Skill audit report

nature-paper-to-patent Audit report.

Convert scientific papers, theses, technical reports, source code, figures, inventor notes, or research manuscripts into evidence-grounded Chinese invention patent drafts and attorney-facing technical disclosure materials. Use when an AI agent must mine patent points, draft or revise a Chinese technical disclosure (技术交底书), run prior-art comparison, convert Office project materials, map every claimed feature to source evidence, preserve core formulas as editable Office Math, generate claim-aligned flowcharts and methodology figures, compare a paper with an existing patent, audit support and consistency, or deliver Chinese DOCX patent/disclosure files.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 21, 2026Heuristic metadata audit
83
Audit
74
Trust
90
Quality
77
Security
88
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

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

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

72

command execution surface

Install availability

PASS

92

npx skills add Yuan1z0825/nature-skills --skill nature-paper-to-patent

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

50

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/Yuan1z0825/nature-skills/tree/main/skills/nature-paper-to-patent

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 8 Needs review

Install path

92

PASS

npx skills add Yuan1z0825/nature-skills --skill nature-paper-to-patent

Repository

88

PASS

https://github.com/Yuan1z0825/nature-skills/tree/main/skills/nature-paper-to-patent

License

86

PASS

Apache-2.0

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

No critical security risks identified; skill only processes local files and runs bundled scripts.

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

72

CHECK

command execution surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

50

FIX

shell or command execution, filesystem or document access

Stars/forks activity

97

PASS

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

Adoption

88

PASS

39K GitHub stars

Warnings

  • Permission surface may require sandboxing
  • No critical security risks identified; skill only processes local files and runs bundled scripts.
  • Skill relies on external Python dependencies and scripts, but these are part of the repository and not dynamically fetched.
  • Permission surface needs review: shell or command execution, filesystem or document access
  • 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.

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