figure-style SKILL.md skillA

figure-style from pengqianhan/ai-human-research-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add pengqianhan/ai-human-research-os/figure-style@git:20260715.38d79be

Pins 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-style/SKILL.md
Versions recorded
1
Latest version
git:20260715.38d79be, committed Jul 15, 2026
Size
16,586 bytes
Repository stars
3
License
MIT

Publication-grade figure correctness and legibility rules. Load before drawing any plot and call `apply_figure_style()` — sets a role-mapped font-size ladder, outward ticks, frameless legends, and 300-dpi output. The skill is a checklist, not a house look: data fidelity (claim-titles tested against every row, excluded data never enters summaries), label economy (floor and ceiling), colour threading, chart-choice-by-data-shape, layout, and a render-then-verify QA loop…

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

# Publication-Grade Figure Rules

*A checklist for correct, legible, internally-consistent scientific figures. This
skill does not impose a visual house style — frame, font, and palette are
parameters. Load it and call `apply_figure_style()` before any plot.*

## §0 Scope

§1–§3, §8, and §9 are **correctness** — they apply to every plot, in every
context, and have no aesthetic content. §4–§7 are **guidance** — defaults that
produce a clean result but that a deliberate alternative can override
(individual rules inside §4–§7 that state a factual/perceptual invariant — e.g.
§4.4 semantic-zero centring, §4.5 CVD, §6.9 leader anchoring — still bind). On
its own, this skill is the inner tier (make one plot good); `figure-composer`
and `paper-narrative` supply multi-panel and whole-paper context.

---

## §1 Data fidelity & self-consistency

**1.1 Excluded rows.** A row marked excluded or flagged in the source data is
either omitted entirely or drawn with a visually distinct open/hatched marker
and named in the key. It **never** enters a summary statistic plotted alongside
the included rows.

**1.2 Comparable conditions only.** Arms measured under non-comparable
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add pengqianhan/ai-human-research-os/figure-style@sha256:c9b5de0d55723558

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_z7minr2gnykl3vql.svg)](https://markdownregistry.com/a/art_z7minr2gnykl3vql)

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.

versioncommittedcommitsizeaudit
git:20260715.38d79be latest2026-07-15 38d79be 16,586 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (16586 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

pengqianhan/ai-human-research-os · 3 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_z7minr2gnykl3vql
GET https://markdownregistry.com/api/v1/resolve?ref=pengqianhan/ai-human-research-os/figure-style
GET https://markdownregistry.com/api/v1/blob/c9b5de0d557235585410b1ed82939ce2f3b8d0f993ecf13059490a795f604a42

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.

More from pengqianhan/ai-human-research-os

AGENTS.md AGENTS.md file
pengqianhan/ai-human-research-os · AGENTS.md
git:20260930.4bad615 · audit A · 3 stars
DESIGN.md@os-ui DESIGN.md file
pengqianhan/ai-human-research-os · os-ui/DESIGN.md
git:20261010.e6ff292 · audit A · 3 stars
DESIGN.md@os-ui/client DESIGN.md file
pengqianhan/ai-human-research-os · os-ui/client/DESIGN.md
git:20261010.365f7eb · audit B · 3 stars
AGENTS.md@projects-folder/nanochat_cpu AGENTS.md file
pengqianhan/ai-human-research-os · projects-folder/nanochat_cpu/AGENTS.md
git:20260928.63ead0b · audit A · 3 stars
AGENTS.md@projects-folder/templates/ai_research_template AGENTS.md file
pengqianhan/ai-human-research-os · projects-folder/templates/ai_research_template/AGENTS.md
git:20260928.c3acde4 · audit A · 3 stars
algorithmic-art SKILL.md skill
pengqianhan/ai-human-research-os · research-skills-hub/claude-science-skills/skills/algorithmic-art/SKILL.md · Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users…
git:20260715.38d79be · audit B · 3 stars
alphafold2 SKILL.md skill
pengqianhan/ai-human-research-os · research-skills-hub/claude-science-skills/skills/alphafold2/SKILL.md · Predict protein structure for monomers and multimers with AlphaFold2 via the ColabFold runner (Mirdita et al. 2022…
git:20260715.38d79be · audit A · 3 stars
boltz SKILL.md skill
pengqianhan/ai-human-research-os · research-skills-hub/claude-science-skills/skills/boltz/SKILL.md · Structure prediction for protein, nucleic-acid, and small-molecule complexes with Boltz-2 (Passaro & Wohlwend et al…
git:20260715.38d79be · audit A · 3 stars
borzoi SKILL.md skill
pengqianhan/ai-human-research-os · research-skills-hub/claude-science-skills/skills/borzoi/SKILL.md · Predict genome-wide functional tracks (RNA-seq, CAGE, DNase, ChIP) from DNA sequence with Borzoi. Use this skill when…
git:20260715.38d79be · audit A · 3 stars
chai1 SKILL.md skill
pengqianhan/ai-human-research-os · research-skills-hub/claude-science-skills/skills/chai1/SKILL.md · Structure prediction for protein, nucleic-acid, and small-molecule complexes with the Chai-1 foundation model (Chai…
git:20260715.38d79be · audit A · 3 stars
compute-env-setup SKILL.md skill
pengqianhan/ai-human-research-os · research-skills-hub/claude-science-skills/skills/compute-env-setup/SKILL.md · Set up a compute environment on a remote provider so Claude Science jobs can run there. Covers direct SSH/conda hosts…
git:20260715.38d79be · audit A · 3 stars
customize SKILL.md skill
pengqianhan/ai-human-research-os · research-skills-hub/claude-science-skills/skills/customize/SKILL.md · Create, configure, and maintain custom agent profiles and author new skills via the `repl` tool. Use when the user…
git:20260715.38d79be · audit B · 3 stars

Every file in pengqianhan/ai-human-research-os

Other files named figure-style

figure-style SKILL.md skill
aipoch/open-science · resources/skills/figure-style/SKILL.md · Publication-grade correctness and legibility rules for final-deliverable scientific figures, not exploratory plots. Use…
git:20260923.f505fa5 · audit A · 5,279 stars
figure-style SKILL.md skill
xuzhougeng/wisp-science · skills/figure-style/SKILL.md · Correctness and legibility checklist for publication figures, plus a matplotlib sidecar. Load before plotting anything…
git:20260920.11f0e27 · audit A · 1,049 stars
figure-style SKILL.md skill
yichen-zju/claude-for-research · claude/skills/figure-style/SKILL.md · Apply scientific plotting and figure-quality rules to a single plot or panel. Use when drawing, cleaning, labeling, or…
git:20261014.9f2a5e0 · audit A · 10 stars
figure-style SKILL.md skill
yichen-zju/claude-for-research · skills/figure-style/SKILL.md · Apply scientific plotting and figure-quality rules to a single plot or panel. Use when drawing, cleaning, labeling, or…
git:20260930.9b33ccf · audit A · 10 stars
figure-style SKILL.md skill
emaballarin/ccplugins · plugins/ccscience/skills/figure-style/SKILL.md · Publication-grade figure correctness and legibility rules for final-deliverable figures — not every plot. Quick look or…
git:20261003.faedaf3 · audit A · 4 stars

Browse by kind, by grade A, or by owner.