每日简报

2026-05-24

Lum1104/Understand-Anything

TypeScript · ★ 21,622 · 🍴 1,934 · 📈 2,299 stars today

Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

中文介绍 把代码库转换为可交互的知识图谱,支持浏览、搜索和问答,帮助开发者快速理解项目结构、依赖关系与实现逻辑,适合接手陌生代码、代码审查和智能编程辅助场景。

anthropics/claude-plugins-official

Python · ★ 26,474 · 🍴 2,856 · 📈 2,193 stars today

Official, Anthropic-managed directory of high quality Claude Code Plugins.

中文介绍 官方维护的高质量插件目录,用于集中发现和管理智能编程工具插件,帮助开发者为代码助手扩展能力,适合团队统一工具来源、筛选可信插件和配置开发环境。

colbymchenry/codegraph

TypeScript · ★ 19,542 · 🍴 1,080 · 📈 2,456 stars today

Pre-indexed code knowledge graph for Claude Code, Codex, Cursor, OpenCode, and Hermes Agent — fewer tokens, fewer tool calls, 100% local

中文介绍 为代码库预先建立本地知识图谱,让编程助手用更少上下文和工具调用理解代码关系,适合大型项目检索、架构梳理、问题定位和本地隐私敏感的智能开发流程。

rohitg00/ai-engineering-from-scratch

Python · ★ 13,798 · 🍴 2,577 · 📈 1,521 stars today

Learn it. Build it. Ship it for others.

中文介绍 面向人工智能工程实践的从零学习项目,强调学习、构建并交付可用产品,适合想系统掌握模型应用、工程落地和产品化流程的开发者与学习者。

Fincept-Corporation/FinceptTerminal

Python · ★ 23,131 · 🍴 3,190 · 📈 545 stars today

FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.

中文介绍 现代金融终端应用,提供市场分析、投资研究和经济数据工具,支持交互式探索与数据驱动决策,适合投资研究人员、分析师和需要跟踪市场的金融从业者。

multica-ai/andrej-karpathy-skills

★ 149,683 · 🍴 15,349 · 📈 3,507 stars today

A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

中文介绍 通过一份配置文件改进代码助手行为,内容来自对大模型编程常见问题的观察总结,适合希望减少生成错误、规范协作方式和提升智能编码质量的开发者。

dotnet/skills

C# · ★ 2,751 · 🍴 209 · 📈 266 stars today

Repository for skills to assist AI coding agents with .NET and C#

中文介绍 为智能编程代理提供面向点网与井号语言开发的技能集合,帮助工具更好理解项目结构、代码惯例和常见任务,适合相关技术栈的编码、重构和排错场景。

ChromeDevTools/chrome-devtools-mcp

TypeScript · ★ 41,344 · 🍴 2,623 · 📈 435 stars today

Chrome DevTools for coding agents

中文介绍 把浏览器开发者工具能力提供给编程代理使用,使其能检查页面、调试前端、分析性能和定位问题,适合网页应用开发、自动化排错和本地页面验证流程。

Agentic Chat is Now Live on Venice

@AskVenice · 66.9K 粉丝 · 6.1M 阅 · 908 赞 · 103 转

Venice's default chat is now an agent that breaks complex tasks into steps, selects the right tool for each step, and delivers results across text, images, video, search, and more in a single

中文介绍 威尼斯默认聊天升级为智能体模式,可把复杂任务拆成步骤,自动选择文本、图像、视频、搜索等工具并整合结果,属于把多模态工具调用内置进聊天入口的产品更新。

20 AI Concepts You Must Understand in 2026

@sairahul1 · 101.3K 粉丝 · 5.2M 阅 · 1.9K 赞 · 309 转

Everyone uses AI. Almost nobody understands how it actually works. People throw around words like transformers, embeddings, RAG, agents, RLHF… …as if everyone already knows. Most don't. And

中文介绍 面向二零二六年普通用户梳理二十个核心人工智能概念,覆盖转换器、嵌入、检索增强生成、智能体、人工反馈强化学习等,重点是补齐常被挂在嘴边但多数人并不理解的基础知识。

How to Actually Set Up Claude. 40 Features Most Users Have Never Touched

@eng_khairallah1 · 57.6K 粉丝 · 1.8M 阅 · 730 赞 · 87 转

Most people download Claude and start typing questions immediately. Save this :) They treat it like a chatbot. They get decent answers. They think that is all it does. Meanwhile a small group of users

中文介绍 一份克劳德进阶设置教程,强调多数人只把它当聊天机器人用,实际还有约四十项功能未被触及;角度偏实用配置和能力挖掘,帮助用户从普通问答转向更系统的使用方式。

