figure-composer SKILL.md skillA
figure-composer from pengqianhan/ai-human-research-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pengqianhan/ai-human-research-os/figure-composer@git:20260715.38d79bePins git:20260715.38d79be in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pengqianhan/ai-human-research-os
- Path
research-skills-hub/claude-science-skills/skills/figure-composer/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260715.38d79be, committed Jul 15, 2026
- Size
- 6,779 bytes
- Repository stars
- 3
- License
- MIT
Compose one publication-grade multi-panel figure. Entry from a one-line claim + data refs, OR from an existing figure via `derive_outline(png)`. Runs a per-figure loop: outline (12-col grid, per-panel ask + label_budget) → fan-out one sub-agent per panel (each loads `figure-style`) → tile + stamp letters → adversarial composite review with two-tier feedback (Tier-1 outline_revisions / Tier-2 per-panel violations) → regen affected panels, ≤3 rounds. Loads panel_task / compose_figure /…
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 — narrative → panels → compose → adversarial loop **Step 0.** Load `figure-style` alongside this skill — that is the design rules (and `apply_figure_style()` + helpers). Panel sub-agents will load it independently; you need it in context to write the outline and review the composite. Sub-agents run as the default profile and acquire the rules by loading the skill. ## Inputs - **claim** — one sentence the figure makes true to a reader who reads nothing else. - **data** — CSV/parquet artifact version_ids that ground every panel. - **width_mm** — target venue's column width (common: 85–89mm single, 174–183mm double; check the venue guide). ## 0. Where this sits `figure-composer` is the **outer tier**: make ONE multi-panel figure good. The **inner tier** is `figure-style` (loaded by every panel sub-agent — and load it yourself if you draw anything locally). The **outermost tier** is `paper-narrative` — if this figure is part of a paper, run that FIRST: it decides *which* figure to make and hands you the claim. For a standalone figure, start at step 1. ## Entry points (pick one) - **From a claim:** you have a one-sentence claim and data refs → write the …
Read the whole file at its exact version.
How to install
mdr add pengqianhan/ai-human-research-os/figure-composer@sha256:c287e9e03c38aaf4The line at the top of this page pins the label git:20260715.38d79be, 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_vjcl4nfsiwss62al)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 15, 2026.
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 (6779 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
pengqianhan/ai-human-research-os · 3 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vjcl4nfsiwss62al GET https://markdownregistry.com/api/v1/resolve?ref=pengqianhan/ai-human-research-os/figure-composer GET https://markdownregistry.com/api/v1/blob/c287e9e03c38aaf4f791443d497a42a14b54695f607b6bbf4c718436e32c5b42
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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