Skill audit report
Claude Scientific Skills audit report.
A comprehensive collection of ready-to-use scientific and research skills for AI agents.
OpenAgentSkill Trust Score
Stars, maintenance, license, docs, install safety, permission surface, and installability.
The Trust Score is OpenAgentSkill's adoption layer. It is designed to help an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
PASS100
31K GitHub stars
Stars/forks activity
PASS97
31K stars, 3.1K forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
12d since push
License clarity
WARN42
Unknown
README/SKILL.md completeness
PASS94
Metadata includes enough usage and workflow context
Dependency/runtime risk
PASS82
network or browser surface
Install availability
PASS92
npx skills add K-Dense-AI/claude-scientific-skills
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS86
network or browser access
Repository evidence
PASS86
https://github.com/K-Dense-AI/claude-scientific-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 K-Dense-AI/claude-scientific-skills
Repository
88
https://github.com/K-Dense-AI/claude-scientific-skills
License
45
Unknown
Maintenance
100
12d since push
AI review
88
Approved with no listed issues
README/SKILL.md completeness
94
Usable description available
Dependency risk
82
network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
86
network or browser access
Stars/forks activity
97
31K stars, 3.1K forks; issue activity unavailable in current metadata
Adoption
88
31K GitHub stars
Warnings
- License is unclear
- License clarity: Unknown
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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