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在前六篇文章中,我们的 Agent 已经拥有了多渠道接入、自主推理、动态技能和长短期记忆。但要让它真正“干活”,还需要一双能操控现实系统的双手——工具。OpenClaw 内置了 Shell 执行、浏览器自动化、HTTP 请求等工具,并通过沙箱保障安全 ...
The MCP Python SDK uses anyio for async. On Windows, asyncio.create_subprocess_exec causes ProactorBasePipeTransport errors in the anyio event loop. This project wraps the blocking Popen.communicate ...
A free, MIT-licensed, zero-dependency Go binary. It sits 'on top' of any AI coding CLI launched from the terminal—such as Claude Code, Windsurf, Codex, or Cursor—to audit output and compress tokens.
Video, podcast, SNS, X, Facebook, LinkedIn, PR Times... I tried to see how many pieces of content could be born from a single column. And, it was harder than I imagined. This is a real-life record of ...