🖼️
QualityPython

Paper Signal Audit

by jiahuiqu17

Paper Signal Audit is a Quality skill for Claude Code, published by jiahuiqu17 in paper-signal.

10 stars0 forkson jiahuiqu17/paper-signalAdded 2026/08/12Repository updated 2026/08/12
agent-skillsai-designcodex-skillseditorial-designimage-generationminimal-zinevisual-artxiaohongshu
Install in seconds
Install Paper Signal Audit
Copy Paper Signal Audit into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/jiahuiqu17/paper-signal/tree/main/skills/paper-signal-audit ~/.claude/skills/paper-signal-audit

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/jiahuiqu17/paper-signal.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/paper-signal-audit/SKILL.md in jiahuiqu17/paper-signal
Installs to
~/.claude/skills/paper-signal-audit
Collection
One of 4 skills cataloged from this repository
Category
Quality1354 skills

What Paper Signal Audit does

Paper Signal Audit inspects images for subject preservation, text integrity, composition, paper realism, and AI artifacts. Use it to judge whether an editorial image, poster, or social card matches the expected visual standard or needs targeted fixes.

Paper Signal Audit is cataloged under Quality on DirSkills. Paper Signal Audit comes from a repository tagged agent-skills, ai-design, codex-skills, editorial-design and image-generation.

Documentation

README

Paper Signal Audit

Judge the image that exists, not the prompt that intended it.

Load the audit basis

Read from ../paper-signal/:

  1. references/subject-routing.md
  2. references/visual-language.md
  3. references/quality-contract.md
  4. references/restyle-contract.md for edits

Read the project prompt, manifest, preservation record, outline, and evidence ledger when available.

Audit workflow

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Paper Signal Audit

  • What else does jiahuiqu17 publish alongside Paper Signal Audit?

    Paper Signal Audit is one of 4 skills that DirSkills catalogs from jiahuiqu17/paper-signal, the repository it ships in. Its siblings there include Paper Signal, Paper Signal Art Director and Paper Signal Series. Each one is a separate skill with its own page in this directory, installs the same way Paper Signal Audit does, and is maintained by jiahuiqu17 in that same repository. The rest of the collection is listed on the jiahuiqu17/paper-signal page.

  • How does Paper Signal Audit compare to other Quality skills?

    Paper Signal Audit ranks #1354 by stars among the 1354 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Paper Signal Audit against them. Open each page to compare what they document and how they install.