Skill audit report

manuscript-optimizer Audit report.

Use when auditing, restructuring, or revising a research manuscript whose scientific question, claim hierarchy, evidence chain, section logic, figures, terminology, or prose may be unclear or out of sync. Apply before sentence-level polishing, especially for whole drafts, major revisions, resubmissions, overclaiming, experiment-by-experiment Results, inaccessible narratives, or manuscripts that need a claim-driven architecture.

REVIEWED · REVIEWSafe to tryGenerated Nov 6, 2026Heuristic metadata audit

Audit

Trust

Quality

Security

100

Maintain

Install

OpenAgentSkill Trust Score

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

597 GitHub stars

Stars/forks activity

INFO

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

Recent maintenance

PASS

100

24d since push

License clarity

PASS

MIT

README/SKILL.md completeness

PASS

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

no major dependency risk hints in public metadata

Install availability

PASS

npx skills add Boom5426/Nature-Paper-Skills --skill manuscript-optimizer

Install command safety

PASS

standard package or runtime install path

Permission surface

PASS

100

no high-risk permission surface in public metadata

Repository evidence

PASS

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

Review status

PASS

AI review data available

Agent Proven outcomes

INFO

No agent outcome data yet

Checks

Install and adoption review

10 Passed · 2 Needs review

Install path

PASS

npx skills add Boom5426/Nature-Paper-Skills --skill manuscript-optimizer

Repository

PASS

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

License

PASS

MIT

Maintenance

100

PASS

24d since push

AI review

PASS

Approved with no listed issues

README/SKILL.md completeness

PASS

Usable description available

Dependency risk

PASS

no major dependency risk hints in public metadata

Install command safety

PASS

standard package or runtime install path

Permission surface

100

PASS

no high-risk permission surface in public metadata

Stars/forks activity

CHECK

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

Adoption

PASS

597 GitHub stars

Warnings

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.

Install path

Review the report before installing into production agents.

$ npx skills add Boom5426/Nature-Paper-Skills --skill manuscript-optimizer

Agent-readable metadata

Machine decision packet

Embedded JSON exposes suited tasks, suited agents, install command, trust score, safety gate, alternatives, and do-not-use conditions for agent review.

Install policy: review
Best agents: Codex + Claude Code
Alternatives: 3

Open agent JSON

Signals

Audit score: 85/100
Quality: 74/100
Trust: 84/100
Install safety: 92/100
Permission surface: 100/100
Maintenance: 24d since push
Events: 6 events
GitHub stars: 597
Last push: Oct 13, 2026

Agent safety v2

73/100 · Review before install

Reviewedreview

Good audit and safety signals with no high-risk permission hints in public metadata.

Review the audit page, then allow agent install in a sandboxed workflow.

Safe-to-try audit
73/100 agent safety score

Network access

medium

Skill likely fetches remote pages, APIs, repositories, or external services.

Quality score needs review

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