RRepoGEO

REPOGEO REPORT · LITE

thisjam/comfyui-sixgod_prompt

Default branch main · commit 1929057b · scanned 5/30/2026, 12:23:35 PM

GitHub: 776 stars · 28 forks

AI VISIBILITY SCORE
17 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 fail
Objective metadata checks
AI knows your name
1 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface thisjam/comfyui-sixgod_prompt, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highabout#1
    Clarify repository description and README's opening statement

    Why:

    CURRENT
    Description: (none). README starts with # v2.1.4.
    COPY-PASTE FIX
    For repository description: `ComfyUI提示词管理与生成插件，支持中文输入、分类词库、权重调整及LLM辅助，解决英文Prompt痛点。`
For README (replace current H1 and add summary):
`# ComfyUI SixGod Prompt: 中文提示词管理与生成插件`
`一个专为ComfyUI用户设计的提示词管理与生成插件，彻底解决国人英文Prompt痛点，提供分类词库、中文输入、权重调整及LLM辅助功能。`
  • hightopics#2
    Add relevant repository topics

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    comfyui, prompt-engineering, ai-art, stable-diffusion, chinese-prompts, prompt-manager, llm-integration, text-to-image
  • mediumexamples#3
    Populate the "展示" (Showcase) section with examples

    Why:

    CURRENT
    ### 展示
# 
#
    COPY-PASTE FIX
    ### 展示
[在此处添加插件界面的截图或操作演示视频链接，清晰展示提示词选择、中文输入、权重调整和动态提示词功能。]

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface thisjam/comfyui-sixgod_prompt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT / GPT-4
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT / GPT-4 · recommended 1×
  2. DeepL Translate · recommended 1×
  3. Google Translate · recommended 1×
  4. Youdao Translate (有道翻译) · recommended 1×
  5. Baidu Fanyi (百度翻译) · recommended 1×
  • CATEGORY QUERY
    Struggling with English prompts for AI art; need a tool to generate prompts in Chinese.
    you: not recommended
    AI recommended (in order):
    1. ChatGPT / GPT-4
    2. DeepL Translate
    3. Google Translate
    4. Youdao Translate (有道翻译)
    5. Baidu Fanyi (百度翻译)

    AI recommended 5 alternatives but never named thisjam/comfyui-sixgod_prompt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    ComfyUI extension for managing categorized prompts, custom word libraries, and LLM-powered suggestions.
    you: not recommended
    AI recommended (in order):
    1. ComfyUI-Prompt-Manager
    2. ComfyUI-Custom-Scripts
    3. ComfyUI-Workflows
    4. ComfyUI-Prompt-Stylist
    5. ComfyUI-LLM-Nodes

    AI recommended 5 alternatives but never named thisjam/comfyui-sixgod_prompt. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of thisjam/comfyui-sixgod_prompt?
    pass
    AI did not name thisjam/comfyui-sixgod_prompt — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts thisjam/comfyui-sixgod_prompt in production, what risks or prerequisites should they evaluate first?
    pass
    AI named thisjam/comfyui-sixgod_prompt explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo thisjam/comfyui-sixgod_prompt solve, and who is the primary audience?
    pass
    AI did not name thisjam/comfyui-sixgod_prompt — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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thisjam/comfyui-sixgod_prompt — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite