nature-statistics SKILL.md skillA
nature-statistics from yuan1z0825/nature-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yuan1z0825/nature-skills/nature-statistics@git:20260914.35eb0bcPins git:20260914.35eb0bc in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yuan1z0825/nature-skills
- Path
skills/nature-statistics/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260914.35eb0bc, committed Sep 14, 2026
- First version recorded
- Jul 15, 2026
- Size
- 8,287 bytes
- Repository stars
- 52,651
- License
- Apache-2.0
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Nature Statistics Reporting Skill 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. ## Default stance - Prioritize design transparency over decorative statistical language. - Separate three questions: what was measured, what unit was analysed, and what inference was claimed. - Treat the independent experimental unit as the default `n`; do not silently treat cells, fields of view, repeated readings, spectra, model runs, or technical replicates as independent biological or experimental samples. - Prefer effect sizes, uncertainty intervals, sample sizes, and exact test definitions over significance-only phrasing. - State missing information as `AUTHOR_INPUT_NEEDED` instead of inventing sample sizes, tests, software, corrections, exclusion rules, randomization, or blinding. - If a journal-specific instruction, study-type guideline, or field standard conflicts with this skill, follow the more specific source and mark the source used. ## Accepted inputs …
Read the whole file at its exact version.
How to install
mdr add yuan1z0825/nature-skills/nature-statistics@sha256:89d2a101fc45d7adThe line at the top of this page pins the label git:20260914.35eb0bc, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_7ohqhmtg4ks6g45i)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 15, 2026 and Sep 14, 2026, about one every 15 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260914.35eb0bc latest | 2026-09-14 | 35eb0bc | 8,287 B | A | view · diff |
| git:20260812.fe7f972 | 2026-08-12 | fe7f972 | 8,728 B | A | view · diff |
| git:20260808.f6e5f4d | 2026-08-08 | f6e5f4d | 8,248 B | A | view · diff |
| git:20260802.1d2a230 | 2026-08-02 | 1d2a230 | 7,847 B | A | view · diff |
| git:20260715.62e1e26 | 2026-07-15 | 62e1e26 | 7,463 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8287 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
yuan1z0825/nature-skills · 52,651 stars · license Apache-2.0 · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7ohqhmtg4ks6g45i GET https://markdownregistry.com/api/v1/resolve?ref=yuan1z0825/nature-skills/nature-statistics GET https://markdownregistry.com/api/v1/blob/89d2a101fc45d7adf8ca327a6da4bda4a696d6364d7c36ead4f53413627a9b6f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.