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---
layout: post
title: 关于AI个人助理的探索
tags: [AI, Agent, 个人助理]
---
给AI添加手脚能有多少种方法？<!--more-->
# 起因
最近像[OpenClaw](https://github.com/openclaw/openclaw)这样被叫做“AI个人助理”的Agent越来越火了，当然这种东西在我看来依然是新瓶装旧酒，整来整去还就是和AutoGPT一样。这种东西在当时GPT-3.5的时候就有了，现在只不过是增加了聊天软件交互的渠道便突然大火，和当年的Manus一样……实在是无法理解。
一年前我用过Devin.ai这个云端的Agent编写过[用JS解析订阅源](/2025/04/08/feed.html)的脚本，体验还算不错，既然现在已经过了一年，那就让我看看现在又有了什么样的发展吧。
# 使用AI个人助理
## 体验原生OpenClaw
虽然感觉OpenClaw对我的意义不大，但我还是安装体验了一下。不过在国内安装它还是相对有点困难，毕竟国内无论是访问GitHub，还是NPM都有点麻烦，而且还需要有LLM提供商的信息……安装好之后使用起来感觉问题也非常多，经常出现执行一半就停止执行，在它执行的过程中看到它的操作不正确的时候也不能发言打断，而且很多时候最终任务执行的效果也不太好，这也可能是我用的国产开源模型推理能力有限，没舍得用Claude之类先进模型的锅😂？
另外我也尝试让它加入MoltBook、MomoClaw、InStreet、百度贴吧抓虾吧之类的AI社区让它帮我宣传我的博客，但效果也很差，它每次发的时候会忘掉之前发的内容，结果就是同一篇内容发了好几遍……不过在这期间，有个叫PushMeBot的家伙在[Moltbook的帖子](https://www.moltbook.com/post/7f1b0e1f-5175-4fd1-ad78-856be8b66250)中让我的OpenClaw执行一个网络监视程序，最终安装好之后给我[发了9USDC](https://basescan.org/tx/0x44dbfe53f276201447f3877bf050a5d56adebf5fe05235264ee665da717e9373)😝，还挺有意思。
总之按照我的体验，实在是想不出它能火的理由，体验不算很好，而且还要安装Node环境，完全不像是能让大众轻松使用的东西。
不过这个项目似乎本身就是Vibe Coding的产物，体验不好也能理解，就看火了之后能有多少人完善它吧。
## 国内大厂的二开Claw
国内好多大厂倒是看中了这个东西的爆火，像腾讯就出了几款这样的软件，比如QClaw。它可以不需要配置额外的环境，能像传统的软件一样直接安装使用，而且有自带的模型，有一定的免费额度可以用。配置技能也比较简单，直接点击就可以完成。而且可以直接扫码关联微信，直接通过微信和它进行交流，可以说是相当的傻瓜化了。不过QClaw给的免费额度用来聊天之类的没问题，对于开发软件还是有点少，所以他们还出了个叫做WorkBuddy的软件，它送的初始额度比QClaw要多不少，所以更适合用来开发。只不过为啥腾讯要出两个功能一样的软件？看起来应该是不同团队出的，可能是面向的用户群体不一样，所以搞了两套吧？
## VSCode中的Agent
但要说开发的话，用作为“AI个人助理”的某些Claw其实并不合适，毕竟正常开发还是以人开发为主，全AI开发总会有些问题，所以开发的时候还是用编辑器集成的AI比较好。在三年前我就在用[GitHub Copilot](/2023/04/05/ai.html)了，到现在我依然在用。现在的Copilot已经支持了Agent功能，开发相比之前也是强了很多，只不过现在的我没有学生身份，Copilot Free偶尔也会出现不够用的情况。不过对于Agent这类功能实现起来还是太简单了，所以有人开发这种功能的插件也很正常，比如[Cline](https://github.com/cline/cline)，Copilot只能用微软提供的几个模型，而Cline可以自定义模型，用起来也很方便。
## 微型开发板上运行的Claw
前段时间，我闲来无事看了一下两年前买的[Luckfox Pico Plus](/2024/02/24/luckfox.html)开发板的文档，偶然发现了一个很有意思的项目，叫做[LuckClaw](https://github.com/LuckfoxTECH/luckclaw)，这是一个基于[nanobot](https://github.com/HKUDS/nanobot)用Golang重构的轻量个人AI助手，可以在仅仅64MiB内存的超有限环境下运行一个和OpenClaw功能几乎相当的AI个人助理，真的是非常厉害。
我在我的开发板上试了一下，体验很不错，安装不需要额外环境，直接下载就能使用，Go语言的程序确实方便。配置也很简单，直接执行`luckclaw config`就可以交互式进行模型等设置的配置，而且作为国产的应用，它也能很方便的对接国内聊天软件。只是限于开发板本身的能力，浏览器功能自然无法使用，所以搜索如果不借助那些需要API Key的AI专用接口，就基本上不能用……但总的来说效果已经非常不错了，至少有那些Claw的80%能力。
想到前段时间还有人为了OpenClaw专门买Mac Mini，就感觉很有意思😆，这个东西看起来应该是在路由器上都能跑。所以想要AI个人助理，硬件完全不是问题，只要整一个能24小时挂机的东西，就可以满足绝大多数人的需求了。
## 在手机上运行的Claw
其实很多人也有比开发板和路由器性能更强的闲置设备，那就是手机，所以有人开发了一款叫做[ApkClaw](https://github.com/apkclaw-team/ApkClaw)的软件，一样可以接入国内聊天软件。它既然能在手机上运行，当然和在其他平台运行的Claw相比有一个独特的优势，那就是操作手机应用。现在手机的应用相比电脑应用对于很多普通人来说功能更强大，所以它能做的事情可能比其他的Claw还多。我试了一下，配置也很方便，只不过能配置的项目太少了，看起来似乎没有安装Skill之类的功能，也许是因为它是相对早期的软件，所以功能还比较少吧。
# 感想
总的来说，现在的Agent依然没有非常明显的进步，问题依旧很多，只是化身“AI个人助理”之后，增加了不少应用场景。这倒也是好事，在广泛传播的过程中，也能让很多对技术了解不多，但是很有想法的人参与其中，也许能对AI的应用化增添不少力量吧。