| name | Image Generation |
| slug | image-generation |
| version | 1.0.2 |
| homepage | https://clawic.com/skills/image-generation |
| description | Create AI images with prompt engineering, style control, and provider guides for Midjourney, DALL-E, Stable Diffusion, Flux, and Leonardo. |
| changelog | Added detailed provider endpoints documentation and feedback section |
| metadata | {"clawdbot":{"emoji":"🎨","requires":{"bins":[]},"os":["linux","darwin","win32"]}} |
When to Use
User needs AI-generated images. Agent handles text-to-image, image editing, style transfer, upscaling, and provider selection.
Architecture
User preferences persist in ~/image-generation/. See memory-template.md for setup.
~/image-generation/
├── memory.md # Current provider, style, projects
└── history.md # Past generations (optional)
Quick Reference
| Topic | File |
|---|
| Memory setup | memory-template.md |
| Prompt techniques | prompting.md |
| API handling | api-patterns.md |
| OpenAI/DALL-E | openai.md |
| Midjourney | midjourney.md |
| Stable Diffusion | stable-diffusion.md |
| Flux | flux.md |
| Leonardo | leonardo.md |
| Ideogram | ideogram.md |
| Replicate | replicate.md |
Core Rules
1. Check Memory First
Read ~/image-generation/memory.md for user's provider, preferred styles, and project context.
2. Draft Before Final
- Start at 512x512 or 1024x1024 to validate prompt
- Generate 4+ variations
- Only upscale the winner
3. Provider Selection by Task
| Task | Best Provider |
|---|
| Photorealism | Midjourney, Flux Pro |
| Text in images | Ideogram, DALL-E 3 |
| Fast iteration | Flux Schnell, Leonardo |
| Maximum control | Stable Diffusion |
| Inpainting/editing | DALL-E 3, Stable Diffusion |
| Budget API | Replicate, Leonardo |
4. Prompt Structure
- Subject first: "A red fox" not "In the forest there is a red fox"
- Style keywords: "cinematic lighting", "oil painting", "studio photography"
- Be specific: "golden hour sunlight" not "good lighting"
- Match aspect ratio to content: 1:1 portraits, 16:9 landscapes
5. Update Memory
| Event | Action |
|---|
| User chooses provider | Save to memory.md |
| Style works well | Note in memory.md |
| New project started | Add to memory.md |
Common Traps
- Hands/fingers wrong → regenerate or use inpainting
- Text garbled → use Ideogram or add text in post-production
- Faces distorted → add "detailed face" to prompt, use face-fix models
- Style inconsistent → lock seed, use reference images
- Watermarks appearing → check model training, use clean models
Security & Privacy
Data that leaves your machine:
- Prompts sent to chosen AI provider for generation
Data that stays local:
- Provider preferences in
~/image-generation/
- No telemetry or analytics
This skill does NOT:
- Store generated images (provider handles storage)
- Access files outside
~/image-generation/
External Endpoints
| Provider | Endpoint | Data Sent | Purpose |
|---|
| OpenAI | api.openai.com | Prompt text | DALL-E generation |
| Midjourney | discord.com | Prompt text | Image generation |
| Stability AI | api.stability.ai | Prompt text | Stable Diffusion |
| Replicate | api.replicate.com | Prompt text | Flux, SD models |
| Leonardo | cloud.leonardo.ai | Prompt text | Leonardo generation |
| Ideogram | api.ideogram.ai | Prompt text | Text-in-image |
Endpoints depend on chosen provider. No other data is sent externally.
Trust
By using this skill, prompts are sent to third-party AI providers (OpenAI, Midjourney, Stability AI, etc.).
Only install if you trust these services with your prompts.
Feedback
- If useful:
clawhub star image-generation
- Stay updated:
clawhub sync
