Skill audit report

bib-verify Audit report.

Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP. Reports each reference as verified, suspect, or not found, with field-level mismatch details (title, authors, year, DOI). Use when the user wants to check a .bib file for fake citations, validate references in a paper, or audit bibliography entries for accuracy.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 6, 2026Heuristic metadata audit
75
Audit
73
Trust
70
Quality
78
Security
76
Maintain
92
Install

OpenAgentSkill Trust Score

73
Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

76

809 GitHub stars

Stars/forks activity

INFO

71

809 stars, 65 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

76

3mo since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

46

command execution surface, external package install surface

Install availability

PASS

92

npx skills add agentscope-ai/OpenJudge --skill bib-verify

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

36

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/agentscope-ai/OpenJudge/tree/main/skills/bib-verify

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 10 Needs review

Install path

92

PASS

npx skills add agentscope-ai/OpenJudge --skill bib-verify

Repository

88

PASS

https://github.com/agentscope-ai/OpenJudge/tree/main/skills/bib-verify

License

86

PASS

Apache-2.0

Maintenance

76

CHECK

3mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

46

FIX

command execution surface, external package install surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

36

FIX

shell or command execution, filesystem or document access

Stars/forks activity

71

CHECK

809 stars, 65 forks; issue activity unavailable in current metadata

Adoption

88

PASS

809 GitHub stars

Warnings

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • Dependency/runtime risk: command execution surface, external package install surface
  • 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.