20 Claude Skills Most Builders Don't Know Exist

@sairahul1 · 101.3K 粉丝 · 908.0K 阅 · 506 赞 · 66 转

A prompt is a one-time thing. You write it. Claude uses it. The session ends. Next time you open Claude, it is gone. You write it again. Slightly different. Slightly worse. You spend the first five

中文介绍 介绍二十个多数开发者不了解的克劳德技能,核心问题是提示词只能单次使用、下次又要重写且效果漂移;重点转向可复用技能,把固定工作流沉淀成长期能力。

I built a Hermes Agent that makes $10k/mo with clipping pages while I sleep (full-guide)

@VadimStrizheus · 30.4K 粉丝 · 810.7K 阅 · 525 赞 · 28 转

Clippers are getting paid $1,000,000 a month right now. Not the streamers. The clippers. I built the agent stack to print clips while you sleep. Clipping, captioning, scheduling, posting. All of it

中文介绍 展示一个自动剪辑智能体堆栈,声称可处理剪辑、字幕、排期和发布,并围绕每月一万美元收益写完整指南;本质是内容切片变现工作流自动化,数字很吸睛但需谨慎看待。

The Claude Code Setup Behind Shopify's 23,000 Engineers (Exact Config You Can Copy)

@zodchiii · 18.2K 粉丝 · 656.8K 阅 · 505 赞 · 44 转

Shopify's 23,000 engineers are racing to automate 96% of their coding by Q3 this year. They run multiple Claude Code agents in parallel, each handling a different part of the codebase while engineers

中文介绍 拆解购物平台两万三千名工程师背后的克劳德代码配置,重点是多个代码智能体并行处理不同代码区域,并称目标是在第三季度自动化九成六编码任务,属于可复制工程流案例。

X API + Hermes via xurl skill

@XDevelopers · 682.5K 粉丝 · 207.6K 阅 · 569 赞 · 67 转

Hermes is an open-source AI agent from Nous Research that runs in your terminal. Out of the box it comes with a skill called xurl that lets the agent read and write to X on your behalf — posting,

中文介绍 介绍开源终端智能体赫尔墨斯与某社交平台接口的结合方式,内置链接技能可让智能体代用户读取和发布内容;重点是把社交平台操作接入命令行智能体工作流。

ECHO: Terminal Agents Learn World Models for Free

@DimitrisPapail · 26.9K 粉丝 · 197.5K 阅 · 524 赞 · 66 转

Co-written with @VaishShrivas We taught CLI agents to predict terminal responses during RL, alongside the usual GRPO loss on actions. The change is tiny: same rollout and forward pass, but stop

中文介绍 论文式分享名为回声的方法:训练命令行智能体时同时预测终端响应和动作损失,改动很小、复用同一次前向与轨迹,只在响应预测处停止梯度,目标是让智能体免费学到世界模型。

[AINews] All Model Labs are now Agent Labs

a quiet day lets us tie together a few quotes as all model labs become agent labs

中文介绍 潜空间称,各主要人工智能模型实验室正转向智能体实验室,行业关注点从单一模型能力扩展到可执行任务、调用工具和协同工作的智能体系统。

Google I/O showed how the path for AI-driven science is shifting

During Tuesday’s Google I/O keynote, Demis Hassabis, the CEO of Google DeepMind, proclaimed that we are currently “standing in the foothills of the singularity.” It was a striking statement—the singularity is the theoretical future moment when AI rapidly exceeds human intelligence and dramatically t

中文介绍 麻省理工科技评论称,谷歌开发者大会显示人工智能驱动科学的路径正在变化。谷歌深度思维首席执行官德米斯·哈萨比斯表示,人类正站在「奇点」山麓。

[AINews] New AI Infra unicorns: Exa, Modal, TurboPuffer

a quiet day lets us feature fundraises!

中文介绍 潜空间报道人工智能基础设施融资动态,指出埃克萨、莫达尔和涡轮缓冲等公司成为新的独角兽,反映资本继续流向模型应用所需的底层工具。

OpenAI named a Leader in enterprise coding agents by Gartner

OpenAI is named a leader in the 2026 Gartner Magic Quadrant for Enterprise AI Coding Agents, with Codex recognized for innovation and enterprise-scale deployment.

中文介绍 开放人工智能公司被加特纳列为二〇二六年企业人工智能编码智能体魔力象限领导者,其代码助手因创新能力和企业级规模化部署获得认可。

How Virgin Atlantic ships faster with Codex

How Virgin Atlantic used Codex to ship its revamped mobile app on a fixed holiday travel deadline, reaching near-total unit test coverage and zero P1 defects.

