Home / sidiangongyuan / codex-skills-library · skills/paper-framework-figure-studio-pro/SKILL.md · GitHub

paper-framework-figure-studio-pro skillA

paper-framework-figure-studio-pro is agent-read markdown (skill) from sidiangongyuan/codex-skills-library: 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..

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.

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

Latest version
mdr add sidiangongyuan/codex-skills-library/paper-framework-figure-studio-pro@git:20260712.ef71354
Exact content
mdr add sidiangongyuan/codex-skills-library/paper-framework-figure-studio-pro@sha256:df7a8cb05a919511

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

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Versions

versioncommittedcommitsizeaudit
git:20260712.ef71354 latest2026-07-12 ef71354 5,090 BA 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 (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

GitHub

sidiangongyuan/codex-skills-library · 9 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 agent 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.

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