每日简报

2026-08-29

← 历史归档

tt-a1i/archify

JavaScript · ★ 27,609 · 🍴 1,749 · 📈 4,562 stars today

Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export.

中文介绍 提供美观、可验证的架构、工作流程、序列、数据流和生命周期图的代理技能,生成包含动画和清晰导出的自包含HTML。适用于设计人员和开发者。

K-Dense-AI/scientific-agent-skills

Python · ★ 36,663 · 🍴 3,483 · 📈 720 stars today

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 175,000+ scientists worldwide. 163 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigrav

中文介绍 将任何AI代理转换为AI科学家,拥有175,000+科学家的使用记录,提供163个验证过的技能和100+科学数据库。适用于科研人员。

anthropics/claude-plugins-official

Python · ★ 35,049 · 🍴 3,937 · 📈 457 stars today

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

中文介绍 Anthropic管理的官方Claude代码插件目录,提供高质量插件。适用于使用Claude的用户。

bilawalsidhu/gods-eye-view

JavaScript · ★ 11,141 · 🍴 2,260 · 📈 3,829 stars today

A spy satellite simulator in your browser, except the data is real. Live open source spatial intelligence on a photorealistic 3D globe.

中文介绍 浏览器中的间谍卫星模拟器,提供真实数据,在逼真的3D地球上展示开源空间智能。适用于地理信息研究者。

abhigyanpatwari/GitNexus

TypeScript · ★ 46,168 · 🍴 5,102 · 📈 202 stars today

GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a git repository (Github, Gitlab, Azure, Local) or ZIP file, and get an interactive knowledge graph with a built in Graph RAG Agent. Perfect for code exp

中文介绍 GitNexus是一个零服务器代码智能引擎,客户端知识图谱创建工具,支持Git仓库。适用于开发人员。

JetBrains/go-modern-guidelines

Go · ★ 2,616 · 🍴 79 · 📈 574 stars today

Help AI coding agents write modern Go

中文介绍 帮助AI代码代理编写现代Go代码,提供编码指南。适用于Go语言开发者。

calesthio/OpenMontage

Python · ★ 53,355 · 🍴 6,653 · 📈 1,144 stars today

World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.

中文介绍 首个开源、基于代理的视频制作系统,拥有多个制作流程、工具和技能文件。适用于视频制作人员。

abi/screenshot-to-code

Python · ★ 75,587 · 🍴 9,222 · 📈 326 stars today

Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

中文介绍 将截图转换为干净的代码(HTML/Tailwind/React/Vue)。适用于前端开发者。

cursor/plugins

TypeScript · ★ 5,973 · 🍴 478 · 📈 246 stars today

Cursor plugin specification and official plugins

中文介绍 Cursor插件规范和官方插件。适用于Cursor用户。

freestylefly/awesome-gpt-image-2

JavaScript · ★ 24,288 · 🍴 2,400 · 📈 1,687 stars today

Prompt as Code | GPT-Image2 工业级提示词引擎与模板库,530+ 个案例逆向工程,20+ 套工业级模板,并提炼出Skills,持续更新中

中文介绍 GPT-Image2工业级提示词引擎与模板库,提供案例和模板。适用于AI图像处理开发者。

tailscale/tailcat

Go · ★ 2,748 · 🍴 74 · 📈 965 stars today

like netcat, but over Tailscale's data plane, without Tailscale's control plane

中文介绍 类似于netcat,但通过Tailscale的数据平面进行,无需Tailscale的控制平面。适用于网络工程师。

NationalSecurityAgency/ghidra

Java · ★ 73,350 · 🍴 8,013 · 📈 191 stars today

Ghidra is a software reverse engineering (SRE) framework

中文介绍 Ghidra是一个软件逆向工程框架。适用于逆向工程师。

swoole/typephp

PHP · ★ 818 · 🍴 39 · 📈 188 stars today

Compile PHP to Native Binaries

中文介绍 将PHP编译成原生二进制文件。适用于需要高性能PHP应用的开发者。

marin-community/marin

Python · ★ 2,905 · 🍴 240 · 📈 236 stars today

Open-source framework for the research and development of foundation models.

