RRepoGEO

REPOGEO REPORT · LITE

cfrs2005/claude-init

Default branch main · commit cbc8c773 · scanned 5/27/2026, 2:17:40 PM

GitHub: 1,355 stars · 123 forks

AI VISIBILITY SCORE
35 /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
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 cfrs2005/claude-init, 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
  • hightopics#1
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-programming, ai-development, claude-ai, chinese-developers, localization, toolkit, dev-environment, setup-tool, context-management, security-scanning
  • highreadme#2
    Reposition README H1 to clearly state its purpose as an AI programming environment

    Why:

    CURRENT
    # Claude Code 项目初始化模板
    COPY-PASTE FIX
    # Claude Code 项目初始化模板：为中国开发者定制的零门槛 AI 编程环境
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/cfrs2005/claude-init (or a more specific project page if one exists)

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 cfrs2005/claude-init
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
microsoft/vscode
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. microsoft/vscode · recommended 1×
  2. microsoft/pylance-release · recommended 1×
  3. microsoft/vscode-jupyter · recommended 1×
  4. GitHub Copilot · recommended 1×
  5. formulahendry/vscode-code-runner · recommended 1×
  • CATEGORY QUERY
    What AI coding environment provides a localized experience and easy setup for Chinese developers?
    you: not recommended
    AI recommended (in order):
    1. VS Code (microsoft/vscode)
    2. Pylance (microsoft/pylance-release)
    3. Jupyter (microsoft/vscode-jupyter)
    4. GitHub Copilot
    5. Code Runner (formulahendry/vscode-code-runner)
    6. Remote - SSH (microsoft/vscode-remote-release)
    7. PyCharm Community Edition
    8. JupyterLab (jupyterlab/jupyterlab)
    9. Jupyter Notebook (jupyter/notebook)
    10. Anaconda Distribution
    11. Spyder (spyder-ide/spyder)

    AI recommended 11 alternatives but never named cfrs2005/claude-init. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an AI programming toolkit with smart context management and security scanning for Linux.
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Transformers
    2. Hugging Face Hub
    3. Gradio
    4. LangChain
    5. Snyk
    6. OWASP Dependency-Check
    7. IBM AI Fairness 360
    8. Microsoft Fairlearn
    9. Adversarial Robustness Toolbox (ART)
    10. OpenAI
    11. Trivy
    12. PyTorch
    13. TensorFlow
    14. MLflow
    15. Clair
    16. Microsoft Azure Machine Learning
    17. Azure Security Center
    18. Microsoft Defender for Cloud
    19. Google Cloud Vertex AI
    20. Google Cloud Security Command Center

    AI recommended 20 alternatives but never named cfrs2005/claude-init. 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 cfrs2005/claude-init?
    pass
    AI named cfrs2005/claude-init explicitly

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

  • If a team adopts cfrs2005/claude-init in production, what risks or prerequisites should they evaluate first?
    pass
    AI named cfrs2005/claude-init 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 cfrs2005/claude-init solve, and who is the primary audience?
    pass
    AI named cfrs2005/claude-init explicitly

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

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