aipoch/open-science · resources/skills/figure-composer/SKILL.md

figure-composer skillA

Name: figure-composer
Author: aipoch

figure-composer is agent-read markdown (skill) from aipoch/open-science: Compose one publication-grade multi-panel figure. Start from a one-line claim plus immutable data Artifact Version references, or inspect an existing figure and draft its outline directly. Plan a 12-column panel outline, delegate one worker per panel, compose and inspect the result, then run at most three adversarial review rounds while regenerating only affected panels. For a standalone plot use `figure-style`; for whole-paper figure ordering use `paper-narrative`..

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 aipoch/open-science/figure-composer@git:20260828.6d0d59c

Exact content

mdr add aipoch/open-science/figure-composer@sha256:b21232537807bb5d

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](https://markdownregistry.com/badge/art_f2yqmtdwx5pz7yxq.svg)](https://markdownregistry.com/a/art_f2yqmtdwx5pz7yxq)

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Versions

version	committed	commit	size	audit
git:20260828.6d0d59c latest	2026-08-28	6d0d59c	8,970 B	A	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 (8970 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

aipoch/open-science · 3,699 stars · license Apache-2.0 · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_f2yqmtdwx5pz7yxq
GET https://markdownregistry.com/api/v1/resolve?ref=aipoch/open-science/figure-composer
GET https://markdownregistry.com/api/v1/blob/b21232537807bb5d319ac37b49fa0f2f3970bda88d8ec195b06c18ce9e6e1679