What problem does it solve?
This Skill enables AI-powered image editing that preserves the subject's identity while making targeted changes such as reframing crops, clothing or accessory changes, pose adjustments, or style transfers. It provides structured prompt patterns and parameter guidance to improve consistency across edits.
Core Features & Use Cases
- Identity-preserving edits: reframing, clothing adjustments, pose changes, and accessory edits while keeping recognizable features.
- Style transfer and creative transformations: apply cyberpunk, oil painting, anime, or other aesthetics.
- Multi-image composites: integrate edits from multiple images using explicit identity anchors and controlled prompts.
- Prompt templates and parameter tuning: structured prompts, negative prompts, and steps/guidance controls for predictable results.
Quick Start
Run a basic edit example:
- python tools/image_edit.py --input photo.jpg --prompt "Reframe this photo as a portrait with the full head visible" --steps 16 --guidance 2.0
If artifacts appear, add a negative prompt:
- python tools/image_edit.py --input photo.jpg --prompt "Reframe this photo as a portrait with the full head visible" --negative "blur, blurry, ghostly, distortion, abstract, haze, fog, out of focus" --steps 16 --guidance 2.0