中文介绍 开源框架,用于基础模型的研究和开发。适用于AI研究人员和开发者。

tashfeenahmed/freellmapi

TypeScript · ★ 21,643 · 🍴 3,064 · 📈 433 stars today

7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints. All behind one /v1 endpoint, plus any custom OpenAI-compatible endpoint. Smart routing, automatic failover, encrypted keys. Personal experimentation only.

中文介绍 提供大量LLM提供商和模型端点,支持智能路由和自动故障转移。适用于需要大量语言模型API的开发者。

ChromeDevTools/chrome-devtools-mcp

TypeScript · ★ 49,979 · 🍴 3,503 · 📈 67 stars today

Chrome DevTools for coding agents

中文介绍 Chrome DevTools为代码代理提供开发工具。适用于开发人员。

rohitg00/ai-engineering-from-scratch

Python · ★ 50,634 · 🍴 8,780 · 📈 703 stars today

Learn it. Build it. Ship it for others.

中文介绍 从零开始学习、构建和部署AI项目。适用于AI工程学习者。

DietrichGebert/ponytail

JavaScript · ★ 115,409 · 🍴 6,312 · 📈 1,396 stars today

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

中文介绍 使AI代理像最懒惰的资深开发者一样思考,减少不必要的代码。适用于开发者。

google/googletest

C++ · ★ 39,182 · 🍴 10,873 · 📈 156 stars today

GoogleTest - Google Testing and Mocking Framework

中文介绍 Google的测试和模拟框架,提供单元测试和测试模拟功能。适用于软件开发者。

livekit/agents

Python · ★ 13,347 · 🍴 3,630 · 📈 22 stars today

A framework for building realtime voice AI agents 🤖🎙️📹

中文介绍 实时语音AI代理框架。适用于构建实时语音交互应用的开发者。

PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents

👍 25

Long-horizon agent runs generate experience that can improve both the current run and future work. Most self-improvement methods process this experience only after execution ends, so they cannot redirect the active run or immediately apply and validate lessons learned from it. We argue that self-imp

Thinking on Shots: Consistent Multi-Shot Video Editing with Agentic Reasoning

👍 4

While generative AI has significantly advanced video editing, existing methods primarily focus on single-shot or short video clips. Editing long videos with multiple instructions remains a formidable challenge. Naive chunking strategies, e.g., fixed-duration segmentation, often lead to entity fragme

TTPO: Test-Time Policy Optimization

👍 64

Recent prominent post-training methods, such as Reinforcement Learning (RL) and On-Policy Self-Distillation (OPSD), have driven rapid progress in mathematical reasoning for large language models, yet their reliance on ground-truth labels precludes test-time training (TTT). Replacing ground truth wit

UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City

👍 70

Multimodal large language models (MLLMs) can interpret a street view, but urban agency depends on whether such local evidence remains useful after the agent starts to move. In this paper, we investigate how far current MLLM agents can turn local urban perception into reliable action in a complicated

Self-OPD: On-Policy Distillation for Flow Matching Models without Teacher

👍 56

On-policy distillation (OPD), which leverages a pre-trained, specialized teacher model to provide dense supervisory signals, has achieved significant success in Large Language Models (LLMs) and has recently been adapted to flow matching models. However, this paradigm suffers from two major issues: F

What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents

👍 55

LLM agents increasingly rely on generated interaction data to learn how to interact with external environments. Agentic data generation must maintain consistency among environments, tasks, interactions, and success signals while producing experience that is useful rather than merely abundant. Existi

TacForcing: Streaming Action Generation with Execution-Time Tactile Feedback

👍 4

Contact-rich manipulation requires adapting to contact states that can evolve substantially within an action horizon. However, chunk-based vision-language-action models predict complete action chunks from observations collected before execution, leaving tactile conditioning stale during execution. E

Procedura: Agentic 3D Modeling with Procedural Control

👍 7

Native 3D generators now recover impressive mesh geometry from a single image. However, a dense mesh stays soft where a machined object should be sharp, it carries no part decomposition, and it exposes no parameter a user could edit. To address this, we explore the paradigm of 3D shape as code, leve

CaSKG: Counterfactual-Causal Skill Graphs for Scalable Agent Skill Retrieval

👍 5

Reusable skill libraries allow large language model (LLM) agents to reuse procedural knowledge across tasks, but they also turn memory access into a challenging retrieval problem. Full-library prompting preserves coverage at high context cost, vector retrieval returns compact neighborhoods but treat

Skill Issue: Are Skills Language-Invariant in LLMs?

