Skill audit report

nature-reader Audit report.

Build full-paper Chinese-English side-by-side, figure/table/equation-aware, source-grounded Markdown readers for journal or conference papers from PDF, DOI, arXiv, publisher HTML, or pasted text. Use whenever the user asks to translate or read a paper, make 中英文对照/原文对照/全文翻译解读, render equations instead of exposing raw LaTeX, extract figures or tables into the right positions, preserve figure/table placement near relevant prose, or keep exact source anchors for every block. This skill must not degrade into a summary-only output unless the user explicitly asks for a summary. Also trigger on general paper-reading and translation requests even without the word "Nature", such as reading/translating an academic paper, literature reading, understanding a paper, and Chinese phrasings like 读论文、精读论文、论文翻译、文献翻译、文献阅读、学术阅读、帮我读这篇文章、翻译这篇paper.

REVIEWED · REVIEWSafe to tryGenerated Oct 20, 2026Heuristic metadata audit
85
Audit
79
Trust
90
Quality
82
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

79
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

PASS

100

39K GitHub stars

Stars/forks activity

PASS

97

39K stars, 2.1K forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo 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

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add Yuan1z0825/nature-skills --skill nature-reader

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

74

filesystem or document access, database access

Repository evidence

PASS

86

https://github.com/Yuan1z0825/nature-skills/tree/main/skills/nature-reader

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

9 Passed · 4 Needs review

Install path

92

PASS

npx skills add Yuan1z0825/nature-skills --skill nature-reader

Repository

88

PASS

https://github.com/Yuan1z0825/nature-skills/tree/main/skills/nature-reader

License

86

PASS

Apache-2.0

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

No critical security issues found. The skill reads local files and may download content from external sources (DOI/arXiv), but no destructive or exfiltration behavior is evident.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

74

CHECK

filesystem or document access, database access

Stars/forks activity

97

PASS

39K stars, 2.1K forks; issue activity unavailable in current metadata

Adoption

88

PASS

39K GitHub stars

Warnings

  • No critical security issues found. The skill reads local files and may download content from external sources (DOI/arXiv), but no destructive or exfiltration behavior is evident.
  • The skill relies on a static/dynamic fragment system that requires careful file management; if any referenced file is missing, the skill may fail silently.

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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