paperclip Runner protocol evaluation definition, roster, assertion, or report fixture with provenance and narrow validation.
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
PASS100
94K GitHub stars
Stars/forks activity
PASS100
94K stars, 16K forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
4d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
FAIL38
command execution surface, credential or environment access
Install availability
PASS92
npx skills add paperclipai/paperclip --skill add-runner-eval
Install command safety
INFO68
dynamic command execution, standard package or runtime install path
Permission surface
FAIL18
secrets or environment access, shell or command execution
Repository evidence
PASS86
https://github.com/paperclipai/paperclip/tree/master/.agents/skills/add-runner-eval
Review status
WARN52.82
AI review approval is missing
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add paperclipai/paperclip --skill add-runner-eval
Repository
88
https://github.com/paperclipai/paperclip/tree/master/.agents/skills/add-runner-eval
License
86
MIT
Maintenance
100
4d since push
AI review
55
Review approval is missing
README/SKILL.md completeness
86
Usable description available
Dependency risk
38
command execution surface, credential or environment access
Install command safety
68
dynamic command execution, standard package or runtime install path
Permission surface
18
secrets or environment access, shell or command execution
Stars/forks activity
100
94K stars, 16K forks; issue activity unavailable in current metadata
Adoption
88
94K GitHub stars
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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