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Nature Statistics

Nature Statistics is an agent skill (a SKILL.md file) from Yuan1z0825/nature-skills. Audit or improve manuscript statistical reporting, including experimental units, replication, uncertainty, tests, and figure statistics. It works with Claude Code, Codex and OpenCode and has 46,219 GitHub stars across a repository of 6 listed skills.

github.com/Yuan1z0825/nature-skills/skills/nature-statistics (opens in a new tab)

View on GitHub (opens in a new tab)

Add this skill

Claude

Claude Code loads skills from ~/.claude/skills/ (all projects) or .claude/skills/ (one project):

git clone --depth 1 https://github.com/Yuan1z0825/nature-skills.git
cp -r nature-skills/skills/nature-statistics ~/.claude/skills/nature-statistics   # personal, or .claude/skills in a project

In the Claude apps, zip the nature-statistics folder and upload it under Customize > Skills > + > Upload a skill (code execution must be on).

ChatGPT / Codex

Codex reads skills from .agents/skills/ in a repo or ~/.agents/skills/ for every project:

git clone --depth 1 https://github.com/Yuan1z0825/nature-skills.git
cp -r nature-skills/skills/nature-statistics .agents/skills/nature-statistics   # repo; ~/.agents/skills for all projects

Standalone skills also load in the ChatGPT desktop app.

Cursor

Cursor loads skills from .cursor/skills/ (or ~/.cursor/skills/) and also reads .claude/skills/:

git clone --depth 1 https://github.com/Yuan1z0825/nature-skills.git
cp -r nature-skills/skills/nature-statistics .cursor/skills/nature-statistics   # project; ~/.cursor/skills for all projects

Source (checked Oct 7, 2026): code.claude.com/docs/en/skills (opens in a new tab), support.claude.com/en/articles/12512180-using-skills-in-claude (opens in a new tab), learn.chatgpt.com/docs/build-skills (opens in a new tab), cursor.com/docs/context/skills (opens in a new tab)

What this skill does

Audit or improve manuscript statistical reporting, including experimental units, replication, uncertainty, tests, and figure statistics. Use for 统计审查、统计方法小节、图注统计 and reviewer concerns; compute new analyses only when requested with data. Use this skill to make manuscript statistics transparent, reproducible, and appropriately bounded. It is a reporting and review skill, not a substitute for a statistician reanalysing raw data unless the user supplies the data and explicitly asks for computation.

When it triggers

  • Use for 统计审查、统计方法小节、图注统计 and reviewer concerns; compute new analyses only when requested with data.

More skills in Yuan1z0825/nature-skills

6 skills are listed from this repository.

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FAQ

Nature Statistics FAQ

Still curious? Email info@appsgit.com.

What is the Nature Statistics skill?

Nature Statistics is an agent skill (a SKILL.md file) from Yuan1z0825/nature-skills. Audit or improve manuscript statistical reporting, including experimental units, replication, uncertainty, tests, and figure statistics. It works with Claude Code, Codex and OpenCode and has 46,219 GitHub stars across a repository of 6 listed skills. Its SKILL.md lives at github.com/Yuan1z0825/nature-skills/skills/nature-statistics.

How do I install the Nature Statistics skill?

Copy the nature-statistics folder (the one containing SKILL.md) into ~/.claude/skills/ for Claude Code, .agents/skills/ for Codex or .cursor/skills/ for Cursor. The agent picks it up automatically when a task matches its description.

Is the Nature Statistics skill free?

Yes. The repository is open source under the Apache-2.0 license.

Is Nature Statistics maintained?

The repository's most recent commit was on Oct 7, 2026. appsgit only lists skills from repositories with a commit in the last six months.