AgentSkillsCN

qwen-edit

Qwen-Image-Edit 提供的 AI 图像编辑提示模板。在保留人物身份、重新构图裁剪图像、更换服饰或配饰、调整姿态、应用风格迁移，或进行角色变形等场景中大显身手。提供多样化的提示模板、参数调优方案及丰富示例，助您轻松驾驭图像编辑。

SKILL.md
--- frontmatter
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

bash
# 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 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