Skill audit report

academic-figure-draft-analyzer Audit report.

Plan evidence-backed figures for a paper draft, markdown notes, outline, manuscript, PDF, or paper webpage. Supports Draft-to-Figure fast-track for Markdown notes as well as comprehensive multi-figure planning for full manuscripts.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 7, 2026Heuristic metadata audit
75
Audit
71
Trust
64
Quality
78
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

71
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

99 GitHub stars

Stars/forks activity

WARN

48

99 stars, 10 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

80

external package install surface

Install availability

PASS

92

npx skills add Azhi-ss/academic-figure-skills --skill academic-figure-draft-analyzer

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

60

filesystem or document access, network or browser access

Repository evidence

PASS

86

https://github.com/Azhi-ss/academic-figure-skills/tree/main/academic-figure-draft-analyzer

Review status

INFO

66

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 Azhi-ss/academic-figure-skills --skill academic-figure-draft-analyzer

Repository

88

PASS

https://github.com/Azhi-ss/academic-figure-skills/tree/main/academic-figure-draft-analyzer

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

No explicit security guidance for handling untrusted external content (e.g., PDFs, URLs) that could contain prompt injection attempts.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

80

PASS

external package install surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

60

CHECK

filesystem or document access, network or browser access

Stars/forks activity

48

FIX

99 stars, 10 forks; issue activity unavailable in current metadata

Adoption

68

INFO

99 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • No explicit security guidance for handling untrusted external content (e.g., PDFs, URLs) that could contain prompt injection attempts.
  • Quality score needs review
  • Permission surface needs review: filesystem or document access, network or browser access
  • GitHub adoption: 99 GitHub stars
  • Stars/forks activity: 99 stars, 10 forks; issue activity unavailable in current metadata
  • Permission surface: filesystem or document 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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