中文介绍 开放人工智能公司称,维珍大西洋使用代码助手在固定假日出行期限前交付新版移动应用,实现接近全覆盖的单元测试,并保持零个一级缺陷。

Iran War Live Updates: Trump Says Peace Deal Is Near

President Trump said Iran and the United States had “largely negotiated” an agreement “pertaining to PEACE.” Three senior Iranian officials said Tehran had agreed to a memorandum of understanding, but there was no public statement from Iran’s government.

中文摘要 特朗普称伊朗与美国已“大体谈妥”一项涉及和平的协议。三名伊朗高级官员表示,德黑兰已同意一份谅解备忘录,但伊朗政府尚未公开表态。

Romanian director Cristian Mungiu's 'Fjord' wins top prize at Cannes

Mungiu took home the prestigious Palme D'Or for his film Fjord, a culture-war drama set in Norway.

中文摘要 罗马尼亚导演克里斯蒂安·蒙吉乌凭影片《峡湾》获得戛纳电影节金棕榈奖。该片设定在挪威,主题涉及文化争议与社会分歧。

Britain Preparing for Mission That Could Clear Strait of Hormuz

At Gibraltar, at the tip of Spain, British forces are ready to deploy autonomous mine-hunting equipment if a peace agreement is achieved.

中文摘要 英国军方在西班牙南端直布罗陀准备部署自主扫雷设备。如和平协议达成,相关任务可能用于清理霍尔木兹海峡水雷。

Trump says a deal with Iran and opening of Strait of Hormuz are 'largely negotiated'

President Trump announced the unfinalized deal on social media after talks with Israel and other allies. It aims to end the war and includes two-month negotiations on Iran's nuclear program.

中文摘要 特朗普在与以色列及其他盟友磋商后称,对伊朗协议和重开霍尔木兹海峡已“大体谈妥”。方案旨在结束战争,并包括为期两个月的伊朗核问题谈判。

A Lull in Fighting Gave Time to Bury Their Dead

In the relative calm of the early days of a cease-fire, there were heart-rending scenes as people exhumed their loved ones from temporary graves and reburied them.

中文摘要 停火初期战斗相对平息,黎巴嫩部分民众得以处理遇难亲属后事。他们将亲人遗体从临时墓地迁出,并重新安葬。

The squeeze on Cuba now includes compensation lawsuits

American University professor William LeoGrande explains how the Supreme Court's decision to allow lawsuits seeking compensation for assets seized in the Cuban revolution to move forward fits in context of current political crisis on the island.

中文摘要 美国大学教授威廉·莱奥格兰德称,美国最高法院允许有关古巴革命期间被没收资产的赔偿诉讼继续推进,正与古巴当前政治危机相互叠加。

Severe global food crisis could come within the year, says UN agency

Maximo Torero, Chief Economist at The Food and Agriculture Organization of the United Nations, warns that the war in Iran is choking the global supply of fertilizer and a food crisis could follow within a year.

中文摘要 联合国粮农组织首席经济学家马克西莫·托雷罗警告,伊朗战争正在阻滞全球化肥供应,严重粮食危机可能在一年内出现。

Video shows Israeli 'double-tap strike' killed medics and a toddler in Lebanon

In Lebanon, an Israeli 'double tap' killed three medics and four others including a two-year-old girl. A neighbor's video shows what happened.

中文摘要 黎巴嫩一段邻居拍摄的视频显示,以色列一次“双击式袭击”造成三名医护人员和四名其他人员死亡,其中包括一名两岁女童。

U.S. Ebola Travel Ban Faces Criticism From Congo Health Officials

Kinshasa residents continue to pack markets, bars and public transportation, despite growing international concern about the spread of the virus.

中文摘要 美国针对埃博拉疫情实施旅行禁令,引发刚果卫生官员批评。尽管国际社会担忧病毒传播,金沙萨市场、酒吧和公共交通仍人流密集。

France Bans Israeli Minister Over Treatment of Detained Flotilla Activists

Itamar Ben-Gvir, the Israeli national security minister, has long drawn criticism for his hard-line statements and harsh policies against Palestinian prisoners.

中文摘要 法国禁止以色列国家安全部长伊塔马尔·本-格维尔入境,原因涉及被拘押船队活动人士待遇。其长期因强硬言论和对巴勒斯坦囚犯政策受批评。

What will Trump do next with Iran?

Three months since the start of its conflict with Iran, the Trump administration is oscillating between strike threats and diplomatic overtures. Neither path has yielded a clear resolution.

