每日备份 2026-03-27

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+---
+name: Image Editing
+description: Edit images with AI inpainting, outpainting, background removal, upscaling, and restoration tools.
+metadata: {"clawdbot":{"emoji":"✂️","os":["linux","darwin","win32"]}}
+---
+
+# AI Image Editing
+
+Help users edit and enhance images with AI tools.
+
+**Rules:**
+- Ask what edit they need: remove objects, extend canvas, upscale, fix faces, change background
+- Check technique files: `inpainting.md`, `outpainting.md`, `background-removal.md`, `upscaling.md`, `restoration.md`, `style-transfer.md`
+- Check `tools.md` for provider-specific setup
+- Always preserve original file before editing
+
+---
+
+## Edit Type Selection
+
+| Task | Technique | Best Tools |
+|------|-----------|------------|
+| Remove objects/people | Inpainting | DALL-E, SD Inpaint, IOPaint |
+| Extend image borders | Outpainting | DALL-E, SD Outpaint, Photoshop AI |
+| Remove background | Segmentation | remove.bg, ClipDrop, Photoroom |
+| Increase resolution | Upscaling | Real-ESRGAN, Topaz, Magnific |
+| Fix blurry faces | Restoration | GFPGAN, CodeFormer |
+| Change style | Style Transfer | SD img2img, ControlNet |
+| Relight scene | Relighting | ClipDrop, IC-Light |
+
+---
+
+## Workflow Principles
+
+- **Non-destructive editing** — keep originals, save edits as new files
+- **Work in layers** — combine multiple edits sequentially
+- **Match resolution** — edit at original resolution, upscale last
+- **Mask precision matters** — better masks = better results
+- **Iterate on masks** — refine edges for seamless blends
+
+---
+
+## Masking Basics
+
+Masks define edit regions:
+- **White** = edit this area
+- **Black** = preserve this area
+- **Gray** = partial blend (feathering)
+
+**Mask creation methods:**
+- Manual brush in editor
+- SAM (Segment Anything) for auto-selection
+- Color/luminance keying
+- Edge detection
+
+---
+
+## Common Workflows
+
+### Object Removal
+1. Create mask over unwanted object
+2. Run inpainting with context prompt (optional)
+3. Blend edges if needed
+4. Touch up artifacts
+
+### Background Replacement
+1. Remove background (get transparent PNG)
+2. Place on new background
+3. Match lighting/color
+4. Add shadows for realism
+
+### Enhancement Pipeline
+1. Restore faces (if present)
+2. Remove artifacts/noise
+3. Color correct
+4. Upscale to final resolution
+
+---
+
+## Quality Tips
+
+- **Feather masks** — hard edges look artificial
+- **Context prompts help** — describe what should fill the area
+- **Multiple passes** — large edits may need iterative refinement
+- **Check edges** — zoom in to verify blend quality
+- **Match grain/noise** — add film grain to match original
+
+---
+
+### Current Setup
+<!-- Tool: status -->
+
+### Projects
+<!-- What they're editing -->
+
+### Preferences
+<!-- Preferred tools, quality settings -->
+
+---
+*Check technique files for detailed workflows.*