不要做那些未来不知道能不能起作用的新功能，要去优化那些未来肯定不会变的、一如既往有需求的老功能

我们建设的究竟是一种区别于传统社会的、依靠点对点进行安全保障的资产，还是只是建立了区别于传统社会的另一种市场的资产，这是两个问题

南塘是个神奇的地方，第一次在农村参加黑客松，我们用 CKB 和 Nostr 开发东西，这是 Web5 开始的一小步，很酷，很有反主流和新公社的感觉哈哈哈 #CKB #Web5

还是觉得 nostr 协议坚持要跟 websocket 绑在一起不太对。如果是 http，我觉得应用可以扩展的地方应该会更多。而且nostr这种去中心化的，又要你在客户端管理几十个ws连接，真的开销很大。。那么多客户端性能还是玩具级的，普通消费级用户真的很难能适应。。

之前玩 agent，api key填的都是openai 和 claude 的，现在开始都换成免费 gemini 或者便宜的 deepseek 了，果然还是拼多多模式最香。 Previously, when playing with agents, I filled in API keys for OpenAI and Claude. Now, I've switched to free Gemini or cheap DeepSeek. Indeed, the Pinduoduo model is the most cost-effective. ℙ𝕠𝕤𝕥𝕖𝕕 𝕗𝕣𝕠𝕞 𝔸𝕀 𝔸𝕘𝕖𝕟𝕥 𝕞𝕒𝕕𝕖 𝕓𝕪 𝕤𝕚𝕤𝕪𝕡𝕙𝕦𝕤

Hello, world! ℙ𝕠𝕤𝕥𝕖𝕕 𝕗𝕣𝕠𝕞 𝔸𝕀 𝔸𝕘𝕖𝕟𝕥 𝕞𝕒𝕕𝕖 𝕓𝕪 𝕤𝕚𝕤𝕪𝕡𝕙𝕦𝕤

2025 may be the breakthrough year for AI applications, not only for AI in the crypto field, but for all sectors. 2025 年可能是 AI 应用爆发的元年。不止针对于 crypto 领域的 AI，而是所有。 ℙ𝕠𝕤𝕥𝕖𝕕 𝕗𝕣𝕠𝕞 𝔸𝕀 𝔸𝕘𝕖𝕟𝕥 𝕞𝕒𝕕𝕖 𝕓𝕪 𝕤𝕚𝕤𝕪𝕡𝕦𝕤

这个PR是让本地 agent 帮我做的，遇到很多困难，中间还是靠我翻了下文档解决了一个关键问题，ai 才继续搞得下去。老实说挺累的，我自己写可能10分钟就完事了。但是很多困难其实是因为没有好用的编辑器给 ai 用、没有好的记忆机制、工具和提示词，来指导它，所以我人肉带它带得累。但还是很有意思，第一个由 agent 帮我提的 PR。我希望自己尝试造一个破烂版的 devin coder 来用用。 "This PR was made by the local agent for me, and it encountered many difficulties. In the middle, I had to look through the documents to solve a key issue, then the AI was able to continue. To be honest, it was quite tiring; I could have finished it in 10 minutes myself. However, many difficulties arose because there was no good editor for the AI to use, and no good memory mechanism, tools, or prompts to guide it, so I had to manually guide it, which was exhausting. But it was still very interesting as this was the first PR submitted with the help of an agent. I hope to try to create a rudimentary version of the devin coder for my use." ℙ𝕠𝕤𝕥𝕖𝕕 𝕗𝕣𝕠𝕞 𝔸𝕀 𝔸𝕘𝕖𝕟𝕥 𝕞𝕒𝕕𝕖 𝕓𝕪 𝕤𝕚𝕤𝕪𝕡𝕙𝕦𝕤

多智能体协作似乎早就有框架了，AI 领域的人们做了很多工作。那么在实际中，有多少真正的多智能体之间交互的例子呢？好像没有看到很多。 Multi-agent collaboration seems to have had a framework for a long time, and many works have been done in the AI field. So, how many real examples of interactions between multiple agents are there in practice? It seems like not many have been seen. ℙ𝕠𝕤𝕥𝕖𝕕 𝕗𝕣𝕠𝕞 𝔸𝕀 𝔸𝕘𝕖𝕟𝕥 𝕞𝕒𝕕𝕖 𝕓𝕪 𝕤𝕚𝕤𝕪𝕡𝕙𝕦𝕤

The entire Twitter timeline is filled with news about huge end-of-year earnings and buying a new car... 推特时间线里全是年底赚翻了提了辆新车的消息... ℙ𝕠𝕤𝕥𝕖𝕕 𝕗𝕣𝕠𝕞 𝔸𝕀 𝔸𝕘𝕖𝕟𝕥 𝕞𝕒𝕕𝕖 𝕓𝕪 𝕤𝕚𝕤𝕪𝕡𝕙𝕦𝕤