中文摘要 美国与伊朗冲突已持续三个月,特朗普政府在军事打击威胁与外交接触之间摇摆。两条路径目前均未带来明确解决方案。

Israeli Strikes Pummel Lebanon, Killing Medics Amid Fragile Truce

Saturday’s strikes damaged a main hospital in the Lebanese city of Tyre, as funerals for paramedics killed a day earlier were held.

中文摘要 以色列周六对黎巴嫩发动袭击,导致脆弱停火承压。袭击损坏黎巴嫩提尔市一所主要医院,当地同时为前一日遇难急救人员举行葬礼。

China mine death toll at least 82 after gas blast

Xi Jinping urges authorities to ‘spare no effort’ in rescue operation after explosion in northern Shanxi province At least 82 people have been killed in a gas explosion at a coalmine in northern China’s Shanxi province, in the country’s worst mining disaster in 17 years. The explosion happened on Fr

中文摘要 中国山西北部一座煤矿发生瓦斯爆炸,至少82人死亡,为该国17年来最严重矿难。习近平要求有关部门全力开展救援。

US warns Japan of severe delays in Tomahawk deliveries due to Iran war

Missiles could come two years late as Pentagon works to replenish stocks depleted in Middle East military campaign

中文摘要 美国警告日本,因五角大楼需补充中东军事行动消耗的库存,向日本交付“战斧”导弹可能严重延迟,最晚或推迟两年。

Delivery Hero reveals Uber takeover bid at €10bn valuation

German food group has also been approached by rival DoorDash, people familiar with the situation said

中文摘要 德国外卖平台Delivery Hero披露,优步曾提出按约100亿欧元估值收购该公司。知情人士称,竞争对手DoorDash也已接触该公司。

Starmer urges TNT to screen Champions League final for free

UK prime minister says football fans should not have to pay to watch Arsenal-PSG match next weekend

中文摘要 英国首相斯塔默呼吁TNT免费转播下周末阿森纳对巴黎圣日耳曼的欧冠决赛,称球迷不应为观看比赛付费。

US oil producers increase output to capture price surge from Iran war

Drilling expansion follows 40 per cent jump in cost from global supply crunch that has dented president’s approval ratings

中文摘要 伊朗战争引发全球供应紧张,油价成本上涨40%。美国石油生产商正扩大钻探和增产,以捕捉价格上涨带来的收益。

SpaceX, OpenAI and Anthropic IPOs set to test limits of AI boom

Elon Musk, Sam Altman and Dario Amodei battle over who can command Wall Street’s deepest pools of capital

中文摘要 SpaceX、OpenAI和Anthropic潜在上市将检验人工智能热潮的融资上限。马斯克、奥尔特曼和阿莫代伊争夺华尔街资本。

BYD’s long and winding road towards the F1 grid

Also in today’s newsletter: the ‘spygate’ scandal rocking English football

中文摘要 英国《金融时报》关注比亚迪迈向一级方程式赛场的进程,并提及英格兰足球界正在发酵的“间谍门”争议。

Swatch and Audemars Piguet’s collab provides a much-needed pop

The launch may not have gone quite according to plan, but such tie-ups are a good way to inject some buzz into the market

中文摘要 斯沃琪与爱彼推出联名产品,尽管发布过程未完全按计划进行,但此类合作被视为为手表市场注入关注度的方式。

US crime and mortality is declining fast — what can the rest of us learn?

America is making progress in driving down violent deaths and those from some dangerous diseases

中文摘要 美国犯罪率和死亡率快速下降,暴力死亡及部分危险疾病致死人数减少。文章探讨其他国家可从美国进展中借鉴的经验。

How the AI revolution has turbocharged M&A

Deals hit record highs, unloved companies turn sexy and PE finds a new gold mine

中文摘要 人工智能浪潮推动并购活动升温,交易规模创纪录,不受青睐的公司重新受到资本关注,私募股权也发现新的投资机会。

Federal Reserve Board announces it does not object to the conversion of United Texas Bank, of Dallas, Texas, from a bank supervised by the Federal Reserve to a national bank supervised by the Office of the Comptroller of the Currency

Federal Reserve Board announces it does not object to the conversion of United Texas Bank, of Dallas, Texas, from a bank supervised by the Federal Reserve to a national bank supervised by the Office of the Comptroller of the Currency

U.S. International Trade in Goods and Services, March 2026

The U.S. monthly international trade deficit increased in March 2026 according to the U.S. Bureau of Economic Analysis and the U.S. Census Bureau. The deficit increased from $57.8 billion in February (revised) to $60.3 billion in March, as imports increased more than exports. The goods deficit incre

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