👍 4

Large language models access knowledge inconsistently across languages, but to what extent do they differ in their skill sets when interacting with different languages? This work quantifies cross-lingual skill inconsistency orthogonally from knowledge and general benchmark performance. We do this vi

Prefix Sliding for efficient test-time scaling

👍 4

Test-time scaling uses extra test-time compute to improve performance, such as letting language models reason longer when solving a problem. As models keep the entire reasoning trace in memory via full attention, hard tasks that need long thinking can be prohibitively expensive. However, we find mos

GameWAM: A World Action Model for Video Games

👍 38

Modern video games combine first-person perception, rapid visual changes, persistent world state, and heterogeneous native controls. Existing game agents map visual and task context directly to actions but lack explicit world dynamics modeling, whereas interactive game world models predict visual fu

The Handoff Tax: Continuing Non-Native Trajectories in LLM Agents

👍 12

Coding agents perform long-running tasks spanning dozens of model calls, tool uses, and code edits. As these runs unfold, users face a practical cost-quality trade-off: escalating to a stronger model when a cheaper one struggles, or downshifting once the hard reasoning is complete. Each switch requi

FIRM-Video: Check Before You Score for Reliable Text-to-Video Reward Modeling

👍 3

Reliable reward models are essential for text-to-video evaluation and alignment. However, the trade-off between evaluation accuracy and inference efficiency places high demands on the quality of training supervision. Existing approaches often rely on holistic judges with fixed rubrics or open-ended

Pushing the Limits of High-Resolution Weather Forecasting through Data Scaling

👍 4

The development of 0.1^{circ} global weather forecasting models based on machine learning (ML) is constrained by the limited availability of high-resolution data, as decades of reanalysis are only available at 0.25^{circ} resolution. While existing approaches fine-tune 0.25^{circ} forecast models on

AiFi: The Financial System for AI

@coinbase · 7.2M 粉丝 · 347.3K 阅 · 503 赞 · 73 转

AI agents are becoming active participants in the economy. They research, make decisions, and take action on behalf of people and businesses. But to participate fully, they eventually need to do the

中文介绍 探讨AI金融系统,分析AI代理在经济中的角色与需求。

AI Semiconductor Endgame 2026 (III)

@fi56622380 · 71.3K 粉丝 · 158.0K 阅 · 598 赞 · 84 转

The next ARR growth engine after coding, the AI infra bubble, the Economics of open vs. closed source model Why is the AI semi buildout longer than the internet buildout? After coding, where does the

中文介绍 分析AI半导体发展,比较开放与封闭源模型的经济效应。

Odyssey Challenge Cinematic Guide

@imagine · 77.6K 粉丝 · 87.0K 阅 · 544 赞 · 73 转

It's been great to see everyone submit their Odyssey scene videos. Keep it up! The deadline for the Odyssey contest is August 31st. Meanwhile, here's a handy guide to help you get the most cinematic

中文介绍 发布Odyssey挑战赛视频指南,帮助创作者提升作品电影感。

How I run multiple teams of Grok Bots

@ericzakariasson · 84.2K 粉丝 · 70.4K 阅 · 580 赞 · 28 转

Most of the time I run my Grok Bots as separate chats. Coder in one, Writer in another, Researcher in a third. That's all fine until you need juggle couple of different projects at the same time. It

中文介绍 分享Grok Bots团队管理经验,解决多项目同时进行的问题。

How I write motion graphics prompts for MiniMax H3 Max

@ailker · 7.0K 粉丝 · 52.5K 阅 · 533 赞 · 43 转

Before we launched H3 Max on fal, we ran thousands of generations. During evals, what caught my attention most was how well the model handled text-motion videos. The base MiniMax H3 model is great at

中文介绍 介绍为MiniMax H3 Max编写运动图形提示的经验。

The Death of the Company

@PeterDiamandis · 413.8K 粉丝 · 50.3K 阅 · 578 赞 · 86 转

TLDR: Corporations as we know them are about to undergo radical transformation. We are at the precipice of the Organizational Singularity. Already 70% of CEOs admit they have a high-margin line of

