analyze-stats SKILL.md skillA
analyze-stats from aperivue/medsci-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aperivue/medsci-skills/analyze-stats@git:20261004.a78d7a4Pins git:20261004.a78d7a4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aperivue/medsci-skills
- Path
skills/analyze-stats/SKILL.md- Versions recorded
- 12
- Latest version
- git:20261004.a78d7a4, committed Oct 4, 2026
- First version recorded
- Jul 2, 2026
- Size
- 27,928 bytes
- Repository stars
- 346
- License
- MIT
Use when data needs statistical analysis. Runs reproducible Python/R code for Table 1, diagnostic accuracy, agreement, regression, survival, propensity score, survey-weighted and repeated-measures models, with publication tables. Sample size is /calc-sample-size; pooling studies is /meta-analysis.
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
# Statistical Analysis Skill
Generate reproducible code (Python preferred, R when necessary) for medical research analyses,
run it, and produce publication-ready tables and figures from its output.
## Data Privacy Check
Before reading any data file, check whether it might contain Protected Health Information (PHI):
1. If `*_deidentified.*` files exist in the working directory, use those.
2. If only raw CSV/Excel files exist, ask the user whether the data contain patient identifiers
(names, national ID / RRN, contact details); if so, have them de-identify it first with
`/deidentify`.
3. Proceed once the user confirms the data are de-identified or contain no PHI.
4. **NEVER** display raw PHI values (names, phone numbers, RRN) in your output, because console
output is copied into transcripts and drafts. If you encounter them, warn the user and suggest
`/deidentify`.
## Reference Files
- `${CLAUDE_SKILL_DIR}/references/templates/` — reusable analysis scripts; read the matching one
before generating code.
- `${CLAUDE_SKILL_DIR}/references/analysis_guides/` — methodology guides; the Phase 2 table says
which to read.
…Read the whole file at its exact version.
How to install
mdr add aperivue/medsci-skills/analyze-stats@sha256:ee32227f9665202cThe line at the top of this page pins the label git:20261004.a78d7a4, 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_x7julxtwtddxw3oy)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 12 versions of this file, between Jul 2, 2026 and Oct 4, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261004.a78d7a4 latest | 2026-10-04 | a78d7a4 | 27,928 B | A | view · diff |
| git:20261002.ef59894 | 2026-10-02 | ef59894 | 27,617 B | A | view · diff |
| git:20261001.f80c705 | 2026-10-01 | f80c705 | 27,386 B | A | view · diff |
| git:20260930.c8ed96c | 2026-09-30 | c8ed96c | 26,973 B | A | view · diff |
| git:20260930.28c6981 | 2026-09-30 | 28c6981 | 26,259 B | A | view · diff |
| git:20260929.fc87ff4 | 2026-09-29 | fc87ff4 | 60,966 B | A | view · diff |
| git:20260906.42b3101 | 2026-09-06 | 42b3101 | 60,456 B | A | view · diff |
| git:20260723.5761405 | 2026-07-23 | 5761405 | 59,999 B | A | view · diff |
| git:20260713.e66132a | 2026-07-13 | e66132a | 58,243 B | A | view · diff |
| git:20260702.f2b1db3 | 2026-07-02 | f2b1db3 | 56,948 B | A | view · diff |
| git:20260702.9798f45 | 2026-07-02 | 9798f45 | 56,422 B | A | view · diff |
| git:20260702.cea6b7a | 2026-07-02 | cea6b7a | 56,034 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 (27928 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
aperivue/medsci-skills · 346 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_x7julxtwtddxw3oy GET https://markdownregistry.com/api/v1/resolve?ref=aperivue/medsci-skills/analyze-stats GET https://markdownregistry.com/api/v1/blob/ee32227f9665202c8c90ef85dc8053ed02e1290ada00ab1efa6aca8657bea174
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.