figure-review SKILL.md skillA
figure-review from skymanbp/sci-paper is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add skymanbp/sci-paper/figure-review@git:20260927.de925a9Pins git:20260927.de925a9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- skymanbp/sci-paper
- Path
skills/figure-review/SKILL.md- Versions recorded
- 6
- Latest version
- git:20260927.de925a9, committed Sep 27, 2026
- First version recorded
- Apr 28, 2026
- Size
- 10,623 bytes
- Repository stars
- 6
- License
- a license file GitHub does not identify
Review every paper figure from the compiled document at print-realistic 150 DPI. Verify figure/caption/data consistency, required labels, units, references, readability, accessibility, float placement, and cross-figure visual coherence. Report SCIPAPER_STANDARD typed findings: objective figure/build contradictions as integrity blockers and aesthetic or borderline readability concerns as advisories, never a universal PASS/WARN paper verdict. Use after figure changes or before submission.
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-review — compiled-page evidence and typed feedback
> **Normative authority:** `docs/SCIPAPER_STANDARD.md`.
> This skill reviews rendered evidence. Project palettes and journal conventions are
> contextual references, not independent blocker policy.
## 0. Core rules
1. **Review the compiled document, not only raw vectors.** Render every page containing a
figure at 150 DPI and inspect the rasterized page at normal size. Vector extraction may
assist diagnosis but cannot replace the human-scale view.
2. **Read every actual figure.** A caption alone cannot verify curves, points, error bars,
panels, labels or visual hierarchy.
3. **Trace scientific content.** Figure values, sample definitions, symbols and caption
claims must agree with the generating data/script and manuscript.
4. **Type consequences correctly.**
- missing/broken required figure, unreadable required scientific label, wrong unit,
caption/figure contradiction, data mismatch, missing panel, broken reference or failed
required build → `integrity_blocker`;
- borderline font size, whitespace, palette preference, visual balance or nonessential
polish → `advisory`;
…Read the whole file at its exact version.
How to install
mdr add skymanbp/sci-paper/figure-review@sha256:75ed4baa826c45fbThe line at the top of this page pins the label git:20260927.de925a9, 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_js2prsn5i4euzlbf)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Apr 28, 2026 and Sep 27, 2026, about one every 30 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260927.de925a9 latest | 2026-09-27 | de925a9 | 10,623 B | A | view · diff |
| git:20260806.4c4c0b5 | 2026-08-06 | 4c4c0b5 | 10,485 B | A | view · diff |
| git:20260719.7535f09 | 2026-07-19 | 7535f09 | 10,420 B | A | view · diff |
| git:20260712.f1a3b00 | 2026-07-12 | f1a3b00 | 9,318 B | A | view · diff |
| git:20260513.f6746b0 | 2026-05-13 | f6746b0 | 5,579 B | A | view · diff |
| git:20260428.417b449 | 2026-04-28 | 417b449 | 5,367 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 (10623 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
skymanbp/sci-paper · 6 stars · license a license file GitHub does not identify · pushed 2026-10-17 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_js2prsn5i4euzlbf GET https://markdownregistry.com/api/v1/resolve?ref=skymanbp/sci-paper/figure-review GET https://markdownregistry.com/api/v1/blob/75ed4baa826c45fbfbb8ee789dcc832ee35c4c2ace915c0848e363b153e4529f
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.