RRepoGEO

REPOGEO REPORT · LITE

lhfer/claude-howto-zh-cn

Default branch main · commit 07e4a866 · scanned 5/16/2026, 2:51:23 AM

GitHub: 1,410 stars · 230 forks

AI VISIBILITY SCORE
22 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 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 lhfer/claude-howto-zh-cn, 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
    Reinforce repo's identity as an AI coding assistant guide in the README opening

    Why:

    CURRENT
    从会输入 `claude`，到真正会组合使用 slash commands、memory、skills、hooks、MCP、subagents 和 plugins。
    COPY-PASTE FIX
    从会输入 `claude`，到真正会组合使用 slash commands、memory、skills、hooks、MCP、subagents 和 plugins。**本仓库是面向中国小白用户的 Claude Code AI 编程助手中文上手指南，提供从基础到高级的实践学习路径。**
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    claude-code, ai-coding-assistant, how-to-guide, tutorial, chinese, localization, generative-ai, prompt-engineering, ai-tools
  • mediumhomepage#3
    Set the repository URL as its homepage

    Why:

    COPY-PASTE FIX
    https://github.com/lhfer/claude-howto-zh-cn

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 lhfer/claude-howto-zh-cn
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 1×
  2. Tabnine · recommended 1×
  3. CodeWhisperer · recommended 1×
  4. Baidu Comate · recommended 1×
  5. Tencent Hunyuan Assistant · recommended 1×
  • CATEGORY QUERY
    How can Chinese developers learn to effectively use AI coding assistant advanced features?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. CodeWhisperer
    4. Baidu Comate
    5. Tencent Hunyuan Assistant
    6. JetBrains AI Assistant
    7. Google Gemini Code Assist
    8. Microsoft Copilot for Azure

    AI recommended 8 alternatives but never named lhfer/claude-howto-zh-cn. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a comprehensive guide to master AI assistant memory, skills, and plugin integration.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. OpenAI API
    3. LlamaIndex
    4. Hugging Face Transformers Agents
    5. Microsoft Semantic Kernel

    AI recommended 5 alternatives but never named lhfer/claude-howto-zh-cn. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    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 lhfer/claude-howto-zh-cn?
    pass
    AI did not name lhfer/claude-howto-zh-cn — 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 lhfer/claude-howto-zh-cn in production, what risks or prerequisites should they evaluate first?
    pass
    AI named lhfer/claude-howto-zh-cn 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 lhfer/claude-howto-zh-cn solve, and who is the primary audience?
    pass
    AI did not name lhfer/claude-howto-zh-cn — 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?

Embed your GEO score

Drop this badge into the README of lhfer/claude-howto-zh-cn. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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lhfer/claude-howto-zh-cn — 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