RRepoGEO

REPOGEO REPORT · LITE

legeling/PromptHub

Default branch main · commit 00550239 · scanned 5/28/2026, 6:36:57 AM

GitHub: 1,260 stars · 158 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 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 legeling/PromptHub, 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
  • highreadme#1
    Reposition README H1 to clearly state 'AI toolbox' or 'management platform'

    Why:

    CURRENT
    # PromptHub

本地优先的 Prompt、Skill 与 AI 编程资产工作台。
    COPY-PASTE FIX
    # PromptHub: Your Local-First AI Prompt, Skill, and Agent Management Toolbox

本地优先的 Prompt、Skill 与 AI 编程资产工作台。
  • hightopics#2
    Add more specific topics to emphasize 'management' and 'toolbox'

    Why:

    CURRENT
    agent, ai, cli-tool, llm, prompt, prompt-toolkit, skills
    COPY-PASTE FIX
    agent-management, ai-toolbox, cli-tool, llm, prompt-management, prompt-engineering, skills-management, version-control, cloud-sync
  • mediumreadme#3
    Add a 'Key Differentiators' section to highlight unique features

    Why:

    COPY-PASTE FIX
    Add a new section, perhaps after '核心能力' (Core Capabilities), titled 'Key Differentiators' or 'Why PromptHub?', explicitly stating: 'PromptHub stands out by offering one-click installation of skills to over a dozen tools like Claude Code, Cursor, and Gemini CLI, alongside robust version control and cloud synchronization for all your AI assets.'

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 legeling/PromptHub
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub · recommended 1×
  2. GitLab · recommended 1×
  3. Bitbucket · recommended 1×
  4. LangChain Hub · recommended 1×
  5. PromptLayer · recommended 1×
  • CATEGORY QUERY
    How can I efficiently manage, version control, and synchronize my AI prompts and skills?
    you: not recommended
    AI recommended (in order):
    1. GitHub
    2. GitLab
    3. Bitbucket
    4. LangChain Hub
    5. PromptLayer
    6. Weights & Biases Prompts
    7. DVC (Data Version Control)
    8. PostgreSQL
    9. MongoDB
    10. Notion
    11. Confluence

    AI recommended 11 alternatives but never named legeling/PromptHub. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help distribute AI skills to multiple LLM clients and manage agent assets?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. OpenAI Assistants API
    5. Microsoft Semantic Kernel
    6. Gradio

    AI recommended 6 alternatives but never named legeling/PromptHub. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 legeling/PromptHub?
    pass
    AI named legeling/PromptHub explicitly

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

  • If a team adopts legeling/PromptHub in production, what risks or prerequisites should they evaluate first?
    pass
    AI named legeling/PromptHub 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 legeling/PromptHub solve, and who is the primary audience?
    pass
    AI named legeling/PromptHub explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite