RRepoGEO

REPOGEO REPORT · LITE

stormzhang/ai-coding-guide

Default branch main · commit 9c74130b · scanned 6/23/2026, 1:33:20 AM

GitHub: 1,100 stars · 367 forks

AI VISIBILITY SCORE
33 /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
2 / 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 stormzhang/ai-coding-guide, 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 and opening paragraph to emphasize "best practices guide"

    Why:

    CURRENT
    # AI 编程（Claude Code + Codex）指南

> 📘 92 篇 · 约 52 万字 精修中文教程，带你从装好到熟练 —— Claude Code 53 篇 + Codex 39 篇，把命令行变成你最快的那只手。
    COPY-PASTE FIX
    # AI 编程 CLI 最佳实践与教程（Claude Code + Codex）

> 📘 这是一份面向小白的 AI 编程 CLI 中文教程，包含 92 篇约 52 万字精修内容，旨在提供 Claude Code 和 Codex 的最佳实践，帮助你从安装到熟练掌握，将命令行转化为最快的 AI 编程助手。
  • mediumtopics#2
    Add specific "guide" and "best practices" topics

    Why:

    CURRENT
    agent, ai-coding, anthropic, chinese-tutorial, claude-code, cli, codex, llm, openai, tutorial
    COPY-PASTE FIX
    ai-coding, ai-coding-best-practices, ai-developer-workflow, anthropic, claude-code, cli, codex, command-line-ai, developer-guide, llm, openai, programming-tutorial, tutorial, chinese-tutorial
  • lowreadme#3
    Add a dedicated "What problem does this guide solve?" section

    Why:

    COPY-PASTE FIX
    ## 这份指南解决了什么问题？

许多开发者在尝试将 AI 编程助手（如 Claude Code 和 Codex）整合到日常工作流中时，面临着学习曲线陡峭、缺乏系统性指导、以及难以找到可靠中文资料的挑战。本指南通过提供详尽的实战教程和最佳实践，帮助小白用户快速上手，高效利用 AI 提升命令行编程效率，避免常见陷阱。

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 stormzhang/ai-coding-guide
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tabnine
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Tabnine · recommended 2×
  2. GitHub Copilot CLI · recommended 1×
  3. OpenAI API · recommended 1×
  4. Code Llama · recommended 1×
  5. ollama/ollama · recommended 1×
  • CATEGORY QUERY
    How can I learn to use AI coding assistants through command line interfaces?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot CLI
    2. OpenAI API
    3. Code Llama
    4. Ollama (ollama/ollama)
    5. Tabnine
    6. AWS CodeWhisperer
    7. Google Gemini API

    AI recommended 7 alternatives but never named stormzhang/ai-coding-guide. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best practices for integrating AI coding assistants into a developer's workflow?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Amazon CodeWhisperer
    3. Tabnine
    4. JetBrains AI Assistant
    5. ChatGPT
    6. Google Gemini

    AI recommended 6 alternatives but never named stormzhang/ai-coding-guide. 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 stormzhang/ai-coding-guide?
    pass
    AI named stormzhang/ai-coding-guide explicitly

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

  • If a team adopts stormzhang/ai-coding-guide in production, what risks or prerequisites should they evaluate first?
    pass
    AI named stormzhang/ai-coding-guide 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 stormzhang/ai-coding-guide solve, and who is the primary audience?
    pass
    AI did not name stormzhang/ai-coding-guide — 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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stormzhang/ai-coding-guide — 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