/qwen-edit

AI image editing prompting patterns for Qwen-Image-Edit. Use when editing photos while preserving identity, reframing cropped images, changing clothing or accessories, adjusting poses, applying style transfers, or character transformations. Provides prompt patterns, parameter

digitalsamba@digitalsamba

GitHub

From plugin

claude-code-video-toolkit

1.9k13 skills13 commands

Install

$ npx -y skills add digitalsamba/claude-code-video-toolkit --skill qwen-edit --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
You can call itInvoke it directly when you want it.
Slash command/qwen-edit

Context preview

The summary Claude sees to decide when to auto-load this skill.

AI image editing prompting patterns for Qwen-Image-Edit. Use when editing photos while preserving identity, reframing cropped images, changing clothing or accessories, adjusting poses, applying style transfers, or character transformations. Provides prompt patterns, parameter

SKILL.md

qwen-edit.SKILL.md

name: qwen-edit
description: AI image editing prompting patterns for Qwen-Image-Edit. Use when editing photos while preserving identity, reframing cropped images, changing clothing or accessories, adjusting poses, applying style transfers, or character transformations. Provides prompt patterns, parameter tuning, and examples.

Qwen-Image-Edit Skill

AI-powered image editing using Qwen-Image-Edit-2511 via RunPod serverless.

**Status:** Evolving - learnings being captured as we experiment

When to Use This Skill

Use when the user wants to:

Edit/transform photos while preserving identity
Reframe cropped images (fix cut-off heads, etc.)
Change clothing, add accessories
Change pose (arm positions, hand placement)
Apply style transfers (cyberpunk, anime, oil painting)
Adjust lighting/color grading
Add/remove objects
Character transformations (Bond, Neo, etc.)

When NOT to Use

**Background replacement (single image)** - creates cut-out artifacts, halos
**Face swapping** - cannot preserve identity from reference
**Outpainting** - can't extend canvas reliably

Use With Care

**Multi-image compositing** - CAN work with explicit identity anchors (see examples.md for prompt patterns). Requires describing distinctive features (hair texture/color, ethnicity, outfit) and using guidance ~2.0
**Camera angle changes** - Inconsistent results. Vertical angles (low/high) work better than rotational (three-quarter view)

Quick Reference

# Basic edit
python tools/image_edit.py --input photo.jpg --prompt "Add sunglasses"

# With negative prompt (recommended)
python tools/image_edit.py --input photo.jpg \
  --prompt "Reframe as portrait with full head visible" \
  --negative "blur, distortion, artifacts"

# Style transfer
python tools/image_edit.py --input photo.jpg --style cyberpunk

# Background (use cautiously - often fails)
python tools/image_edit.py --input photo.jpg --background office

# Higher quality
python tools/image_edit.py --input photo.jpg --prompt "..." --steps 16 --guidance 3.0

# Multi-image composite (identity-preserving)
python tools/image_edit.py --input person.jpg background.jpg \
  --prompt "The [ethnicity] [gender] with [hair description] from first image is now in [scene] from second image. Same [features], [outfit]." \
  --negative "different ethnicity, different hair color, different face shape, generic stock photo" \
  --steps 16 --guidance 2.0