icon-generation（图标生成）

Icon Generation Skill

Generate professional app icons with transparent backgrounds using AI (Google Gemini).

Output: Square PNG with transparent background - ready for app stores, favicons, or UI.

Quick Examples

Prerequisites

• GOOGLE_API_KEY - Required for Google Gemini image generation

- Get your key at: https://aistudio.google.com/apikey

Icon Styles

Workflow

Step 1: Gather Requirements (REQUIRED)

Use the AskUserQuestion tool for each question. Ask ONE question at a time.

Q1: Icon Concept

"What should this icon represent? Examples: settings gear, shopping cart, user profile, home, music note, camera"

*Wait for response.*

Q2: Style

"What style? - Flat (modern, solid colors) - 3D (depth, shadows) - Line (outline only) - Glyph (solid filled shape) - Gradient (color transitions) - Minimal (ultra-simple)"

*Wait for response.*

Q3: Size

"What size? (can generate multiple) - 1024px (App Store, high-res) - 512px (Android, web) - 256px (desktop apps) - 128px (favicons, small UI) - All common sizes"

*Wait for response.*

Q4: Reference Image (Optional but important for icon sets)

"Do you have a reference image to match the style? - Yes, I have an existing icon to match - No, generate fresh style"

*If yes, ask for the image path. Wait for response.*

Q5: Colors (Optional)

"Any color preferences? - Let AI choose based on concept - Specific colors (e.g., blue and white) - Monochrome (single color + transparency) - Match brand colors"

*Wait for response.*

Q6: Output Format

"What file format? - PNG (transparency, recommended) - JPEG (smaller file, no transparency) - WebP (modern format, good compression)"

*Wait for response.*

Q7: Background Removal Method (for PNG/WebP)

"How should we remove the background? - Built-in (fast, may have minor artifacts) - Rembg (AI-based, high quality, runs locally) - None (keep white background from generation)"

*Wait for response.*

Step 2: Craft the Prompt

Transform user request into an icon-specific prompt:

Template:

A [STYLE] style icon of [CONCEPT] on a transparent background.
Square format, centered, clean edges, suitable for app icon.
[COLOR PREFERENCES]. Simple, recognizable, professional.

Example transformations:

• User: "music app icon"
• Enhanced: "A flat style icon of a musical note on a transparent background. Square format, centered, clean edges, suitable for app icon. Vibrant purple and pink gradient. Simple, recognizable, professional design with modern aesthetic."
• User: "settings gear, minimal"
• Enhanced: "A minimal style icon of a settings gear on a transparent background. Square format, centered, clean edges. Monochrome gray. Ultra-simple design, essential shapes only, no extra details."

Step 3: Generate the Icon

Execute the script:

python3 ${CLAUDE_PLUGIN_ROOT}/skills/icon-generation/scripts/icon_generator.py \
  --prompt "your enhanced prompt" \
  --style "flat" \
  --size 1024 \
  --output "/path/to/icon.png"

With multiple sizes:

python3 ${CLAUDE_PLUGIN_ROOT}/skills/icon-generation/scripts/icon_generator.py \
  --prompt "your enhanced prompt" \
  --style "flat" \
  --size 1024 512 256 128 \
  --output "/path/to/icon"

This generates: icon_1024.png, icon_512.png, icon_256.png, icon_128.png

Batch generation (multiple icons):

python3 ${CLAUDE_PLUGIN_ROOT}/skills/icon-generation/scripts/icon_generator.py \
  --batch '["home", "search", "profile", "settings"]' \
  --style "flat" \
  --size 512 \
  --output "/path/to/icons"

This generates: home_512.png, search_512.png, profile_512.png, settings_512.png

Step 4: Deliver the Result

1. Show the generated icon(s) to the user
2. Provide the prompt used
3. Offer to:

- Generate different sizes - Try a different style - Create variations - Generate as ICO (favicon format)

Script Parameters

Background Removal Methods

This skill uses the background-remove skill for transparent background generation.

Requirements

See the background-remove skill for installation instructions.

# Install rembg for AI-based background removal
pip install rembg

# Or with GPU acceleration (requires CUDA)
pip install rembg[gpu]

Style Prompt Modifiers

The script automatically adds these style-specific prompt modifiers:

Common Icon Sizes

Error Handling

Missing API key:

Error: GOOGLE_API_KEY not set. Get your key at https://aistudio.google.com/apikey

Generation failed:

• Retry with simpler prompt
• Check if concept is clear and recognizable
• Ensure style is appropriate for the concept

Non-transparent output:

• The script explicitly requests transparent background
• If still not transparent, try adding "isolated on transparent" to prompt
• For complex concepts, results may vary

Reference Image Support

Use reference images to create consistent icon sets. When you provide a reference, the AI will match:

• Visual style and design language
• Line weight and stroke thickness
• Color palette and shading
• Level of detail and complexity
• Overall proportions and spacing

When to Use Reference Images

Reference Image Examples

Single icon matching existing style:

python3 ${CLAUDE_PLUGIN_ROOT}/skills/icon-generation/scripts/icon_generator.py \
  -p "settings gear" \
  -r /path/to/existing_icon.png \
  -z 512

Icon set with consistent style:

python3 ${CLAUDE_PLUGIN_ROOT}/skills/icon-generation/scripts/icon_generator.py \
  -b '["home", "search", "profile", "settings", "notifications"]' \
  -r /path/to/brand_icon.png \
  -z 512 \
  -o "app_icons"

Multiple reference images (up to 14):

python3 ${CLAUDE_PLUGIN_ROOT}/skills/icon-generation/scripts/icon_generator.py \
  -p "calendar" \
  -r /path/to/icon1.png \
  -r /path/to/icon2.png \
  -z 512

Tips for Best Results

1. Be specific about the concept: "shopping cart" is better than "e-commerce"
2. Match style to platform: Flat for iOS/Android, 3D for macOS
3. Keep it simple: Icons should be recognizable at small sizes
4. Test at small sizes: Generate 32px to ensure readability
5. Use consistent style: For icon sets, use same style for all icons
6. Use reference images: For icon sets, always use a reference to ensure consistency

Examples

App Icon

python3 ${CLAUDE_PLUGIN_ROOT}/skills/icon-generation/scripts/icon_generator.py \
  -p "camera with colorful lens" \
  -s gradient \
  -z 1024 512 256 \
  -o "camera_icon"

Favicon

python3 ${CLAUDE_PLUGIN_ROOT}/skills/icon-generation/scripts/icon_generator.py \
  -p "letter B for blog" \
  -s minimal \
  -z 128 32 16 \
  -o "favicon"

Icon Set

python3 ${CLAUDE_PLUGIN_ROOT}/skills/icon-generation/scripts/icon_generator.py \
  -b '["home", "search", "notifications", "profile", "settings"]' \
  -s flat \
  -z 512 \
  -o "app_icons"

High-Quality Background Removal (Rembg)

python3 ${CLAUDE_PLUGIN_ROOT}/skills/icon-generation/scripts/icon_generator.py \
  -p "detailed gear with shadows" \
  -s 3d \
  -z 512 \
  --bg rembg \
  -o "gear_icon"

WebP Format with Built-in Background Removal

python3 ${CLAUDE_PLUGIN_ROOT}/skills/icon-generation/scripts/icon_generator.py \
  -p "lightning bolt" \
  -s gradient \
  -z 512 \
  -f webp \
  -o "bolt_icon"