Paper Signal Art Director logo

Paper Signal Art Director

Community
jiahuiqu17
paper-signal-art-director

Art-direct and generate one high-craft minimal-zine bitmap from a landscape, portrait, person, object, product, food, plant, building, interior, photograph, mood, sentence, or article concept. Use when the user wants a standalone poetic poster, editorial cover, visual concept, aesthetic photo upgrade, photo-to-zine restyle, or a subject-aware minimal-zine image without the overhead of a social carousel. Chooses adaptive composition and a physically coherent print process, preserves subject identity, saves the final prompt, invokes the runtime-native image generator, and audits the raster result.

Overview

Publisherjiahuiqu17
Repositorypaper-signal
Skill namepaper-signal-art-director
Stars
108
Forks
1
Bundled files
1
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by jiahuiqu17 on GitHub. Read the source before you install it.

Installation

Install the Paper Signal Art Director AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/jiahuiqu17/paper-signal/tree/main/skills/paper-signal-art-director
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/jiahuiqu17/paper-signal.git /tmp/paper-signal
mkdir -p .claude/skills
cp -r /tmp/paper-signal/skills/paper-signal-art-director .claude/skills/paper-signal-art-director
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Paper Signal Art Director in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Paper Signal Art Director on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Paper Signal Art Director is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Paper Signal Art Director

Create one authored image. Make the subject, not the style label, drive the composition.

Load the shared kernel

This skill ships inside the Paper Signal plugin. Resolve shared files relative to this folder and read:

  1. ../paper-signal/references/subject-routing.md
  2. ../paper-signal/references/visual-language.md
  3. ../paper-signal/references/presets.md
  4. ../paper-signal/references/prompt-compiler.md
  5. ../paper-signal/references/quality-contract.md

For an existing-image edit, also read ../paper-signal/references/restyle-contract.md.

Workflow

  1. Resolve the asset. Identify intended use, subject, mood, aspect ratio, exact visible text, references, edit target, protected details, and destination.
  2. Inspect images. Label each input as edit-target, style-reference, content-reference, or series-anchor. Use view_image for every local edit target and for any style reference that needs visual interpretation.
  3. Route the subject. Choose landscape, portrait, object, architecture, concept, or evidence.
  4. Choose composition. Select airy-fragment, photo-window, panorama-strip, dual-frame, specimen-plate, portrait-archive, or type-object. Prefer the mode that keeps the subject rewarding at phone size.
  5. Choose material. Select one preset, one lead reproduction process, one type pairing, and one meaningful saturated hue. Do not automatically choose cobalt when the subject suggests another ink.
  6. Write the visual thesis. Reduce the brief to subject / action or state / emotional tension.
  7. Save the prompt. Write the exact four-paragraph raster prompt to prompts/01-{role}-{slug}.md before rendering. Use no visible text when words do not improve the image.
  8. Confirm once. Show subject route, composition, preset, process, hue, text, protected details, and output path unless the user explicitly asked to generate directly.
  9. Render. Use the runtime-native bitmap generator. In Codex, use the built-in imagegen skill/tool. Never substitute SVG, HTML, canvas, or programmatic poster rendering.
  10. Inspect and correct. Judge subject integrity, material causality, authored composition, exact text, chromatic signal, and phone-size readability. Retry once with one targeted change.
  11. Deliver. Copy the selected image into the project or requested destination, show it inline, and return its absolute path and saved prompt.

Existing-photo rule

Use the least invasive transformation that meets the brief:

  1. reframe
  2. print-transfer
  3. editorial-composite
  4. scene-transform only when explicitly requested

Preserve identity, crop logic, horizon or pose, scene geometry, object features, approved text, and aspect ratio. Do not beautify faces, redesign products, replace architecture, or invent atmosphere-specific metadata.

Taste decisions

  • Let a landscape occupy a real panorama or photo window; do not reduce it to an atmospheric icon.
  • Keep a portrait large enough for the expression to survive. Keep type away from the eyes and mouth.
  • Show an object's material and silhouette. Avoid glossy product-ad staging.
  • Preserve architectural proportions and light logic.
  • Give a concept one metaphor and one tension, not a collage of every sentence.
  • Prefer meaningful silence to pseudo-text, fake dates, faux Asian characters, decorative archive codes, or generic birds/moons/stairs.

Regeneration triggers

Regenerate when the result:

  • loses identity, horizon, geometry, silhouette, or defining details
  • looks like a clean beige template with grain
  • uses arbitrary zine symbols unrelated to the brief
  • contains meaningless or incorrect text
  • combines several incompatible print defects
  • makes the image too small to reward looking
  • becomes glossy, cinematic, commercial, scrapbook-like, or UI-like

Never paint over generated text or alter the main composition with code.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Paper Signal Art Director AI skill do?

Art-direct and generate one high-craft minimal-zine bitmap from a landscape, portrait, person, object, product, food, plant, building, interior, photograph, mood, sentence, or article concept. Use when the user wants a standalone poetic poster, editorial cover, visual concept, aesthetic photo upgrade, photo-to-zine restyle, or a subject-aware minimal-zine image without the overhead of a social carousel. Chooses adaptive composition and a physically coherent print process, preserves subject identity, saves the final prompt, invokes the runtime-native image generator, and audits the raster re...

Why use Paper Signal Art Director on TypingMind?

Because you install it once and use it with any model. Paper Signal Art Director is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Paper Signal Art Director in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/jiahuiqu17/paper-signal/tree/main/skills/paper-signal-art-director. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Paper Signal Art Director?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Paper Signal Art Director?

As many as you like. As long as a model supports skills, you can use Paper Signal Art Director with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Paper Signal Art Director AI skill free?

Yes. It is published on GitHub by jiahuiqu17 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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