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.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO76
597 GitHub stars
Stars/forks activity
INFO71
597 stars, 51 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
24d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add Boom5426/Nature-Paper-Skills --skill write-scientific-manuscript
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS86
filesystem or document access
Repository evidence
PASS86
https://github.com/Boom5426/Nature-Paper-Skills/tree/main/skills/core/write-scientific-manuscript
Review status
PASS88
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add Boom5426/Nature-Paper-Skills --skill write-scientific-manuscript
Repository
88
https://github.com/Boom5426/Nature-Paper-Skills/tree/main/skills/core/write-scientific-manuscript
License
86
MIT
Maintenance
100
24d since push
AI review
88
Approved with no listed issues
README/SKILL.md completeness
84
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
86
filesystem or document access
Stars/forks activity
71
597 stars, 51 forks; issue activity unavailable in current metadata
Adoption
88
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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