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Art Director

Community
vibeeval
art-director

AI art direction system. Claude directs image generation models (Gemini, DALL-E, Flux) via structured prompts. Generate banners, diagrams, logos, screenshots, and social media visuals without leaving the terminal.

Overview

Publishervibeeval
Repositoryvibecosystem
Skill nameart-director
Stars
533
Forks
44
Bundled files
Instructions only
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.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

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

Installation

Install the 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/vibeeval/vibecosystem/tree/main/skills/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/vibeeval/vibecosystem.git /tmp/vibecosystem
mkdir -p .claude/skills
cp -r /tmp/vibecosystem/skills/art-director .claude/skills/art-director
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable 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 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 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.

Art Director

Claude can't generate images directly, but it can direct image generation models with expert-level prompts. This skill turns Claude into a creative director.

Supported Backends

BackendViaBest For
Gemini 3.1 Flash ImageAI GatewayGeneral purpose, fast, cheap
DALL-E 3OpenAI APIPhotorealistic, detailed
Flux 2Replicate/fal.aiArtistic, stylized
Stable DiffusionLocal/APIFull control, custom models

The 5-Component Prompt Formula

Every image prompt follows this structure:

[SUBJECT] + [STYLE] + [COMPOSITION] + [LIGHTING] + [TECHNICAL]

1. Subject (What)

"A minimalist developer dashboard showing code metrics"
"An isometric illustration of microservices architecture"
"A cyberpunk cityscape representing a deployment pipeline"

2. Style (How it looks)

Styles: flat design, isometric, pixel art, watercolor,
        technical diagram, infographic, comic book,
        photorealistic, low-poly 3D, line art, blueprint

3. Composition (Layout)

"centered hero composition with negative space"
"rule of thirds with focal point bottom-left"
"symmetric grid layout with 4 quadrants"
"panoramic wide-angle view"

4. Lighting (Mood)

"soft diffused lighting, professional studio"
"dramatic rim lighting, dark background"
"warm golden hour, natural outdoor"
"neon glow, cyberpunk atmosphere"
"flat even lighting, clean minimal"

5. Technical (Specs)

"16:9 aspect ratio, 1920x1080, PNG"
"1:1 square, 1024x1024, social media optimized"
"4:3 presentation slide format"
"banner format 1200x630 for Open Graph"

Use Cases

1. GitHub Repository Banners

Subject: "vibecosystem logo - interconnected nodes forming a brain,
          each node is a different color representing an agent type"
Style: "flat design, minimal, dark background (#0d1117)"
Composition: "centered, wide banner format"
Lighting: "subtle gradient glow on nodes"
Technical: "1280x640 PNG, GitHub social preview"

2. Architecture Diagrams

Subject: "microservices architecture with 5 services connected by message queue"
Style: "clean technical diagram, rounded rectangles, thin connecting lines"
Composition: "left-to-right flow, clear hierarchy"
Lighting: "flat, no shadows, white background"
Technical: "SVG-compatible, high contrast"

3. Social Media Posts

Subject: "before/after comparison of code quality metrics"
Style: "modern infographic, data visualization"
Composition: "split screen, left=before (red), right=after (green)"
Lighting: "clean, professional"
Technical: "1080x1080 Instagram square"

4. Presentation Slides

Subject: "key takeaway slide showing 3 pillars of the system"
Style: "corporate minimal, sans-serif typography"
Composition: "three equal columns with icons"
Lighting: "flat, light background"
Technical: "16:9, 1920x1080"

5. Error/Status Illustrations

Subject: "friendly 404 illustration - a confused robot looking at a map"
Style: "line art with single accent color (#3b82f6)"
Composition: "centered character with text space below"
Lighting: "flat"
Technical: "800x600 SVG"

Prompt Database (Templates)

Developer Themes

  • dev-dark: Dark mode, neon accents, terminal aesthetic
  • dev-clean: Light, minimal, Apple-inspired
  • dev-retro: Pixel art, 8-bit, nostalgic
  • dev-cyber: Cyberpunk, holographic, futuristic
  • dev-nature: Organic, earthy, calm

Color Palettes

  • github: #0d1117, #238636, #f78166, #3fb950
  • vercel: #000000, #ffffff, #666666
  • claude: #d4a574, #1a1a2e, #f5f5dc
  • vibecosystem: #6366f1, #0f172a, #22d3ee, #f43f5e

Workflow

  1. User describes what they need ("I need a banner for the repo")
  2. Claude constructs a 5-component prompt
  3. Prompt is sent to the chosen backend via MCP or API
  4. Image is saved to project assets/
  5. Path is returned for immediate use

Integration

  • designer agent: Uses art-director skill for visual decisions
  • frontend-dev: Generates placeholder images during prototyping
  • copywriter: Creates social media visuals with copy
  • doc-updater: Generates diagrams for documentation
  • harvest: Creates competitive analysis visuals

Tips

  • Always specify aspect ratio and dimensions
  • Include "no text" if you don't want the model to attempt typography
  • Use negative prompts: "no watermark, no stock photo look"
  • For diagrams, prefer SVG-compatible styles over photorealistic
  • Test with cheapest model first, upgrade only if quality insufficient

Frequently asked questions

What does the Art Director AI skill do?

AI art direction system. Claude directs image generation models (Gemini, DALL-E, Flux) via structured prompts. Generate banners, diagrams, logos, screenshots, and social media visuals without leaving the terminal.

Why use Art Director on TypingMind?

Because you install it once and use it with any model. 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 Art Director in TypingMind?

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

Which AI models can use 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 Art Director?

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

Is the Art Director AI skill free?

Yes. It is published on GitHub by vibeeval 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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