elbert

Gopher

[elbert @ElbertChanShow]

@MiniMax_AI 啥？

[elbert @ElbertChanShow]

@deepseek_ai 啥时候出正式版？

[AlexZ 🦀 @blackanger]

对了，这本书也同步了 pi 的最新版本

[Yanhua @yanhua1010]

pi 应该是目前最好的 agent 学习案例：78k star，TypeScript，架构分层极清晰，整个 agent loop 就一个文件 793 行。

我准备开一个“Agent 内核拆解”系列，把 pi / codex / grok-build 三个工业级 coding agent 的内核拆干净，顺便从零写一个能跑的 mini-agent。

欢迎关注。

[Matt Pocock @mattpocockuk]

This is a good post and obviously hits a nerve with folks. I think folks are rightly concerned about 'heaviness' of skills, and I have criticised other skill libraries/frameworks for being too heavy-handed.

My goal is always to make the skills as light as they can possibly be. Not only within the skills themselves, but lowering the context load of the overall approach. Small skills are easier to maintain, audit, and survive model changes better. Recent guidance on prompting Fable seems to back that up - say less to the model, and it does better.

Documents are for the model, not the human

Here's where I think you got something wrong. Every 'document' I use is designed for the constraints of models, not for humans.

Why have a spec at all? To clearly define the destination in an artifact which can then later be checked via /code-review.

Why have tickets? So that you can split work into smart zone-shaped sizes.

I'm using the terms 'spec' and 'tickets' because they are familiar to devs - not because I am trying to mimic Jira.

Wayfinder, similarly, is designed for the constraints of models. It breaks down planning into context-window shaped chunks of work.

The smart zone

If there is a bitter lesson in AI coding, it's about the "smart zone". My skills assume that working with irrelevant information in your context window is bad, and so they break work into session-sized chunks via /to-tickets.

This is strictly an AFK agent optimization - AFK agents do better with chunks scoped ahead of time. I've experimented with just a spec and /goal, but the results were worse.

As you can tell, your itch is something I think about every release of my skills. I am always trying to reduce my maintenance surface, to make the skills smaller and more useful. I often do a no-op pass on my skills to check for things the models now do out of the box.

Thanks for giving me an opportunity to articulate this! A really well-phrased question.

[elbert @ElbertChanShow]

@pidotdev 可以试用golang 调用吗？

[Geek @geekbb]

纯 Rust 写的终端工作台，把 Shell、持久会话、SSH 和编码 Agent 整合在一起，GPU 渲染，速度大概是 Alacritty 的两倍。

https://t.co/IZqfLVONHx

[elbert @ElbertChanShow]

@MiniMax_AI @evermind 卷起来，该出 M4 了

[elbert @ElbertChanShow]

@MiniMax_AI @togethercompute 还升级了，你看看人家都 2.8T了

[elbert @ElbertChanShow]

@Adidotdev 原来我之前用的是公测版呀

[Ram Maheshwari @rammcodes]

Bruh... someone recreated the UI of Claude Code, Codex & Grok as reusable ShadCN components. ��

This open-source library lets you drop beautifully recreated AI interface components straight into your own apps or CLI projects.

You'll find components for:
→ prompts & chat messages
→ tool calls
→ code diffs
→ permission dialogs
→ todo lists
→ slash commands
→ and much more...

Perfect if you're building AI apps, terminal UIs (TUIs), or CLI-based developer tools and don't want to build everything from scratch :)

Source 🔗: github(DOT)com/theswerd/brainless

Follow me for more amazing AI, Coding & Web Dev insights 💎

[elbert @ElbertChanShow]

@caiziboshi 人们都是活在自己的���觉里。

[elbert @ElbertChanShow]

@Saccc_c 后端能力怎么样呢？

[KIWI @kiwiflysky]

👍 强烈推荐 @xicilion 大佬的 Markdwon 插件 (https://t.co/fCAgfmUVUD) , 终于找到一个能让 plantuml 渲染的线条不打架人类可读的了。图一是插件渲染后的，图二是原版

[elbert @ElbertChanShow]

@yetone 晚了

[Matt Pocock @mattpocockuk]

Here's a step-by-step process to kill all the bloat from your Claude Code system prompt:

1. Run a proxy so you can see exactly what gets sent to Claude Code (included in the article)
2. "Fuck, there is so much cruft in there"
3. Use my settings.json to kill all the bloat

Down to a clean 13K tokens to start each session with. Nice.

Full process here:

https://t.co/Kie84HMe2A

[Matt Pocock @mattpocockuk]

mattpocock/skills v1.1 is out!

- /wayfinder helps you plan more ambitious work than ever
- /to-spec and /to-tickets replace /to-prd and /to-issues
- /implement + /code-review complete the whole lifecycle
- /research and /prototype help support wayfinder, or can be used independently
- Crucial fixes to /grill-me

Run npx skills@latest add mattpocock/skills to update!

[枫影 Justin Yan @MapleShadow]

博客更新: 为什么我用mattpocock/skills替代了superpowers

最近我用@mattpocockuk 的skills替代了之前在用的obra/superpowers，本文是我的一些想法。

https://t.co/IaMuvTZIaS

[elbert @ElbertChanShow]

@colinsarah1314 @mranti 我觉得这个模型很不错

[小盖 @xiaogaifun]

https://t.co/sshHthPn3R