Skill audit report
Awesome Academic Skills Audit report.
An index of Claude and agent skills for academic work, from literature search to peer review. Organized by where each skill fits in the research lifecycle; each entry notes its license and what it runs. CC0.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
FAIL30
17 GitHub stars
Stars/forks activity
FAIL32
17 stars, 4 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
3mo since push
License clarity
PASS86
CC0-1.0
README/SKILL.md completeness
PASS100
Metadata includes enough usage and workflow context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add O0000-code/awesome-academic-skills
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO72
filesystem or document access, network or browser access
Repository evidence
PASS86
https://github.com/O0000-code/awesome-academic-skills
Review status
PASS88
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add O0000-code/awesome-academic-skills
Repository
88
https://github.com/O0000-code/awesome-academic-skills
License
86
CC0-1.0
Maintenance
88
3mo since push
AI review
88
Approved with no listed issues
README/SKILL.md completeness
100
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
72
filesystem or document access, network or browser access
Stars/forks activity
32
17 stars, 4 forks; issue activity unavailable in current metadata
Adoption
42
17 GitHub stars
Warnings
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 17 GitHub stars
- Stars/forks activity: 17 stars, 4 forks; issue activity unavailable in current metadata
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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