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sandroandric/AgentHandover
默认分支 main · commit a72bfe6c · 扫描时间 2026/5/22 12:22:12
星标 921 · Fork 50
行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 sandroandric/AgentHandover 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- hightopics#1Add specific topics for AI agent skill learning and desktop automation
原因:
当前(none)
复制粘贴的修复ai-agents, llm-agents, desktop-automation, workflow-automation, skill-learning, macos-automation, generative-ai, human-in-the-loop
- highabout#2Clarify the project description to emphasize desktop action learning for AI agents
原因:
当前What if OpenClaw, Claude Code, Codex etc. knew how to do your work without you saying it? AgentHandover observes you, learns and teaches your agents with self-improving skills.
复制粘贴的修复AgentHandover observes your desktop actions on Mac, learns your workflows, and teaches AI agents (like Claude Code, OpenClaw, Codex) to execute self-improving skills without you saying it.
- mediumreadme#3Add a sentence to the README introduction to differentiate from traditional RPA
原因:
当前AgentHandover watches how you work on your Mac, turns your workflows into reusable **Skills**, and lets agents like **Claude Code**, **OpenClaw**, **Hermes**, **Codex**, or any MCP-compatible tool execute them the way you do it.
复制粘贴的修复AgentHandover watches how you work on your Mac, turns your workflows into reusable **Skills**, and lets agents like **Claude Code**, **OpenClaw**, **Hermes**, **Codex**, or any MCP-compatible tool execute them the way you do it. Unlike traditional Robotic Process Automation (RPA), AgentHandover focuses specifically on empowering advanced AI agents with learned human skills, rather than just automating tasks.
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- Microsoft Power Automate Desktop · 被推荐 2 次
- Zapier · 被推荐 1 次
- Make · 被推荐 1 次
- OpenAI's GPT models · 被推荐 1 次
- AI Builder · 被推荐 1 次
- 品类问题How can I automate my daily computer tasks by teaching an AI agent?你:未被推荐AI 推荐顺序:
- Zapier
- Make
- OpenAI's GPT models
- Microsoft Power Automate Desktop
- AI Builder
- AutoGPT
- BabyAGI
- GPT-4
- Python
- Selenium
- Playwright
- pyautogui
- OpenAI API
- Anthropic Claude
- Google Gemini
- LangChain
- Taskade
- Notion AI
AI 推荐了 18 个替代方案,却始终没点名 sandroandric/AgentHandover。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Tool to record desktop actions and convert them into AI agent skills?你:未被推荐AI 推荐顺序:
- Robocorp Lab/Assistant
- UIPath Studio/StudioX
- Microsoft Power Automate Desktop
- Automation Anywhere Enterprise A2019/Automation 360
- Tricentis Tosca
- PyAutoGUI (asweigart/pyautogui)
- AutoHotkey (AutoHotkey/AutoHotkey)
AI 推荐了 7 个替代方案,却始终没点名 sandroandric/AgentHandover。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesswarn
建议:
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of sandroandric/AgentHandover?passAI 明确点名了 sandroandric/AgentHandover
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 sandroandric/AgentHandover in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 sandroandric/AgentHandover
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 sandroandric/AgentHandover solve, and who is the primary audience?passAI 明确点名了 sandroandric/AgentHandover
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?
嵌入你的 GEO 徽章
把这个徽章贴进 sandroandric/AgentHandover 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/sandroandric/AgentHandover)<a href="https://repogeo.com/zh/r/sandroandric/AgentHandover"><img src="https://repogeo.com/badge/sandroandric/AgentHandover.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
sandroandric/AgentHandover — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3