simonlin1212/global-stock-data

• highreadme#1

  Update README H1 to clearly state 'AI Skill' purpose

  原因：

  当前

  # global-stock-data

  复制粘贴的修复

  复制

  # global-stock-data: US & HK Stock Full-Stack Data Toolkit for AI Coding Assistants

  待办完成忽略
• hightopics#2

  Add relevant topics to improve categorization

  原因：

  复制粘贴的修复

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  stock-data, ai-assistant, ai-skill, financial-data, us-stocks, hk-stocks, quant-trading, data-toolkit, zero-auth

  待办完成忽略
• mediumreadme#3

  Add a 'Comparison' section to the README

  原因：

  复制粘贴的修复

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  ## Why global-stock-data for AI Assistants?
  
  Unlike traditional stock data libraries (e.g., `yfinance`, `pandas-datareader`) or direct API providers (e.g., Polygon.io, Alpaca), `global-stock-data` is specifically designed as a self-contained "Skill file" for AI coding assistants (like Claude Code, Codex, OpenClaw). It abstracts away complex data source integration, authentication, and data formatting, providing a unified, zero-auth toolkit directly usable by AI to fetch US and HK stock data. This means AI can immediately access real-time quotes, historical K-lines, financials, and more, without needing to understand underlying APIs or manage credentials.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How to get real-time US and HK stock market data for an AI assistant?

  你：未被推荐
  AI 推荐顺序：

  1. Polygon.io
  2. Alpaca Markets
  3. Interactive Brokers (IBKR) API
  4. Xignite
  5. EOD Historical Data
  6. Finnhub.io

  AI 推荐了 6 个替代方案，却始终没点名 simonlin1212/global-stock-data。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What tool provides comprehensive US and Hong Kong stock financial data without authentication?

  你：未被推荐
  AI 推荐顺序：

  1. Yahoo Finance
  2. Google Finance
  3. Investing.com
  4. MarketWatch
  5. Finviz
  6. Quandl (now Nasdaq Data Link)
  7. Alpha Vantage

  AI 推荐了 7 个替代方案，却始终没点名 simonlin1212/global-stock-data。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of simonlin1212/global-stock-data?

  pass
  ⚠AI 未点名 simonlin1212/global-stock-data —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts simonlin1212/global-stock-data in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 simonlin1212/global-stock-data

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo simonlin1212/global-stock-data solve, and who is the primary audience?

  pass
  ⚠AI 未点名 simonlin1212/global-stock-data —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？