Skill audit report
Software Engineer AI Agent Atlas audit report.
ATLAS: a senior-engineer layer for Claude Code. Explore with wireframes & prototypes, clarify the essentials, capture it in HTML spec doc then let Claude Code's native plan/goal/workflow loop build. Fewer tokens, less ceremony, faster to what people pictured. KISS/YAGNI/DRY, context decides. No overengineering. Clean architecture that works.
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
INFO62
302 GitHub stars
Stars/forks activity
INFO62
302 stars, 55 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
5d since push
License clarity
WARN42
Unknown
README/SKILL.md completeness
PASS90
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 syahiidkamil/Software-Engineer-AI-Agent-Atlas
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS86
filesystem or document access
Repository evidence
PASS86
https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas
Review status
PASS88
AI review data available
Real agent outcomes
INFO58
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add syahiidkamil/Software-Engineer-AI-Agent-Atlas
Repository
88
https://github.com/syahiidkamil/Software-Engineer-AI-Agent-Atlas
License
45
Unknown
Maintenance
100
5d since push
AI review
88
Approved with no listed issues
README/SKILL.md completeness
90
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
86
filesystem or document access
Stars/forks activity
62
302 stars, 55 forks; issue activity unavailable in current metadata
Adoption
68
302 GitHub stars
Warnings
- License is unclear
- Quality score needs review
- 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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