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
skills/polish-sci-figures/SKILL.md
Versions recorded
16
Latest version
git:20261103.3b04300, committed Nov 3, 2026
First version recorded
Oct 12, 2026
Size
40,604 bytes
Repository stars
81
License
MIT

Scientific figure polishing, multipanel assembly and Figure Studio visual editing for existing figures, editable SVGs, manuscripts, slides and posters. Use for SCI figures, 论文配图, 组图, 图片查重, duplicate-image screening, editable templates, direct object/text editing, final-size typography, collision checks, publication export and source portability. Keep the AI-only workflow available; route raw-data analysis to make-sci-data-figures and calibrated image preparation to standardize-sci-images.

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 Scientific Figures

Deliver the near-final figure in one internal pass: establish the claim and final placement, trace the authoritative data, compare the existing and proposed forms, draw, export, inspect at real size, correct, and package. Do not make the user rediscover alignment, canvas, font, overlap, scientific-label, or editability defects.

Accept everyday requests such as “帮我把这张表画成适合论文的图”. Inspect the input first, present a few suitable candidates with plain-language explanations, and ask only for consequential facts the data cannot establish. Let users make routine appearance changes directly in Studio without another model call; do not require specialist vocabulary or a structured prompt.

## Verify the agent's Python runtime first
…

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@sha256:7ec54d9727d4138e

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_dolh3r4wd7a7che4.svg)](https://markdownregistry.com/a/art_dolh3r4wd7a7che4)

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

Versions

The registry has recorded 16 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 40,604 BA view · diff
git:20261028.b2623342026-10-28 b262334 38,935 BA view · diff
git:20261028.538ab302026-10-28 538ab30 38,269 BA view · diff
git:20261027.9eca8ba2026-10-27 9eca8ba 38,051 BA view · diff
git:20261027.e04ec7d2026-10-27 e04ec7d 37,605 BA view · diff
git:20261017.5b7fe762026-10-17 5b7fe76 37,085 BA view · diff
git:20261017.2c6d11a2026-10-17 2c6d11a 36,512 BA view · diff
git:20261015.322c4462026-10-15 322c446 35,282 BA view · diff
git:20261014.5f432c22026-10-14 5f432c2 34,586 BA view · diff
git:20261014.77865eb2026-10-14 77865eb 34,584 BA view · diff
git:20261014.1a933de2026-10-14 1a933de 34,584 BA view · diff
git:20261014.e55957e2026-10-14 e55957e 34,584 BA view · diff
git:20261013.23d35162026-10-13 23d3516 34,584 BA view · diff
git:20261013.55dcfb52026-10-13 55dcfb5 34,584 BA view · diff
git:20261012.564edc82026-10-12 564edc8 32,887 BA view · diff
git:20261012.8099af92026-10-12 8099af9 32,887 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 (40604 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_dolh3r4wd7a7che4
GET https://markdownregistry.com/api/v1/resolve?ref=zhoy0409-debug/polish-sci-figures/polish-sci-figures
GET https://markdownregistry.com/api/v1/blob/7ec54d9727d4138e8100267596399794a7eb7a51e3609f84f5916ac098fb66a1

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 · adapters/portable-skill/SKILL.md · Create, refine and assemble scientific figures from data, images or editable artwork; check image reuse, deliver…
git:20261103.3b04300 · audit A · 81 stars

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