xuzhougeng/wisp-science · skills/figure-composer/SKILL.md

figure-composer skillA

figure-composer is agent-read markdown (skill) from xuzhougeng/wisp-science: Compose or improve a publication-grade multi-panel scientific figure from a claim, concrete data paths, or an existing image. Use for figure outlining, parallel panel rendering, exact-grid composition, visual inspection, and adversarial figure review. Use figure-style for one standalone plot and paper-narrative for whole-paper figure ordering..

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-composer@git:20260721.77e7d29
Exact content
mdr add xuzhougeng/wisp-science/figure-composer@sha256:b48131f15091ca55

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_ev7owb7slqkgdhq2.svg)](https://markdownregistry.com/a/art_ev7owb7slqkgdhq2)

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Versions

versioncommittedcommitsizeaudit
git:20260721.77e7d29 latest2026-07-21 77e7d29 3,610 BA view · diff
git:20260701.17c53692026-07-01 17c5369 6,779 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 (3610 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_ev7owb7slqkgdhq2
GET https://markdownregistry.com/api/v1/resolve?ref=xuzhougeng/wisp-science/figure-composer
GET https://markdownregistry.com/api/v1/blob/b48131f15091ca554ae7557590abad6c88229c68d015324cf47f45ecee0fd87a

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