Qwen Edit

by digitalsamba2c99460a5d0cNo license2.1K starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated 3 days ago

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.

Instructions onlyDesign & Creative

AI-generated overview

Prompt patterns and parameter guidance for editing images with Qwen-Image-Edit, including identity-preserving edits and style transfers.

What it does: This skill supplies prompting patterns, parameter tuning advice, and worked examples for AI image editing with Qwen-Image-Edit-2511 through a RunPod serverless endpoint. It covers identity-preserving photo edits, reframing cropped images, clothing and accessory changes, pose changes, style transfers, lighting and color grading, object addition or removal, and character transformations. It also lists cases to avoid or treat cautiously, such as single-image background replacement, face swapping, outpainting, and multi-image compositing.
When to use it: Use it when a user wants to edit or transform photos while keeping the subject's identity, fix cropped framing, change clothing or accessories, adjust poses, apply style transfers, or perform character transformations. It also helps when tuning steps, guidance, and negative prompts for such edits.
Requirements: Requires access to a RunPod serverless endpoint running Qwen-Image-Edit-2511, plus the referenced CLI wrapper and supporting documents. The skill itself is instructions only and ships no scripts.

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

bash

# Basic edituv run tools/image_edit.py --input photo.jpg --prompt "Add sunglasses"
# With negative prompt (recommended)uv run tools/image_edit.py --input photo.jpg \  --prompt "Reframe as portrait with full head visible" \  --negative "blur, distortion, artifacts"
# Style transferuv run tools/image_edit.py --input photo.jpg --style cyberpunk
# Background (use cautiously - often fails)uv run tools/image_edit.py --input photo.jpg --background office
# Higher qualityuv run tools/image_edit.py --input photo.jpg --prompt "..." --steps 16 --guidance 3.0
# Multi-image composite (identity-preserving)uv run 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

# Basic edituv run tools/image_edit.py --input photo.jpg --prompt "Add sunglasses"
# With negative prompt (recommended)uv run tools/image_edit.py --input photo.jpg \  --prompt "Reframe as portrait with full head visible" \  --negative "blur, distortion, artifacts"
# Style transferuv run tools/image_edit.py --input photo.jpg --style cyberpunk
# Background (use cautiously - often fails)uv run tools/image_edit.py --input photo.jpg --background office
# Higher qualityuv run tools/image_edit.py --input photo.jpg --prompt "..." --steps 16 --guidance 3.0
# Multi-image composite (identity-preserving)uv run 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

Key Files

prompting.md - Prompt patterns and structure
examples.md - Good/bad examples from experiments
parameters.md - Tuning steps, guidance, negative prompts

Tool Location

tools/image_edit.py - CLI wrapper for RunPod endpoint

Related Docs

docs/qwen-edit-patterns.md - Character transformation patterns
.ai_dev/qwen-edit-research.md - Research notes

Source and attribution

Source:digitalsamba/claude-code-video-toolkitin.claude/skills/qwen-editat commit2c99460

License: No license

Content belongs to its original authors. SourceWeft indexes it from a public repository.

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Qwen Edit

Qwen-Image-Edit Skill

When to Use This Skill

When NOT to Use

Use With Care

Quick Reference

Key Files

Tool Location

Related Docs

Source and attribution

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