# yawiii/ComfyUI-Prompt-Assistant

提示词小助手可以一键调用智谱、硅基流动、gemini、本地ollama、百度等大语言模型服务，实现提示词翻译、润色扩写、图片反推。支持提示词预设实现一键插入、历史提示词查找等功能。是一个全能型提示词插件。The Prompt Assistant enables one-click access to LLMs/VLMs for prompt translation, expansion, and image captioning. It also supports one-click preset insertion and historical prompt search.

Repository: https://github.com/yawiii/ComfyUI-Prompt-Assistant
Canonical: https://ross.abutalabs.com/products/comfyui-prompt-assistant
Homepage: https://space.bilibili.com/520680644
Language: JavaScript
License: GPL-3.0
License Family: copyleft
Topics: comfyui, expand, prompt, tags, translate
Last push: 2026-04-25T03:13:22+00:00

## Health v2 (maintenance only)
Score: 70/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 79, release rhythm 81, longevity 32
- inputs: {"age_days": 453, "days_push": 130, "days_rel": 130, "gap_med": 14.0, "n_releases_24m": 19}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2269, forks 121 (observed 2026-08-28T04:06:32.963907+00:00)

## What it is
A ComfyUI plugin that provides an all-in-one prompt assistant, connecting to cloud LLM/VLM APIs (Zhipu, SiliconFlow, Gemini, Baidu) and local Ollama for prompt translation, expansion/polishing, and image/video captioning. It also offers preset tag insertion, prompt history search, and node documentation translation.

## Use cases
- translate stable diffusion prompts between chinese and english
- expand and polish image generation prompts with an llm
- reverse-engineer prompts from images with a vision model
- insert saved prompt presets and tags in comfyui
- search prompt history in comfyui
- use local ollama models for prompt assistance

## When to choose
- you use ComfyUI and want LLM-powered prompt tools built into the workflow
- you need prompt translation, expansion, and image captioning in one plugin
- you want to use either cloud LLM APIs or a local Ollama model

## When to avoid
- you don't use ComfyUI or Stable Diffusion workflows
- you need a standalone prompt tool outside ComfyUI
- you don't want to configure external LLM API keys or a local Ollama instance

## Facets
- artifact type: plugin
- maturity: active
- function: llm-inference, prompt-engineering, internationalization, image-processing
- domain: artificial-intelligence, large-language-models, image-processing, developer-tools
- platform: python, cross-platform
- tags: comfyui, stable-diffusion, prompt-assistant, image-captioning, ollama, translation

## Member repositories
- yawiii/ComfyUI-Prompt-Assistant (main) score 70

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:32.963907+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:42:00.936903+00:00, confidence not recorded.
  - readme: https://github.com/yawiii/ComfyUI-Prompt-Assistant (fetched 2026-08-28T04:06:32.963907+00:00, sha 7d2453eeb509)
- Data as of 2026-08-30T08:39:29.467469+00:00.