Skill audit report

write-scientific-manuscript Audit report.

Diagnose and repair the clarity and logic of manuscript prose, journal-agnostic. Use when a passage is technically correct but hard to follow: buried topic sentences, missing logical bridges, ambiguous referents, abstract noun chains, overloaded sentences, incomplete comparisons with no stated dataset or metric or direction, scope qualifiers placed too far from the claim, and invented or inflated terminology that should have been an ordinary word. Also covers writing for a broad scientific reader without losing precision, section-by-section logic patterns, paragraph-level reverse outlines, and keeping observation separate from interpretation. This is the layer between structure and punctuation: use manuscript-optimizer when the claim hierarchy itself is unstable, and scientific-prose-style for the final sentence-level pass.

BLOCKED · BLOCKRiskyGenerated Nov 7, 2026Heuristic metadata audit
84
Audit
82
Trust
74
Quality
88
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

82
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

24d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add Boom5426/Nature-Paper-Skills --skill write-scientific-manuscript

Install command safety

PASS

92

standard package or runtime install path

Permission surface

PASS

86

filesystem or document access

Repository evidence

PASS

86

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

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

10 Passed · 4 Needs review

Install path

92

PASS

npx skills add Boom5426/Nature-Paper-Skills --skill write-scientific-manuscript

Repository

88

PASS

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

License

86

PASS

MIT

Maintenance

100

PASS

24d since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

84

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

86

PASS

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

  • Potential broker, wallet, exchange, or real-money execution surface; sandbox and explicit approval are required
  • This skill may touch real-money trading, broker, wallet, or exchange operations; use only in a sandbox with explicit approval.
  • 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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