Skill audit report
deeprefine Audit report.
Agent-native DeepRefine refinement loop — same control flow as DeepRefine.refine(), graphify search instead of FAISS, session LLM, dry-run review before approved graph writes.
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
WARN48
92 GitHub stars
Stars/forks activity
WARN43
92 stars, 7 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
INFO64
command execution surface, network or browser surface
Install availability
PASS92
npx skills add HKUST-KnowComp/DeepRefine-Skill --skill deeprefine
Install command safety
PASS92
standard package or runtime install path
Permission surface
WARN48
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/HKUST-KnowComp/DeepRefine-Skill/blob/main/SKILL.md
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add HKUST-KnowComp/DeepRefine-Skill --skill deeprefine
Repository
88
https://github.com/HKUST-KnowComp/DeepRefine-Skill/blob/main/SKILL.md
License
86
MIT
Maintenance
88
2mo since push
AI review
55
The SKILL.md excerpt is truncated mid-pseudocode, but the provided content is sufficient to assess the skill's design and safety.
README/SKILL.md completeness
84
Usable description available
Dependency risk
64
command execution surface, network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
48
shell or command execution, filesystem or document access
Stars/forks activity
43
92 stars, 7 forks; issue activity unavailable in current metadata
Adoption
68
92 GitHub stars
Warnings
- Permission surface may require sandboxing
- The SKILL.md excerpt is truncated mid-pseudocode, but the provided content is sufficient to assess the skill's design and safety.
- Quality score needs review
- Permission surface needs review: shell or command execution, filesystem or document access
- GitHub adoption: 92 GitHub stars
- Stars/forks activity: 92 stars, 7 forks; issue activity unavailable in current metadata
- Permission surface: shell or command execution, filesystem or document access
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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