Skill audit report
nature-statistics 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.
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
PASS100
39K GitHub stars
Stars/forks activity
PASS97
39K stars, 2.1K forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
Apache-2.0
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add Yuan1z0825/nature-skills --skill nature-statistics
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS86
filesystem or document access
Repository evidence
PASS86
https://github.com/Yuan1z0825/nature-skills/tree/main/skills/nature-statistics
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add Yuan1z0825/nature-skills --skill nature-statistics
Repository
88
https://github.com/Yuan1z0825/nature-skills/tree/main/skills/nature-statistics
License
86
Apache-2.0
Maintenance
88
2mo since push
AI review
55
The SKILL.md excerpt is truncated in the provided documentation, but the visible content is coherent and complete enough for review.
README/SKILL.md completeness
86
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
97
39K stars, 2.1K forks; issue activity unavailable in current metadata
Adoption
88
39K GitHub stars
Warnings
- The SKILL.md excerpt is truncated in the provided documentation, but the visible content is coherent and complete enough for review.
- The output format template contains an incomplete sentence ('Reviewer-risk note - What a statistical reviewer may stil') which could confuse users.
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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