Skill audit report
evo-citation-scorer Audit report.
Compares parsed BibTeX citation metadata against API results using fuzzy string matching and multi-factor scoring to classify citations as real or fake, then outputs the final JSON report.
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
88 GitHub stars
Stars/forks activity
WARN43
88 stars, 4 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
1mo since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO64
credential or environment access, network or browser surface
Install availability
PASS92
npx skills add OpenLAIR/OpenSkill --skill evo-citation-scorer
Install command safety
PASS92
standard package or runtime install path
Permission surface
WARN60
secrets or environment access, network or browser access
Repository evidence
PASS86
https://github.com/OpenLAIR/OpenSkill/tree/main/tasks-evolved/citation-check/environment/skills/evo-citation-scorer
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 OpenLAIR/OpenSkill --skill evo-citation-scorer
Repository
88
https://github.com/OpenLAIR/OpenSkill/tree/main/tasks-evolved/citation-check/environment/skills/evo-citation-scorer
License
86
Apache-2.0
Maintenance
88
1mo since push
AI review
55
SKILL.md classification logic is incomplete and inconsistent with the actual code: it omits the near-exact title match (>=95) and high-title-match-with-author-overlap (>=85) rules.
README/SKILL.md completeness
86
Usable description available
Dependency risk
64
credential or environment access, network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
60
secrets or environment access, network or browser access
Stars/forks activity
43
88 stars, 4 forks; issue activity unavailable in current metadata
Adoption
68
88 GitHub stars
Warnings
- Permission surface may require sandboxing
- SKILL.md classification logic is incomplete and inconsistent with the actual code: it omits the near-exact title match (>=95) and high-title-match-with-author-overlap (>=85) rules.
- SKILL.md only mentions CrossRef search, but the code also handles semantic_scholar_results and dblp_results, and the documented workflow does not explain how these API results are obtained.
- No setup or dependency information is provided; the code relies on external API integration that is not included in the skill.
- Input and output schemas are not fully documented, making it unclear what exact structure verification_result must have.
- Quality score needs review
- Permission surface needs review: secrets or environment access, network or browser access
- GitHub adoption: 88 GitHub stars
- Stars/forks activity: 88 stars, 4 forks; issue activity unavailable in current metadata
- Permission surface: secrets or environment access, network or browser 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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