Skill audit report

stats-reporting-audit Audit report.

Audit, revise, or draft manuscript statistical reporting for Nature / high-impact journal submissions. Use when the user asks to check statistical analysis sections, p values, confidence intervals, sample size, biological versus technical replicates, randomization, blinding, multiple-comparison correction, model assumptions, figure legends, Results statistics wording, reviewer comments about statistics, or Chinese academic drafts needing publication-ready Statistical analysis text. Also trigger on general paper-statistics requests such as 统计审查、统计分析小节、统计方法、p值、样本量、重复数、多重比较、置信区间、效应量、图注统计、审稿人统计意见.

REVIEWED · REVIEWSafe to tryGenerated Nov 7, 2026Heuristic metadata audit
85
Audit
84
Trust
75
Quality
88
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

84
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

25d since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow 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 stats-reporting-audit

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/stats-reporting-audit

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 · 2 Needs review

Install path

92

PASS

npx skills add Boom5426/Nature-Paper-Skills --skill stats-reporting-audit

Repository

88

PASS

https://github.com/Boom5426/Nature-Paper-Skills/tree/main/skills/core/stats-reporting-audit

License

86

PASS

Apache-2.0

Maintenance

100

PASS

25d since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

86

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

  • 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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