中文介绍 探讨公司形态的变革,CEO们对组织奇点的看法。

How to Build a One-Person Media Company With Hermes Bots

@VibeMarketer_ · 39.6K 粉丝 · 38.7K 阅 · 597 赞 · 153 转

i built a team of six hermes bots that gives one person the research, writing, editing, and distribution capacity of a complete media company. most people use ai to write faster. that is useful, but

中文介绍 介绍使用Hermes Bots建立单人媒体公司的经验。

Intelligent transcription with Gemini 3.5 Transcribe

@GoogleAIStudio · 195.1K 粉丝 · 36.1K 阅 · 504 赞 · 44 转

Our latest speech-to-text model designed for precise and intelligent transcription. Today, we’re introducing Gemini 3.5 Transcribe, our most precise speech-to-text model yet, designed for intelligent

中文介绍 推出Gemini 3.5 Transcribe,提供更精确的语音转文字服务。

KV, Prefix, Prompt and Semantic Caching in LLMs, clearly explained

@_avichawla · 74.8K 粉丝 · 35.9K 阅 · 512 赞 · 69 转

Everything you need to understand where your input tokens are being recomputed and what to do about it. It covers the four cache layers from first principles, their trade-offs, what happens when they

中文介绍 解释LLMs中的KV、Prefix、Prompt和语义缓存机制。

How I Design with AI.

@reactiverobot · 411 粉丝 · 35.4K 阅 · 559 赞 · 32 转

As an engineer who is not a designer and hates slop. Every landing page, app and tui look the same. They're slop and most of them are incomprehensible. Here's how I de-slop my product design. 1.

中文介绍 分享使用AI进行产品设计的心得,提升产品易用性。

AI Engineering Skills Map: Software engineering fundamentals

@AndrewYNg · 1.8M 粉丝 · 30.4K 阅 · 529 赞 · 67 转

How have software engineering fundamentals changed with agentic coding? Even when you use a coding agent to write all your code, understanding software fundamentals is important for steering your

中文介绍 讨论AI工程技能图谱,软件工程基础在AI编程中的重要性。

Supporting Thailand’s next generation of AI startups

OpenAI and Thailand’s MHESI launch an eight-week accelerator helping 10 health, wellness, and education startups turn AI prototypes into trusted products.

中文介绍 OpenAI与泰国MHESI合作,启动为期八周的加速器,帮助10家健康、 wellness和教育初创公司将其AI原型转化为可信产品。

Expanding OpenAI’s presence in Brazil

OpenAI is expanding its presence in Brazil, deepening engagement with developers, businesses, and communities to support AI adoption across the country.

中文介绍 OpenAI正在扩大其在巴西的影响力,深化与开发者、企业和社区的互动,以支持全国范围内的AI采用。

The inside story on why OpenAI agents hacked Hugging Face

The models responsible for last month’s agent hack of Hugging Face had been inadvertently trained to cheat and to communicate with each other, according to an OpenAI technical report released today. The hack, which a group of agents undertook to find solutions for a cybersecurity test that they were

中文介绍 OpenAI技术报告揭示了OpenAI代理为何黑了Hugging Face。

Lovable CTO: The Future of SaaS Is Apps That Agents Can Use

Lovable is branching out from AI-powered web app creation and into MCP-powered ‘capabilities’. We talk to CTO Fabian Hedin.

中文介绍 Lovable CTO Fabian Hedin谈SaaS的未来:让代理能够使用的应用程序。

Nepal-Tibet flash flood: number of missing rises to 2,478; bodies recovered down rivers in India – latest updates

Nepal reverses earlier decision and says foreign teams will be allowed to help with rescue efforts ‘The flood took everything I have’: survivors grieve for relatives and homes swept away in Nepal Visual guide: how the deadly flooding unfolded Tell us: have you been affected by the flash floods? More

中文摘要 尼泊尔-西藏洪水,失踪人数上升至2478人,印度河流中发现遗体。

Live Updates: Scale of Flood Disaster Grows as Nepal Doubles Estimate of Missing

A spokeswoman for the Nepali disaster relief agency said the tally grew to 1,900 after some 900 people were reported missing from hydropower projects. Rescue efforts were complicated by fears of new flooding.

中文摘要 尼泊尔官员称,洪水导致失踪人数增至1900人,救援行动复杂。

US revises statements suggesting Chinese hackers attacked agencies

US Justice Department clarifies that the US Senate and Federal Reserve were targets but were not successfully hacked.

