Openclaw

Introduction When building personal AI assistants with OpenClaw, a common need arises: making the AI play different roles in different contexts. In a project management Discord channel, you want it to be a rigorous task coordinator; in a casual chat channel, you want it relaxed and friendly. Multi-Channel Persona Routing refers to the ability of a single AI Agent to automatically switch its identity, tone, and behavior based on its conversation environment. This article shares a zero-code modification lightweight solution to achieve channel-level persona switching through configuration files. ...

引言 在使用 OpenClaw 搭建个人 AI 助手时，一个常见的需求是：让 AI 在不同场景下扮演不同角色。比如在项目管理的 Discord 频道里，你希望它是一个严谨的任务协调者；而在日常闲聊的频道里，你又希望它更随意、更有亲和力。 ...

Who this is for: OpenClaw users, AI application developers, and technical professionals interested in AI memory systems Table of Contents TL;DR Quick Overview Introduction: The AI Memory Problem What is Dreaming? Three Advantages of Dreaming How to Enable Dreaming Real-World Results Technical Principles Best Practices and Troubleshooting Conclusion Related Resources TL;DR Quick Overview Point Content What is Dreaming OpenClaw’s memory consolidation system, inspired by human sleep memory mechanisms Core Function Auto-index sessions → Light Sleep processing → REM deep archiving → Semantic recall Problem Solved AI assistant “goldfish memory” issue, enabling true cross-session continuity Setup Difficulty ⭐ Easy, just enable in openclaw.json Measured Results 16 successful recalls on day 2, accurate project state memory Introduction: The AI Memory Problem If you’ve used AI assistants like ChatGPT or Claude, you’ve definitely encountered this frustration1: ...

本文适合：OpenClaw用户、AI应用开发者、对AI记忆系统感兴趣的技术人员 目录 TL;DR 快速概览 引言：AI的记忆困境 什么是Dreaming？ Dreaming的三大优势 如何启用Dreaming？ 实际效果展示 技术原理浅析 注意事项与最佳实践 结语 相关资源 TL;DR 快速概览 要点 内容 Dreaming是什么 OpenClaw的记忆巩固系统，灵感来自人类睡眠记忆机制 核心功能 自动索引会话 → Light Sleep整理 → REM深度归档 → 语义召回 解决痛点 AI助手"金鱼记忆"问题，实现真正的跨会话连贯 配置难度 ⭐ 简单，只需在 openclaw.json 中启用 实测效果 启用第2天即成功召回16次历史记忆，项目状态准确记忆 引言：AI的记忆困境 如果你使用过ChatGPT或Claude这样的AI助手，一定遇到过这样的困扰1： ...

Introduction: An AI Agent Power User’s Tool Evolution As a heavy user of OpenClaw AI assistant, my daily workflow has long been inseparable from automation: Every morning at 8:17, AI automatically pushes today’s schedule and todo tasks Stock analysis automatically fetches data and generates technical reports Blog publishing with bilingual Chinese/English auto-deployment Memory management automatically backs up to GitHub Behind these automations lies deep integration with Google services: Google Calendar for scheduling, Google Tasks for tracking todos, and Google Drive for file storage. ...

引言：一个 AI Agent 重度使用者的工具进化 作为一名 OpenClaw AI 助手的重度使用者，我的日常工作流早已离不开自动化： 每天早上 8:17，AI 自动推送今日日程和待办任务 股票分析 自动抓取数据并生成技术报告 博客发布 中英文双语自动部署 记忆管理 自动备份到 GitHub 这些自动化的背后，离不开对 Google 服务的深度整合：Google Calendar 管理日程、Google Tasks 追踪待办、Google Drive 存储文件。 ...

引言 2026年3月13日，OpenClaw 发布了一个重量级功能更新 —— Live Chrome Session Attach。这个功能基于 Chrome DevTools Protocol (CDP) 和 Model Context Protocol (MCP)，让 AI 助手能够通过官方 Chrome DevTools MCP 服务器，无缝接管你正在使用的真实 Chrome 浏览器。 ...

Introduction On March 13, 2026, OpenClaw released a game-changing feature update — Live Chrome Session Attach. This functionality leverages Chrome DevTools Protocol (CDP) and Model Context Protocol (MCP) to enable AI assistants to seamlessly take control of your actual Chrome browser session. What is Live Chrome Session Attach? In one sentence: “One-click takeover of your real Chrome browser session — preserving login states, no extension required.” Traditional browser automation forces you to choose between: ...

Introduction OpenClaw Gateway runs locally by default (127.0.0.1:18789), which means: ✅ Secure: No external access ❌ Limited: Can only be used locally If you want to: Run OpenClaw on your home server and access it remotely from your phone Share an OpenClaw instance with your team Use your home AI assistant while away Then Tailscale integration is your best choice. What is Tailscale? Tailscale is a zero-config VPN tool based on WireGuard. It lets you easily build a private network (Tailnet) and securely connect any devices. ...

前言 OpenClaw Gateway 默认只在本地运行（127.0.0.1:18789），这意味着： ✅ 安全：外部无法直接访问 ❌ 局限：只能在本地使用，无法远程控制 如果你希望： 在家里的服务器运行 OpenClaw，用手机远程访问 团队协作时共享一个 OpenClaw 实例 出门在外时仍能使用家里的 AI 助手 那么 Tailscale 集成是你的最佳选择。 ...