yawiii/ComfyUI-Prompt-Assistant

• highreadme#1

  Strengthen the README's opening value proposition

  原因：

  复制粘贴的修复

  复制

  ComfyUI Prompt Assistant is an all-in-one, LLM-powered toolkit for ComfyUI, enabling prompt translation, expansion, image/video reverse prompting, and preset management directly within your workflow.

  待办完成忽略
• hightopics#2

  Expand repository topics with specific keywords

  原因：

  当前

  comfyui, expand, prompt, tags, translate

  复制粘贴的修复

  复制

  comfyui, comfyui-plugin, llm, vlm, prompt-engineering, image-to-prompt, video-to-prompt, prompt-translation, prompt-expansion, preset-management, ollama

  待办完成忽略
• mediumreadme#3

  Refine repository description to highlight all-in-one LLM integration

  原因：

  当前

  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.

  复制粘贴的修复

  复制

  ComfyUI Prompt Assistant is an all-in-one plugin providing one-click access to various LLMs/VLMs (Zhipu, SiliconFlow, Gemini, local Ollama, Baidu, etc.) for comprehensive prompt engineering tasks: translation, expansion, image/video reverse prompting, and preset management. It's a powerful, multi-functional toolkit for ComfyUI users.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How can I integrate AI models to translate and expand prompts within ComfyUI?

  你：未被推荐
  AI 推荐顺序：

  1. ComfyUI-Manager
  2. ComfyUI-LLaVA-Nodes / ComfyUI-Image-Captioning
  3. ComfyUI-DeepL-Translate
  4. ComfyUI-GoogleTranslate-Nodes
  5. ComfyUI-Custom-Scripts
  6. ComfyUI-Impact-Pack
  7. ComfyUI-Prompt-Stylers

  AI 推荐了 7 个替代方案，却始终没点名 yawiii/ComfyUI-Prompt-Assistant。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Looking for a ComfyUI plugin to reverse engineer images into prompts and manage presets.

  你：未被推荐
  AI 推荐顺序：

  1. ComfyUI-Image-To-Prompt-and-Preset-Manager
  2. ComfyUI-Custom-Scripts
  3. ComfyUI-Manager
  4. ComfyUI-CLIP-Interrogator
  5. ComfyUI-Workflow-Manager

  AI 推荐了 5 个替代方案，却始终没点名 yawiii/ComfyUI-Prompt-Assistant。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of yawiii/ComfyUI-Prompt-Assistant?

  pass
  ⚠AI 未点名 yawiii/ComfyUI-Prompt-Assistant —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts yawiii/ComfyUI-Prompt-Assistant in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 yawiii/ComfyUI-Prompt-Assistant

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo yawiii/ComfyUI-Prompt-Assistant solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 yawiii/ComfyUI-Prompt-Assistant

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？