make-figures SKILL.md skillA
make-figures 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/make-figures@git:20261004.5b44a65Pins git:20261004.5b44a65 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/make-figures/SKILL.md- Versions recorded
- 12
- Latest version
- git:20261004.5b44a65, committed Oct 4, 2026
- First version recorded
- Jul 14, 2026
- Size
- 33,584 bytes
- Repository stars
- 366
- License
- MIT
Use when a paper needs publication-ready figures or a visual abstract. Makes ROC, forest, calibration, Kaplan-Meier and Bland-Altman plots, CONSORT/STARD/PRISMA flow diagrams, confusion matrices, pipeline diagrams and journal visual abstracts, checking the journal's AI-image policy first.
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
# Make-Figures Skill
## 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 preferentially.
2. If only raw CSV/Excel files exist (no `*_deidentified.*` counterpart), ask the user, in their
language, whether the data contains patient identifiers (names, national ID / RRN, contact
details, etc.) and, if so, to de-identify it first with the `/deidentify` skill.
3. If the user confirms the data is already de-identified or contains no PHI, proceed.
## Reference Files
- **Figure specifications**: `${CLAUDE_SKILL_DIR}/references/figure_specs.md` — read it before
generating any figure (journal dimensions, DPI, file formats, palettes, font sizes, panel
layouts, caption format).
- **Figure style**: `${CLAUDE_SKILL_DIR}/../analyze-stats/references/style/figure_style.mplstyle`
---
## Journal AI-Image Policies (CRITICAL — check BEFORE generation)
| Journal family | Policy on AI-generated images | Disclosure required |
|---|---|---|
…Read the whole file at its exact version.
How to install
mdr add aperivue/medsci-skills/make-figures@sha256:38fc08aee5775b15The line at the top of this page pins the label git:20261004.5b44a65, 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_lw2ohvocfrf7dwpi)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 12 versions of this file, between Jul 14, 2026 and Oct 4, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261004.5b44a65 latest | 2026-10-04 | 5b44a65 | 33,584 B | A | view · diff |
| git:20261003.ef52827 | 2026-10-03 | ef52827 | 33,516 B | A | view · diff |
| git:20261002.9c2d376 | 2026-10-02 | 9c2d376 | 32,207 B | A | view · diff |
| git:20260930.c8ed96c | 2026-09-30 | c8ed96c | 30,886 B | A | view · diff |
| git:20260930.30387c2 | 2026-09-30 | 30387c2 | 30,901 B | A | view · diff |
| git:20260922.492dd73 | 2026-09-22 | 492dd73 | 48,325 B | A | view · diff |
| git:20260915.b09a383 | 2026-09-15 | b09a383 | 47,791 B | A | view · diff |
| git:20260728.214054b | 2026-07-28 | 214054b | 48,072 B | A | view · diff |
| git:20260725.cdbf0b4 | 2026-07-25 | cdbf0b4 | 47,581 B | A | view · diff |
| git:20260724.6add822 | 2026-07-24 | 6add822 | 47,509 B | A | view · diff |
| git:20260722.f5dd20f | 2026-07-22 | f5dd20f | 46,740 B | A | view · diff |
| git:20260714.90da841 | 2026-07-14 | 90da841 | 46,155 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 (33584 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 · 366 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lw2ohvocfrf7dwpi GET https://markdownregistry.com/api/v1/resolve?ref=aperivue/medsci-skills/make-figures GET https://markdownregistry.com/api/v1/blob/38fc08aee5775b157572b4c189444c403579b7cfe9035e154643b616628b8b0d
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.