Skill audit report
deeprefine Audit report.
DeepSeek Harness (dsh) adapter for the DeepRefine agent-native refinement loop. Use when the user invokes /deeprefine, or asks to refine, diagnose, review, or apply changes to a Graphify / LLM-Wiki knowledge graph. Must follow the canonical DeepRefine skill rules and stop for review before 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
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO62
command execution surface, external package install 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
WARN50
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/HKUST-KnowComp/DeepRefine-Skill/tree/main/deeprefine_skill/dsh_skill
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/tree/main/deeprefine_skill/dsh_skill
License
86
MIT
Maintenance
88
2mo since push
AI review
55
The SKILL.md excerpt appears truncated at 'If `deeprefine` is unavailable, tell the user to instal' – ensure the full file is present in the repository.
README/SKILL.md completeness
86
Usable description available
Dependency risk
62
command execution surface, external package install surface
Install command safety
92
standard package or runtime install path
Permission surface
50
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
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Warnings
- Permission surface may require sandboxing
- Financial research output is not financial advice; require human review before any live investment decision
- The SKILL.md excerpt appears truncated at 'If `deeprefine` is unavailable, tell the user to instal' – ensure the full file is present in the repository.
- The skill depends on an external CLI tool (`deeprefine`) that must be installed; the skill does not verify the tool's integrity or origin, but this is acceptable given the safety policy.
- Financial research output is not financial advice; require human review before any live investment decision.
- 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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