callstack/agent-device

• highreadme#1

  Reposition the `agent-browser` comparison to the README's opening

  原因：

  当前

  # agent-device
  
  Mobile app verification for AI agents.
  
  A device automation CLI for real apps on iOS, Android, TV, and desktop. Agents get token-efficient snapshots, semantic refs, and evidence captured only when needed.

  复制粘贴的修复

  复制

  # agent-device
  
  Mobile app verification for AI agents. If you know Vercel's agent-browser, `agent-device` is the same idea for mobile, TV, and desktop apps.
  
  It's a device automation CLI for real apps on iOS, Android, TV, and desktop. Agents get token-efficient snapshots, semantic refs, and evidence captured only when needed.

  待办完成忽略
• mediumreadme#2

  Add a dedicated 'Comparison' section to the README

  原因：

  复制粘贴的修复

  复制

  ## Comparison to other tools
  
  While tools like Appium, Detox, Espresso, XCUITest, and Maestro provide robust mobile UI automation, `agent-device` is specifically designed for **AI agents**. It focuses on providing token-efficient snapshots, semantic references, and evidence capture only when needed, optimizing for agent interaction rather than traditional end-to-end testing scripts.

  待办完成忽略
• lowabout#3

  Refine the repository description to emphasize AI agent automation

  原因：

  当前

  CLI to control iOS and Android devices for AI agents

  复制粘贴的修复

  复制

  Programmatic CLI for AI agents to automate and verify interactions on iOS, Android, TV, and desktop apps.

  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 AI agents automate interaction and verification on mobile app interfaces?

  你：未被推荐
  AI 推荐顺序：

  1. Appium (appium/appium)
  2. Detox (wix/Detox)
  3. Espresso (android/android-test)
  4. XCUITest
  5. Maestro (mobile-dev-inc/maestro)
  6. Kobiton
  7. Sauce Labs
  8. BrowserStack
  9. SeeTest

  AI 推荐了 9 个替代方案，却始终没点名 callstack/agent-device。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Tool to programmatically control iOS and Android app UI for automated testing or agents?

  你：未被推荐
  AI 推荐顺序：

  1. Appium
  2. Detox
  3. Espresso
  4. XCUITest
  5. Maestro
  6. Playwright
  7. Calabash

  AI 推荐了 7 个替代方案，却始终没点名 callstack/agent-device。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 callstack/agent-device?

  pass
  ✓AI 明确点名了 callstack/agent-device

  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 callstack/agent-device in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 callstack/agent-device

  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 callstack/agent-device solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 callstack/agent-device

  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？