polish-sci-figures SKILL.md skillA

polish-sci-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/polish-sci-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
adapters/portable-skill/SKILL.md
Versions recorded
4
Latest version
git:20261103.3b04300, committed Nov 3, 2026
First version recorded
Oct 12, 2026
Size
7,299 bytes
Repository stars
81
License
MIT

Create, refine and assemble scientific figures from data, images or editable artwork; check image reuse, deliver publication-ready outputs and an optional Figure Studio editing page.

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

# polish-sci-figures

Use the bundled suite for scientific data charts, calibrated images, figure refinement and multi-panel composition. It needs host file access and Python execution, without a Codex account or a particular computer.

## Start from the user's data

Accept ordinary requests such as “把这个表画成合适的图” or “Make a suitable figure from this table.” Inspect/profile the table once, then produce 2–3 suitable candidates with previews rendered from the actual data when the data support them. Explain briefly what each reveals and identify the recommended starting point. Do not require the user to supply commands, template IDs or statistical terminology.

When scientific design is genuinely missing, ask only 1–2 concrete questions, such as whether rows are different experimental objects or repeated observations of the same object. Do not invent experimental-unit IDs, units of measurement, pairing or results. Preserve valid existing analyses. Batch local rendering where practical; use the editor for ordinary font, colour and position changes instead of repeatedly recomputing analyses or calling an AI model.

## Check the runtime
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add zhoy0409-debug/polish-sci-figures/polish-sci-figures@sha256:7d115081ea0d0ce6

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_qd3zxgjyyf47xmam.svg)](https://markdownregistry.com/a/art_qd3zxgjyyf47xmam)

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

Versions

The registry has recorded 4 versions of this file, between Oct 12, 2026 and Nov 3, 2026, about one every 8 days.

versioncommittedcommitsizeaudit
git:20261103.3b04300 latest2026-11-03 3b04300 7,299 BA view · diff
git:20261013.55dcfb52026-10-13 55dcfb5 7,270 BA view · diff
git:20261012.8099af92026-10-12 8099af9 6,072 BA view · diff
git:20261012.e08daf92026-10-12 e08daf9 4,719 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 (7299 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_qd3zxgjyyf47xmam
GET https://markdownregistry.com/api/v1/resolve?ref=zhoy0409-debug/polish-sci-figures/polish-sci-figures
GET https://markdownregistry.com/api/v1/blob/7d115081ea0d0ce629ad322d07f2ca6839a4200c8686639d97f1566f6517db33

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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Every file in zhoy0409-debug/polish-sci-figures

Other files named polish-sci-figures

polish-sci-figures SKILL.md skill
zhoy0409-debug/polish-sci-figures · skills/polish-sci-figures/SKILL.md · Scientific figure polishing, multipanel assembly and Figure Studio visual editing for existing figures, editable SVGs…
git:20261103.3b04300 · audit A · 81 stars

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