tinyfish-io/tinyfish-cookbook

• highreadme#1

  Reposition core value proposition for AI agents in README

  原因：

  当前

  Welcome to the **TinyFish Cookbook!** A growing collection of recipes, demos, and automations built on TinyFish — the web layer for AI agents.

  复制粘贴的修复

  复制

  Add the following sentence as the very first paragraph after the main H1 title and any initial badges/links: 'This cookbook provides open-source examples, recipes, and automations for building AI agents that reliably search the live web, read pages cleanly, and automate multi-step browser flows using the TinyFish web agent platform.'

  待办完成忽略
• mediumabout#2

  Refine the repository description to emphasize AI agent capabilities

  原因：

  当前

  A collection of sample apps and recipes built with the TinyFish web agent. Open-source examples for you to learn & build!

  复制粘贴的修复

  复制

  Open-source examples and recipes for building AI agents that reliably search the live web, read pages cleanly, and automate multi-step browser flows using the TinyFish web agent platform.

  待办完成忽略
• lowcomparison#3

  Add a comparison section to the README

  原因：

  复制粘贴的修复

  复制

  Add a new section to the README titled '## TinyFish Cookbook vs. General Web Automation Tools'. In this section, explain that while tools like Playwright or Selenium provide low-level browser control, TinyFish offers a higher-level, agent-centric API specifically designed for LLMs to interact with the web, focusing on structured output and managed browser flows rather than raw DOM manipulation. Emphasize that this cookbook provides examples tailored to this agent-first approach.

  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 can my AI agent reliably search the live web and automate browser flows?

  你：未被推荐
  AI 推荐顺序：

  1. SerpApi
  2. Playwright
  3. Selenium
  4. Beautiful Soup
  5. Requests

  AI 推荐了 5 个替代方案，却始终没点名 tinyfish-io/tinyfish-cookbook。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Where can I find open-source examples for building web automation with AI agents?

  你：未被推荐
  AI 推荐顺序：

  1. Playwright
  2. GPT-4 Vision
  3. LlamaIndex
  4. LangChain
  5. PlaywrightBrowser
  6. SeleniumBrowser
  7. AutoGPT (Significant-Gravitas/AutoGPT)
  8. BabyAGI (yoheinakajima/babyagi)
  9. Selenium
  10. OpenCV
  11. Puppeteer

  AI 推荐了 11 个替代方案，却始终没点名 tinyfish-io/tinyfish-cookbook。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of tinyfish-io/tinyfish-cookbook?

  pass
  ✓AI 明确点名了 tinyfish-io/tinyfish-cookbook

  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 tinyfish-io/tinyfish-cookbook in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 tinyfish-io/tinyfish-cookbook

  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 tinyfish-io/tinyfish-cookbook solve, and who is the primary audience?

  pass
  ⚠AI 未点名 tinyfish-io/tinyfish-cookbook —— 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？