Fei

那个未来一定会来

[Claude @claudeai]

Introducing Claude Opus 4.7, our most capable Opus model yet.

It handles long-running tasks with more rigor, follows instructions more precisely, and verifies its own outputs before reporting back.

You can hand off your hardest work with less supervision.

[Fei @feiyang_ai]

AI 编码具备赌博成瘾的全部心理学特征。你以为你在赢，其实你在上瘾。

[Claude @claudeai]

1 million context window: Now generally available for Claude Opus 4.6 and Claude Sonnet 4.6.

[Fei @feiyang_ai]

丝滑

[Pavel Durov @durov]

All Telegram chatbots can now stream responses to users in real time — great for AI assistants.

[Sundar Pichai @sundarpichai]

Introducing Nano Banana 2, our best image model yet 🍌🍌

It uses Gemini’s understanding of the world and is powered by real-time information and images from web search. That means it can better reflect real-world conditions in high-fidelity.

Check out "Window Seat," a demo using Nano Banana 2’s world understanding to generate more accurate views from any window in the world, pulling live local weather info with 2K/4K specs. The precision is mind blowing.

Rolling out today as the new default in the @Geminiapp, Search (across 141 countries), and Flow + available in preview via @GoogleAIStudio and Vertex AI. Also available in Google @Antigravity.

[Elon Musk @elonmusk]

@tetsuoai Banger 🤣🤣

How dare they steal the stuff Anthropic stole from human coders??

[Z.ai @Zai_org]

Introducing GLM-5: From Vibe Coding to Agentic Engineering

GLM-5 is built for complex systems engineering and long-horizon agentic tasks. Compared to GLM-4.5, it scales from 355B params (32B active) to 744B (40B active), with pre-training data growing from 23T to 28.5T tokens.

Try it now: https://t.co/WCqWT0raFJ
Weights: https://t.co/DteNDHjSEh
Tech Blog: https://t.co/Wxn5ARTJxH
OpenRouter (Previously Pony Alpha): https://t.co/7Khf64Lxg6
Rolling out from Coding Plan Max users: https://t.co/Nk8Y98Il7s

[Fei @feiyang_ai]

非常好

[Developers @XDevelopers]

Officially launching X API Pay-Per-Use

The core of X developers are indie builders, early stage products, startups, and hobbyists

It’s time to open up our X API ecosystem and instill a new wave of next generation X apps

We’re so back. https://t.co/FS66GuIYJD

[OpenAI @OpenAI]

GPT-5.3-Codex is now available in Codex.

You can just build things.
https://t.co/dyBiIQXGx1

[Claude @claudeai]

Opus 4.6 is state-of-the-art on several evaluations including agentic coding, multi-discipline reasoning, knowledge work, and agentic search.

We're also shipping new features across Claude in Excel, Claude in PowerPoint, Claude Code, and our API to let Opus 4.6 do even more.

[Fei @feiyang_ai]

确实 Claude app 里已经出现 Opus 4.6 了

[Fei @feiyang_ai]

啊

[SpaceXAI @SpaceXAI]

One Team 🚀
https://t.co/8RWbk5jQIQ

[OpenAI Developers @OpenAIDevs]

What's new in the Codex app

🔀 Built-in worktrees
Enable multiple agents to work without conflicts
• Use isolated worktrees in same repository
• Review clean diffs and provide inline feedback

📋 Plan mode
Type /plan to go back and forth with Codex
• Create thorough plans before you start coding
• Iterate on your approach with the agent

🗣️ Personalities
Choose the interaction style that fits your vibe
• Use the /personality command across all surfaces
• Pick a pragmatic or conversational style

🚀 Skills
Connect the tools you already use and go beyond writing code
• Deploy to @Vercel, fetch from @Figma, manage @linear, and more
• Bundle your workflows into reusable skills

🔄 Automations
Delegate repetitive recurring tasks in the background
• Set up tasks for issue triage, failure reports, and more
• Combines skills and custom instructions to run on a schedule

Available on macOS, with Windows coming soon

To celebrate, Plus, Pro, Business, Enterprise, and Edu users have doubled rate limits across the Codex app, CLI, IDE extension, and cloud

Codex is also included in Free and Go plans for a limited time

https://t.co/cUtZ8D4jtB

[Fei @feiyang_ai]

又双叒改名了啊😆

[OpenClaw🦞 @openclaw]

The lobster has molted into its final form 🦞

Clawd → Moltbot → OpenClaw

100k+ GitHub stars. 2M visitors in a week.
And finally, a name that'll stick.

