Implied Math
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@himself65 同感。我最近在 Claude Code 上搞了一套 skill 体系,每个 skill 是一个文件夹(脚本+数据+hooks),不是单个 markdown。搞完之后感觉 agent 的上限完全不一样了——skill 设计本身就是一门 prompt engineering 之外的手艺。
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@jarrensj @var_epsilon Those drove away the only engineer that was working
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@danpacary I’m on M1 Max 128g, so technically I’m good for 30B
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If you're on mac silicon... M-series
Here is what you can do (projected)
remember this is training validation
x.com/danpacary/stat…

Daniel Isaac@danpacary
I just trained a 5B param model on Apple's Neural Engine. On a MacBook Pro. Forward. Backward. Adam optimizer. Then I checked to see how far it would go. Technically got to 30B.
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Implied Math أُعيد تغريده

bro, it's so over for designers
google stitch is insane. 🤯

Stitch by Google@stitchbygoogle
Meet the new Stitch, your vibe design partner. Here are 5 major upgrades to help you create, iterate and collaborate: 🎨 AI-Native Canvas 🧠 Smarter Design Agent 🎙️ Voice ⚡️ Instant Prototypes 📐 Design Systems and DESIGN.md Rolling out now. Details and product walkthrough video in 🧵
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@sytaylor Great article. If opus agent finds the job i sent to him is too expensive for it to execute, he should outsource it to a sonnet agent, not compressing context, enabled by x402 payment. The delta is thr user’s gain
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Implied Math أُعيد تغريده

Google今天放大招了!今天一次性发布了5个Agent Skill设计模式。
现在30多个Agent工具(Claude Code、Gemini CLI、Cursor)已经统一了SKILL.md格式,格式不再是问题——真正的挑战是里面写什么。
5个模式:
Tool Wrapper:给Agent装上某个库的专家知识,按需加载,不占context
Generator:模板+样式指南,每次输出结构一致
Reviewer:把检查清单外置,换一份清单就变成另一个审核专家
Inversion:先采访你,收集完所有需求才开始执行
Pipeline:强制分步骤,每步有检查点,不允许跳过
这5个模式可以组合使用——Pipeline里嵌Reviewer,Generator前加Inversion。
与其把复杂逻辑塞进一个system prompt,不如用对结构。
推荐阅读👇
Google Cloud Tech@GoogleCloudTech
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Excited to share Visa CLI, the first experimental product from Visa Crypto Labs. Check it out and request access here
visacli.sh

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@zhngx4540837445 @quarktalksss 怎么就零成本,她有拿东西的搬运成本,摆摊的时间成本啊。你们这一套不就是资本家为什么倒牛奶不把牛奶免费给工人的变种吗
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最近刷Twitter有一个特别强烈的反差感:
硅谷大佬们开始重新写代码了。
Shopify CEO @tobi 亲自跑 AI 实验,一夜 37 轮迭代优化自家生产代码。YC CEO @garrytan 每天 16K 行,开了 12 个 Agent 并行干活,github star数蹭蹭涨。@Chamath 带2.5个初级开发,几周从零给自己搭了个 Jira 替代品....
这些人不缺工程师,但他们选择自己动手。
反观国内,太多公司老板一边喊着 AI 转型,一边自己却只停留在豆包的Q&A水平上,寄希望于找几个懂AI的人就能解决转型问题。
然而,残酷的现实是,这次不同于以往任何一次技术革命,AI 时代的组织逻辑一定会被彻底改写,且已经在快速发生。
你没法领导一场你自己都不参与的变革!!!
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@cuysheffield Same. I even built a skill to export and sanity check the exports for my biz partners
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