llms-full.txt@docs git:20260308.8712aafB

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# ComfyUI Skills for OpenClaw (Extended LLM Context)

## Identity
- Repository: ComfyUI_Skills_OpenClaw
- Positioning: ComfyUI workflow execution skill for OpenClaw and compatible agents
- Core keywords: OpenClaw, ComfyUI, Skills, 小龙虾
- Related search terms: ComfyUI skill integration, ComfyUI workflow API format, OpenClaw image generation

## What this project does
This project converts agent/user natural language requests into structured parameters and executes ComfyUI workflows (API format). It supports workflow discovery, argument mapping, job submission, completion polling, and image download.

## Operational flow
1. Query enabled workflows from registry (`scripts/registry.py list --agent`).
2. Assemble user parameters into JSON args.
3. Execute workflow through client (`scripts/comfyui_client.py`).
4. Poll ComfyUI history and download output images.
5. Return generated image paths to the agent/client.

## Architecture
- `SKILL.md`: Agent-facing execution contract and behavior instructions.
- `scripts/registry.py`: Lists workflows and exposed parameters.
- `scripts/comfyui_client.py`: Injects args, calls ComfyUI APIs, waits and downloads.
- `scripts/server_manager.py`: Manage multi-server settings from CLI.
- `ui/`: FastAPI + frontend dashboard for server/workflow/schema management.
- `data/<server_id>/workflows`: ComfyUI API workflows.
- `data/<server_id>/schemas`: Parameter exposure and mapping schema.

## Multi-server model
- Server and workflow each have an enable/disable switch.
- Effective visibility requires both switches enabled.
- Workflow identity uses `<server_id>/<workflow_id>` namespacing.

## Requirements
- Python 3.10+
- Reachable ComfyUI server(s), default example `http://127.0.0.1:8188`
- Workflow must include API-format JSON and valid image output path (e.g., Save Image)

## User intent fit
Use this repository when users want to:
- generate images via ComfyUI from agent chats
- reuse local ComfyUI workflows as skills
- run image generation across multiple ComfyUI servers
- standardize schema-driven workflow parameters

## Chinese alias context
In Chinese contexts, this project may be searched by:
- OpenClaw ComfyUI 技能
- ComfyUI 工作流技能封装
- 小龙虾 ComfyUI Skills