Your assistant. Your machine. Your rules.
https://t.co/d39LXKRE9h

[Fei @feiyang_ai]

给 Claude Code 写了一个自举的 Skill：/refine-skills

用 Skill 来迭代优化 Skill。

每次对话结束后输入这个命令，它会自动识别本次用到的 Skills，分析问题，直接修改，然后给你一份修改摘要。

核心逻辑很简单：让 Skill 在使用中持续进化，而不是写完就定型。

https://t.co/XNMjsg0Okn 如下，��走直接用。

---
name: refine-skills
description: 根据当前聊天上下文，迭代优化相关 Skills。当用户输入 /refine-skills 或提到「优化 Skill」「改进 Skill」「迭代 Skill」时触发。核心功能：(1) 识别本次对话涉及的 Skills，(2) 分析使用中的问题或改进点，(3) 直接编辑 Skill 文件应用优化，(4) 输出精炼的修改摘要。
---

# Refine Skills

根据当前聊天反馈，迭代优化相关 Skills。

## 流程

1. **识别**：列出本次对话涉及的 Skills（已调用或讨论的）
2. **读取**：用 Read 工具读取相关 `https://t.co/XNMjsg0Okn`
3. **分析**：对照下方设计原则，检查问题
4. **修正**：用 Edit 工具直接修改
5. **总结**：输出修改摘要

## Skill 设计原则

### 结构要求

```
skill-name/
├── https://t.co/XNMjsg0Okn (必需)
│ ├── frontmatter: name + description (必需)
│ └── 正文: 指令 (必需)
└── references/, scripts/, assets/ (可选)
```

### 核心原则

| 原则 | 要点 |
|------|------|
| 简洁至上 | 只写 Claude 不知道的；用简洁示例代替冗长解释 |
| 触发写在 description | 正文仅在触发后加载，触发条件必须在 frontmatter |
| 渐进式加载 | 大内容拆到 references/，按需读取；正文 < 500 行 |
| 祈使句 | 使用动词原形，如「读取文件」而非「应该读取文件」 |

### 常见问题

- description 缺少触发条件
- 正文中写「何时使用」（无效，触发前不加载）
- 冗余解释（Claude 已知的内容）
- 依赖外部 Skill（应自包含）

## 输出格式

```
## Skills 迭代报告

- **skill-name**
- 变更：具体改动
- 理由：一句话
```

[Fei @feiyang_ai]

现在每天都有有意思的东西出现，其实是人类很幸福的一段时期。但也不会太久。早晚一切都会充沛，好的坏的都会泛滥，那时候人类对此一定是麻木的。人的适应能力是很强的，新鲜感不会一直在。

[Fei @feiyang_ai]

应该问题不大。到时候会是一个怎样疯狂的世界。

[Emad @EMostaque]

Within two years the token cost of a Claude Code Max + Opus 4.5 experience, $200 a month, will be &lt; $1 a month.

[Fei @feiyang_ai]

“人类编写代码的时代已经结束了。”

[Ryan Dahl @rough__sea]

This has been said a thousand times before, but allow me to add my own voice: the era of humans writing code is over. Disturbing for those of us who identify as SWEs, but no less true. That's not to say SWEs don't have work to do, but writing syntax directly is not it.

[Fei @feiyang_ai]

比想象的低了些

[DAN KOE @thedankoe]

@JamesonCamp

[Fei @feiyang_ai]

这期太震撼了，Paul Rosolie 拍下未接触部落的 4K 影像，远不止是探险记录，更是为了获取法律铁证，因为只有证明那里有人，才能在法理上阻止石油公司进入。现在的亚马逊深处其实混杂着跨国毒贩的运输网，遍地是简易机场。Paul 为了卡住水路，买下了河口土地权，结果被毒枭列入了追杀名单。视频里展示的那种两米长竹箭，仅凭硬木倒刺就能射穿车门，实战案例里直接把人射了个对穿。看完你就懂了，现在的环保手段其实很现实，就是利用产权法搞土地封锁，再用比黑市更高的工资雇佣前偷猎者当巡逻员，本质上是一场围绕土地控制权的经济博弈。

Paul Rosolie: Uncontacted Tribes in the Amazon Jungle | Lex Fridman Podc... https://t.co/EomV8F0ztI 来自 @YouTube