make-sci-data-figures SKILL.md skillA

make-sci-data-figures from zhoy0409-debug/polish-sci-figures is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add zhoy0409-debug/polish-sci-figures/make-sci-data-figures@git:20261103.3b04300

Pins git:20261103.3b04300 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
zhoy0409-debug/polish-sci-figures
Path
skills/make-sci-data-figures/SKILL.md
Versions recorded
11
Latest version
git:20261103.3b04300, committed Nov 3, 2026
First version recorded
Oct 12, 2026
Size
20,583 bytes
Repository stars
81
License
MIT

Raw-data scientific figure workbench and editable template engine for CSV/TSV/XLSX tables. Use for 原始数据, Excel/CSV, design checks, group comparisons, relationships, time-course, compositions, matrices, survival, dose-response, ROC/PR and supplied specialist results. Generate data-backed candidates and Figure Studio bundles and statistical reports with explicit analysis provenance. Route microscopy standardization and final-only SVG polishing to the companion skills.

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 SCI Data Figures

Start from the biological question and experimental unit, not from a preferred chart type. Produce several honest candidates from the same data, keep their canvas and typography identical, and explain why each candidate is or is not appropriate.

An ordinary request such as “帮我把这张表画成适合论文的图” is enough to begin. Read the table before asking questions; when design is unresolved, ask concretely whether records describe the same objects before/after or different objects. Offer a small useful shortlist and explain what each reveals instead of requiring statistical jargon or an elaborate prompt.

## Plan linked results and export analyses

For multiple endpoints or evidence types, read [evidence and reporting workflow](references/evidence_and_reporting.md). Profile the inputs before asking for missing design facts, then trace each panel to the experimental unit, endpoint and supported claim. Hand off reviewed panels and their source records to the polish workflow.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add zhoy0409-debug/polish-sci-figures/make-sci-data-figures@sha256:87e019a8270772cc

The line at the top of this page pins the label git:20261103.3b04300, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_c4cvclhu7cbj3ax6.svg)](https://markdownregistry.com/a/art_c4cvclhu7cbj3ax6)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 11 versions of this file, between Oct 12, 2026 and Nov 3, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20261103.3b04300 latest2026-11-03 3b04300 20,583 BA view · diff
git:20261027.e04ec7d2026-10-27 e04ec7d 19,701 BA view · diff
git:20261017.adea65a2026-10-17 adea65a 19,183 BA view · diff
git:20261014.5f432c22026-10-14 5f432c2 17,038 BA view · diff
git:20261014.77865eb2026-10-14 77865eb 17,036 BA view · diff
git:20261014.1a933de2026-10-14 1a933de 17,036 BA view · diff
git:20261014.e55957e2026-10-14 e55957e 17,036 BA view · diff
git:20261013.23d35162026-10-13 23d3516 17,036 BA view · diff
git:20261012.564edc82026-10-12 564edc8 17,036 BA view · diff
git:20261012.8099af92026-10-12 8099af9 17,036 BA view · diff
git:20261012.e08daf92026-10-12 e08daf9 15,519 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (20583 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

GitHub

zhoy0409-debug/polish-sci-figures · 81 stars · license MIT · pushed 2026-11-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_c4cvclhu7cbj3ax6
GET https://markdownregistry.com/api/v1/resolve?ref=zhoy0409-debug/polish-sci-figures/make-sci-data-figures
GET https://markdownregistry.com/api/v1/blob/87e019a8270772cc6c0ee5bedb339b3cd693a53d2ec499d7ecee6e24627c5cd8

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.

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