# Nature Statistics (agent 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.

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.

## Key facts

| Fact | Value |
|---|---|
| Repository | https://github.com/Yuan1z0825/nature-skills |
| Skill path | skills/nature-statistics/SKILL.md |
| Skill name | nature-statistics |
| GitHub stars | 46,219 |
| Installs on skills.sh | not listed |
| License | Apache-2.0 |
| Skills in repo | 6 |
| Plugin marketplace | no |
| Official | no |
| Works with | Claude Code, Codex, OpenCode |
| Category | Data & analysis |
| Last commit | Oct 7, 2026 |

## 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.

## Add this skill

### Claude Code

```sh
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 skill folder and upload it under Customize > Skills > + > Upload a skill (code execution must be on).

### ChatGPT / Codex

```sh
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
```

### Cursor

```sh
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
```

Sources (checked 2026-10-07): https://code.claude.com/docs/en/skills, https://support.claude.com/en/articles/12512180-using-skills-in-claude, https://learn.chatgpt.com/docs/build-skills, https://cursor.com/docs/context/skills

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Canonical page: https://appsgit.com/skills/yuan1z0825-nature-statistics
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