xuzhougeng/wisp-science · skills/figure-duplicate-audit/SKILL.md

figure-duplicate-audit skillA

figure-duplicate-audit is agent-read markdown (skill) from xuzhougeng/wisp-science: Audit scientific figures for duplicated, reused, transformed, or uninformative image panels. Use for \u56fe\u7247\u67e5\u91cd, \u8bba\u6587\u56fe\u50cf\u91cd\u590d, PDF figure \u5ba1\u6838, when the user attaches a PDF, asks to review selected PDF pages, or tags a directory containing manuscript input images. For PDFs, extract large embedded figure images before splitting them into panels; for directories, preserve originals and split every composite image directly. Produces a reviewed panel man.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add xuzhougeng/wisp-science/figure-duplicate-audit@git:20260809.87549b9
Exact content
mdr add xuzhougeng/wisp-science/figure-duplicate-audit@sha256:2453c292cea5ccf2

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_nqttm263cv7nbiat.svg)](https://markdownregistry.com/a/art_nqttm263cv7nbiat)

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Versions

versioncommittedcommitsizeaudit
git:20260809.87549b9 latest2026-08-09 87549b9 6,877 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (6877 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

xuzhougeng/wisp-science · 1,147 stars · license AGPL-3.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nqttm263cv7nbiat
GET https://markdownregistry.com/api/v1/resolve?ref=xuzhougeng/wisp-science/figure-duplicate-audit
GET https://markdownregistry.com/api/v1/blob/2453c292cea5ccf254d1c5366a7eaa84a324b696f7435b2c1a72eab69a335b57

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.