figure-composer SKILL.md skillA
figure-composer from xuzhougeng/wisp-science is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add xuzhougeng/wisp-science/figure-composer@git:20260920.11f0e27Pins git:20260920.11f0e27 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- xuzhougeng/wisp-science
- Path
skills/figure-composer/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260920.11f0e27, committed Sep 20, 2026
- First version recorded
- Jul 1, 2026
- Size
- 3,864 bytes
- Repository stars
- 1,068
- License
- AGPL-3.0
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.
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
# Figure composer Load `figure-style` with this skill. The sidecar provides pure geometry, composition, task-building, and review-schema helpers. It does not call models, delegate Agents, resolve artifacts, or inspect images from Python. ## Inputs Require a one-sentence claim, target width in millimetres, and concrete project-relative or absolute data paths. Never use artifact ids as paths. For an existing figure, inspect the real image with `view_image` and write the outline yourself; pixels cannot reveal the source data path. ## Workflow 1. Build an outline matching `figure_outline_schema()`. Put real paths in `data_path`; use `null` for schematics. 2. Make panel `a` the conceptual hook and panel `b` the primary evidence. Use a 12-column grid and one row per sub-claim. 3. Build one instruction per panel with `panel_task(...)`. 4. If `delegate_tasks` is advertised, submit the independent panel tasks as one batch. Grant each task the minimum advertised capabilities needed, normally `visualization` plus `project_read`. Require a concrete PNG filename in each output schema. If delegation is unavailable, render the panels sequentially with `python`. …
Read the whole file at its exact version.
How to install
mdr add xuzhougeng/wisp-science/figure-composer@sha256:40c07d84ee995a00The line at the top of this page pins the label git:20260920.11f0e27, 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.
[](https://markdownregistry.com/a/art_ev7owb7slqkgdhq2)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 1, 2026 and Sep 20, 2026, about one every 40 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260920.11f0e27 latest | 2026-09-20 | 11f0e27 | 3,864 B | A | view · diff |
| git:20260721.77e7d29 | 2026-07-21 | 77e7d29 | 3,610 B | A | view · diff |
| git:20260701.17c5369 | 2026-07-01 | 17c5369 | 6,779 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3864 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
xuzhougeng/wisp-science · 1,068 stars · license AGPL-3.0 · pushed 2026-11-09 · 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/40c07d84ee995a000a93ee41efea1115a64e32d32e89567270a5cd083e8f7807
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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