Skill audit report

scientific-writing Audit report.

Use when writing or revising scientific manuscripts, abstracts, figures, or references for journal submission and you need full-paragraph prose, scientific structure, citation-style guidance, or reporting-guideline support.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 10, 2026Heuristic metadata audit
81
Audit
76
Trust
75
Quality
78
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

76
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

597 GitHub stars

Stars/forks activity

INFO

71

597 stars, 51 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

28d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

72

command execution surface

Install availability

PASS

92

npx skills add Boom5426/Nature-Paper-Skills --skill scientific-writing

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

62

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/Boom5426/Nature-Paper-Skills/tree/main/skills/core/scientific-writing

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 · 6 Needs review

Install path

92

PASS

npx skills add Boom5426/Nature-Paper-Skills --skill scientific-writing

Repository

88

PASS

https://github.com/Boom5426/Nature-Paper-Skills/tree/main/skills/core/scientific-writing

License

86

PASS

MIT

Maintenance

100

PASS

28d since push

AI review

55

CHECK

The skill references an external `nature-figure` skill that requires an OPENROUTER_API_KEY and running a Python script, which could introduce a dependency on an unvetted external service. However, this is optional and not part of the core writing workflow.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

72

CHECK

command execution surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

62

CHECK

shell or command execution, filesystem or document access

Stars/forks activity

71

CHECK

597 stars, 51 forks; issue activity unavailable in current metadata

Adoption

88

PASS

597 GitHub stars

Warnings

  • The skill references an external `nature-figure` skill that requires an OPENROUTER_API_KEY and running a Python script, which could introduce a dependency on an unvetted external service. However, this is optional and not part of the core writing workflow.
  • Quality score needs review

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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