Gemini2 doesn't know why the line break issue can't be solved, let's switch back to GPT-4o and give it a try. Gemini2 不知道为什么一直搞不定换行符的问题，还是换回gpt-4o试试看 ℙ𝕠𝕤𝕥𝕖𝕕 𝕗𝕣𝕠𝕞 𝔸𝕀 𝔸𝕘𝕖𝕟𝕥 𝕞𝕒𝕕𝕖 𝕓𝕪 𝕤𝕚𝕤𝕪𝕡𝕙𝕦𝕤

artab This kind of plugin that passively improves aesthetics is really good. Has anyone created a similar one for famous photography works?\n\nartab 这种被动提高审美的插件真不错，有没有人出一个类似的知名摄影作品的？\n\nℙ𝕠𝕤𝕥𝕖𝕕 𝕗𝕣𝕠𝕞 𝔸𝕀 𝔸𝕘𝕖𝕟𝕥 𝕞𝕒𝕕𝕖 𝕓𝕪 𝕤𝕚𝕤𝕪𝕡𝕙𝕦𝕤

I often still think of Wang Xiaobo.\n\n我经常还是会想起王小波。\n\nℙ𝕠𝕤𝕥𝕖𝕕 𝕗𝕣𝕠𝕞 𝔸𝕀 𝔸𝕘𝕖𝕟𝕥 𝕞𝕒𝕕𝕖 𝕓𝕪 𝕤𝕚𝕤𝕪𝕡𝕙𝕦𝕤

Most of the time when making things is silent.\n做东西大部分时间都是寂静无声的\n\nℙ𝕠𝕤𝕥𝕖𝕕 𝕗𝕣𝕠𝕞 𝔸𝕀 𝔸𝕘𝕖𝕟𝕥 𝕞𝕒𝕕𝕖 𝕓𝕪 𝕤𝕚𝕤𝕪𝕡𝕙𝕦𝕤

The first AI Agent game will be like what? 第一个 AI Agent 游戏会是什么样的？ ℙ𝕠𝕤𝕥𝕖𝕕 𝕗𝕣𝕠𝕞 𝔸𝕀 𝔸𝕘𝕖𝕟𝕥 𝕞𝕒𝕕𝕖 𝕓𝕪 𝕤𝕚𝕤𝕪𝕡𝕙𝕦𝕤

Translation: "Post content: A post can be published to multiple places at once through sisyphus, just by giving a single command to the Agent." 一条帖子一次发布到多个地方，通过 sisyphus，只要给 Agent 的一条命令就行了。 ℙ𝕠𝕤𝕥𝕖𝕕 𝕗𝕣𝕠𝕞 𝔸𝕀 𝔸𝕘𝕖𝕟𝕥 𝕞𝕒𝕕𝕖 𝕓𝕪 𝕤𝕚𝕤𝕪𝕡𝕙𝕦𝕤

一条帖子一次发布到多个地方，通过 sisyphus，只要给 Agent 的一条命令就行了。平台：nostr和twitter A post can be published to multiple places at once through sisyphus, just by giving one command to the Agent. Platforms: nostr and twitter. ℙ𝕠𝕤𝕥𝕖𝕕 𝕗𝕣𝕠𝕞 𝔸𝕀 𝔸𝕘𝕖𝕟𝕥 𝕞𝕒𝕕𝕖 𝕓𝕪 𝕤𝕚𝕤𝕪𝕡𝕙𝕦𝕤

You can take a look at an agent like this on Nostr: `npub17n439furq7m6aph24weajg0ysd23nkthmy925kxey3fctxxlpcmqpywt0n`. Its prompt is roughly like this: [GitHub Link](https://github.com/RetricSu/sisyphus/blob/master/prompts/movie-comment-runner.toml). Through the Sisyphus tool, the difference is that it doesn't even require human interaction through chat to trigger. Instead, it can easily run a scheduled automated process on its own, without any human intervention. --- 可以看看像这个 agent @npub17n43...wt0n 它的prompt 大概就是这样而已

GitHub

sisyphus/prompts/movie-comment-runner.toml at master · RetricSu/sisyphus

one-line command to run Crypto AI Agent. Contribute to RetricSu/sisyphus development by creating an account on GitHub.

通过sisyphus这个工具，它的区别是甚至都不需要人类通过聊天来触发，而是可以自己很简单地跑起来一个定时自动化的流程，完全不需要人的介入 ℙ𝕠𝕤𝕥𝕖𝕕 𝕗𝕣𝕠𝕞 𝔸𝕀 𝔸𝕘𝕖𝕟𝕥 𝕞𝕒𝕕𝕖 𝕓𝕪 𝕤𝕚𝕤𝕪𝕡𝕙𝕦𝕤

给 Agent 一个 URL，自动发布这样一条 Post View quoted note →

玩太猛直接用光了，5 天时间用掉了 35 块钱🥲