paper-framework-figure-studio-pro SKILL.md skillA
paper-framework-figure-studio-pro from sidiangongyuan/codex-skills-library is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sidiangongyuan/codex-skills-library/paper-framework-figure-studio-pro@git:20260712.ef71354Pins git:20260712.ef71354 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sidiangongyuan/codex-skills-library
- Path
skills/paper-framework-figure-studio-pro/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260712.ef71354, committed Jul 12, 2026
- Size
- 5,090 bytes
- Repository stars
- 24
- License
- MIT
Use when planning a source-grounded method overview, architecture, pipeline, system/data-flow, mechanism, or agent-workflow figure for a CS or deep-learning paper. Produces an editable figure brief before image generation or manual redrawing; not for plots, tables, or general prose.
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
# Paper Framework Figure Studio Pro This is a lightweight local adapter inspired by `c-narcissus/paper-framework-figure-studio-pro`. It keeps the useful paper-grounded S0-S5 co-design flow while avoiding the upstream package's heavy asset vendoring, mandatory checkpoint zip behavior, and fixed personal response rules. ## Default Boundaries - Work in conversation by default. Do not create project files, reports, checkpoints, generated images, or restore bundles unless the user explicitly asks for them. - Treat image generation as opt-in. S2 and S5 are planning handoff stages unless the user explicitly asks to generate images. - Keep the workflow human-in-the-loop. Execute at most one public stage per response unless the user explicitly requests a compact text-only bundle such as "do S0/S1 together." - Stop after S5. The human chooses the final candidate, performs manual redrawing/editing, and decides final caption and paper placement. - Route final plot/table polish, Matplotlib/LaTeX edits, captions, and rendered validation to `$paper-visual-craft`. ## Input Discipline Before designing the figure, identify the available evidence: …
Read the whole file at its exact version.
How to install
mdr add sidiangongyuan/codex-skills-library/paper-framework-figure-studio-pro@sha256:df7a8cb05a919511The line at the top of this page pins the label git:20260712.ef71354, 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_etjw5iu7xfnwufk5)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 12, 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 (5090 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
sidiangongyuan/codex-skills-library · 24 stars · license MIT · pushed 2026-09-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_etjw5iu7xfnwufk5 GET https://markdownregistry.com/api/v1/resolve?ref=sidiangongyuan/codex-skills-library/paper-framework-figure-studio-pro GET https://markdownregistry.com/api/v1/blob/df7a8cb05a919511a4778af1e41961d172a1634e3d03df4d1625a46641f48298
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.