qwen-image-edit

qwen-image-edit is a skill for Claude Code from artokun/comfyui-mcp. It costs 28 tokens per session (5,288 once invoked), scanned A, original, MIT.

Instructions for building Qwen Image Edit workflows in ComfyUI. Image editing means changing an existing image from written instructions while using the original as input.

In plain words
What is it for?
Use them to load the edit model, apply text-guided changes, test model variants with XY plots, or create reusable editing workflows.
Why use it?
They explain the required models, conditioning steps, LoRAs, and prompt patterns instead of leaving the workflow configuration unclear.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the comfy plugin — 42 skills, 11 commands, 4 agents, 2 hooks shipped together

Good fit Use them to load the edit model, apply text-guided changes, test model variants with XY plots, or create reusable editing workflows.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/artokun/comfyui-mcp/qwen-image-edit
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add artokun/comfyui-mcp --skill qwen-image-edit
Clone the repo
git clone --depth 1 https://github.com/artokun/comfyui-mcp

Made for: Claude Code.

Or install comfy, the plugin that ships this one along with the rest of its 42 skills, 11 commands, 4 agents, 2 hooks.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for qwen-image-edit

README.md
[![agentmods](https://agentmods.dev/badge/skills/artokun/comfyui-mcp/qwen-image-edit/github.svg)](https://agentmods.dev/skills/artokun/comfyui-mcp/qwen-image-edit)
Your own site
<a href="https://agentmods.dev/skills/artokun/comfyui-mcp/qwen-image-edit"><img src="https://agentmods.dev/badge/skills/artokun/comfyui-mcp/qwen-image-edit/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for qwen-image-edit

Your own site · 80×15
<a href="https://agentmods.dev/skills/artokun/comfyui-mcp/qwen-image-edit"><img src="https://agentmods.dev/badge/skills/artokun/comfyui-mcp/qwen-image-edit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 28 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,288 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00028 $0.05288
Opus 5.5 $0.00011 $0.02115
Sonnet 5.5 $0.00006 $0.01058
Haiku 4.5 $0.00003 $0.00529

Measured 2mo ago against content hash a2b947b6997b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

qwen-image-edit scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

plugin/skills/qwen-image-edit/SKILL.md · 376 lines

How it starts

The opening of the file, as written. The whole thing — 376 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Qwen Image Edit Workflows

Overview

Qwen Image Edit uses a vision-language model (Qwen2.5-VL) to edit images based on natural language instructions. The model "sees" the source image through CLIP conditioning and generates an edited version.

Models

Required Components

Component Node Model Name Notes
UNET UNETLoader qwen_image_edit_2511_bf16.safetensors Official 2511 edit model (bf16)
CLIP CLIPLoader (type=qwen_image) qwen_2.5_vl_7b_fp8_scaled.safetensors Shared across all Qwen models
VAE VAELoader qwen_image_vae.safetensors Qwen-specific VAE

Alternative UNET Models

Model Path Focus
qwenImageEditRemix_v10 qwenImageEditRemix_v10.safetensors Community remix, general editing
qwenUltimateRealism_v11 Qwen/imageized/qwenUltimateRealism_v11.safetensors Product photography, hyper-realistic
copaxTimeless Qwen/realistic/copaxTimeless_qwenUltraRealistic.safetensors Ultra-realistic portraits
qwnImageEdit_v16Bf16 Qwen/abliterated/qwnImageEdit_v16Bf16.safetensors Abliterated (uncensored)

Conditioning Nodes

TextEncodeQwenImageEditPlusAdvance_lrzjason (Recommended)

From the qweneditutils custom node pack. The Advanced variant is preferred because it:

  • Outputs a LATENT directly (no need for separate EmptyLatentImage)
  • Has separate VL-resize and non-resize image slots for fine control
  • Supports target_size control for output resolution
  • Includes a pad/center/disabled crop method with pad_info output
Required Inputs:
  - clip: CLIP
  - prompt: STRING — natural language edit instruction

Optional Inputs:
  - vae: VAE — needed for image encoding and latent output
  - vl_resize_image1-3: IMAGE — images that get VL-resized (downscaled for vision encoder)
  - not_resize_image1-3: IMAGE — images kept at full resolution
  - target_size: [1024, 1344, 1536, 2048, 768, 512] (default 1024)
  - target_vl_size: [392, 384] (default 384)
  - upscale_method: [lanczos, bicubic, area]
  - crop_method: [pad, center, disabled]
  - instruction: STRING — system instruction template (has sensible default)

Outputs (10):
  [0] conditioning_with_full_ref: CONDITIONING — use as positive conditioning
  [1] latent: LATENT — auto-scaled latent, feed directly to KSampler
  [2] target_image1: IMAGE — processed target-size image
  [3] target_image2: IMAGE
  [4] target_image3: IMAGE
  [5] vl_resized_image1: IMAGE — VL-resized version
  [6] vl_resized_image2: IMAGE
  [7] vl_resized_image3: IMAGE
  [8] conditioning_with_first_ref: CONDITIONING — conditioning with only first ref
  [9] pad_info: ANY — padding info for later unpadding

Read the full file on GitHub · 376 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago Changed · +88 lines a2b947b6997b
  2. 2mo ago First seen · 288 lines · 28 tokens per session scan A f7a0fdc4902c

Subscribe to this mod's changes

qwen-image-edit is a skill published in the GitHub repository artokun/comfyui-mcp (897 stars, last pushed 3d ago), licensed MIT. It adds 28 tokens to every session and 5,288 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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