Skill audit report

academic-search Audit report.

Search and analyze academic literature. Find papers, understand research methodologies, and synthesize academic findings for research projects.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 14, 2026Heuristic metadata audit
69
Audit
74
Trust
51
Quality
80
Security
62
Maintain
92
Install

OpenAgentSkill Trust Score

74
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

62

498 GitHub stars

Stars/forks activity

INFO

62

498 stars, 94 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

62

9mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

82

database surface

Install availability

PASS

92

npx skills add claude-office-skills/skills --skill academic-search

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

74

network or browser access, database access

Repository evidence

PASS

86

https://github.com/claude-office-skills/skills/tree/main/academic-search

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 7 Needs review

Install path

92

PASS

npx skills add claude-office-skills/skills --skill academic-search

Repository

88

PASS

https://github.com/claude-office-skills/skills/tree/main/academic-search

License

86

PASS

MIT

Maintenance

62

CHECK

9mo since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

82

PASS

database surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

74

CHECK

network or browser access, database access

Stars/forks activity

62

CHECK

498 stars, 94 forks; issue activity unavailable in current metadata

Adoption

68

INFO

498 GitHub stars

Warnings

  • AI review approval is missing
  • Quality score needs review
  • Review status: AI review approval is missing

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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