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scientific-skills/generate-image/SKILL.md

@@ -1,11 +1,29 @@
 ---
 name: generate-image
-description: Generate or edit images using AI models (FLUX, Gemini). Use for scientific illustrations, diagrams, schematics, infographics, concept visualizations, and artistic images. Supports image editing to modify existing images (change colors, add/remove elements, style transfer). Useful for figures, posters, and visual explanations.
+description: Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that isn't a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scientific-schematics skill instead.
 ---
 
 # Generate Image
 
-Generate and edit high-quality images using OpenRouter's image generation models including FLUX.2 Pro and Nano Banana Pro (Gemini 3 Pro).
+Generate and edit high-quality images using OpenRouter's image generation models including FLUX.2 Pro and Gemini 3 Pro.
+
+## When to Use This Skill
+
+**Use generate-image for:**
+- Photos and photorealistic images
+- Artistic illustrations and artwork
+- Concept art and visual concepts
+- Visual assets for presentations or documents
+- Image editing and modifications
+- Any general-purpose image generation needs
+
+**Use scientific-schematics instead for:**
+- Flowcharts and process diagrams
+- Circuit diagrams and electrical schematics
+- Biological pathways and signaling cascades
+- System architecture diagrams
+- CONSORT diagrams and methodology flowcharts
+- Any technical/schematic diagrams
 
 ## Quick Start
 
@@ -46,8 +64,8 @@ The script will automatically detect the `.env` file and provide clear error mes
 - `black-forest-labs/flux.2-flex` - Fast and cheap, but not as high quality as pro
 
 Select based on:
-- **Quality**: Use gemini-3-pro or flux.2-flex
-- **Editing**: Use gemini-3-pro or flux.2-flex (both support image editing)
+- **Quality**: Use gemini-3-pro or flux.2-pro
+- **Editing**: Use gemini-3-pro or flux.2-pro (both support image editing)
 - **Cost**: Use flux.2-flex for generation only
 
 ## Common Usage Patterns
@@ -97,6 +115,35 @@ python scripts/generate_image.py "Image 2 description" --output image2.png
 - `--output` or `-o`: Output file path (default: generated_image.png)
 - `--api-key`: OpenRouter API key (overrides .env file)
 
+## Example Use Cases
+
+### For Scientific Documents
+```bash
+# Generate a conceptual illustration for a paper
+python scripts/generate_image.py "Microscopic view of cancer cells being attacked by immunotherapy agents, scientific illustration style" --output figures/immunotherapy_concept.png
+
+# Create a visual for a presentation
+python scripts/generate_image.py "DNA double helix structure with highlighted mutation site, modern scientific visualization" --output slides/dna_mutation.png
+```
+
+### For Presentations and Posters
+```bash
+# Title slide background
+python scripts/generate_image.py "Abstract blue and white background with subtle molecular patterns, professional presentation style" --output slides/background.png
+
+# Poster hero image
+python scripts/generate_image.py "Laboratory setting with modern equipment, photorealistic, well-lit" --output poster/hero.png
+```
+
+### For General Visual Content
+```bash
+# Website or documentation images
+python scripts/generate_image.py "Professional team collaboration around a digital whiteboard, modern office" --output docs/team_collaboration.png
+
+# Marketing materials
+python scripts/generate_image.py "Futuristic AI brain concept with glowing neural networks" --output marketing/ai_concept.png
+```
+
 ## Error Handling
 
 The script provides clear error messages for:
@@ -122,3 +169,10 @@ If the script fails, read the error message and address the issue before retryin
 - Reference specific elements in the image when possible
 - For best results, use clear and detailed editing instructions
 - Both Gemini 3 Pro and FLUX.2 Pro support image editing through OpenRouter
+
+## Integration with Other Skills
+
+- **scientific-schematics**: Use for technical diagrams, flowcharts, circuits, pathways
+- **generate-image**: Use for photos, illustrations, artwork, visual concepts
+- **scientific-slides**: Combine with generate-image for visually rich presentations
+- **latex-posters**: Use generate-image for poster visuals and hero images