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 tuning, and examples.
pinned to #9826febupdated 2 weeks ago
Ask your AI client: “install skills/qwen-edit”.
Requires the metahub MCP server installed in your client. Set up MCP.
mh install skills/qwen-editmetahub onboarded this repo on the author's behalf.
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- #ai-video-generator
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- #programmatic-video
- #qwen-tts
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- #text-to-speech
- #video-editing
- #video-production
About this skill
Pulled from SKILL.md at publish time.
AI-powered image editing using Qwen-Image-Edit-2511 via RunPod serverless.
Evaluation report
WarningsAutomated checks the publisher passed at publish time — structure, docs, safety, and whether the artifact behaves as claimed.9826feb· 2 weeks ago
Kind-specific
31Skill: SKILL.md present
found at .claude/skills/qwen-edit/SKILL.md · frontmatter source: SKILL.md
Skill: body content present
327 words · 2,504 chars · 7 sections · 1 code block
Skill: triggers declaredwarn
No `trigger` phrases in SKILL.md frontmatter
Add `trigger:` lines so Claude knows when to activate this skill — e.g. `when building MCP servers` or `for diagram creation`.
Skill: allowed-tools scope
no allowed-tools restriction (Claude may use anything)
Release history
1- releasecurrent9826febwarn2 weeks ago
Contents
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
Key Files
prompting.md- Prompt patterns and structureexamples.md- Good/bad examples from experimentsparameters.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
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mh install skills/qwen-edit