中文摘要 美国司法部澄清称,美国参议院和联邦储备银行是黑客攻击的目标,但未成功。

What tariffs will really cost Canadians and Americans

Households and businesses have become used to tariffs impacting the cost of living for more than year now, so what will change now?

中文摘要 关税将真正花费加拿大人和美国人多少钱。

Indian Bank Stocks Show Widest Exchange Price Gap in Decades

Shares of some Indian banks closed at sharply different prices on the country’s two largest exchanges on Thursday, the latest sign of dislocation under the new closing auction system.

中文摘要 印度银行股在两大交易所的收盘价出现数十年来的最大价差,显示出新收盘拍卖系统下的市场混乱。

Wall Street Week | Debt & Consequences, Defying Fiscal Gravity, Hollywood Gets Democratized

This week, Chrystia Freeland talks with the former finance ministers of the Netherlands and Germany about what it takes to bring spending under control. And, are US deficits now a bigger driver of interest rates than inflation? Plus, as Fed Chair Kevin Warsh makes his debut at the Jackson Hole Econo

中文摘要 本周,《华尔街一周》讨论了如何控制支出以及美国赤字是否已成为利率的主要驱动因素。

Former FDIC Chair Sheila Bair on Inflation, Regulatory Landscape

Former FDIC Chair Sheila Bair discusses inflation and the regulatory landscape in an interview with Romaine Bostick on "The Close." (Source: Bloomberg)

中文摘要 前FDIC主席希拉·贝尔在采访中讨论了通货膨胀和监管环境。

Guggenheim affiliate buys up debt linked to its asset management arm

Loan has been closely watched as a proxy for Mark Walter’s private-held investment firm

中文摘要 古根海姆子公司收购与其资产管理部门相关的债务,该贷款被视为马克·沃尔特私人投资公司的一个指标。

IMF's Georgieva on Warsh's Speech, 'Stubborn' Inflation

IMF Managing Director Kristalina Georgieva says Federal Reserve Chairman Kevin Warsh "did a great job" in his Jackson Hole speech. Speaking with Bloomberg's Lisa Abramowicz on "Bloomberg The Close." Georgieva also discusses recent inflation pressures and whether they reflect central bank failure or

中文摘要 IMF总裁克里斯塔利娜·乔治娃称赞美联储主席凯文·沃什在杰克逊霍尔会议上的发言,并讨论了近期通胀压力。

Iran War Hits 6 Month Mark

Bloomberg Businessweek looks back on the past six months of the US war with Iran, including how President Trump's timeline for the conflict has shifted as talks with Tehran remain mostly stalled. Bloomberg News White House and National Security Editor Michelle Jamrisko discusses how the war has evol

中文摘要 美国与伊朗的战争已持续六个月,特朗普的冲突时间表已有所调整,而与德黑兰的谈判大部分仍处于停滞状态。

Billionaire Gilinski, GeoPark Said to Be Near Venezuela Oil Deal

Colombia’s richest family is nearing a Venezuela oil deal in conjunction with GeoPark Ltd, a Bogota-based oil company in which it is the largest shareholder with a 28% stake, according to people familiar with the matter who asked for anonymity discussing confidential plans.

中文摘要 哥伦比亚最富有家族的GeoPark公司可能与委内瑞拉达成石油交易,GeoPark是其最大股东,持股28%。

Tariffs Could Bring Canada Auto "To Its Knees"

President Trump vowed this week to hike tariffs on Canadian cars, trucks, automotive parts, and steel to 50% at the start of next year as part of an ongoing trade war threat with the country. Linda Hasenfratz, Executive Chair of Linamar, says that after decades of free trade in automotives between h

中文摘要 特朗普誓言明年年初将提高对加拿大汽车、卡车、汽车零部件和钢材的关税至50%,这可能会给加拿大汽车业带来冲击。

Por qué EE.UU. está detrás de una parte del petróleo de Venezuela

Aunque Venezuela ya no es la gran potencia petrolera que fue en el pasado, el país cuenta con algunas de las mayores reservas de petróleo del mundo. Desde que Estados Unidos destituyó al entonces presidente venezolano Nicolás Maduro el 3 de enero, ha restablecido las relaciones diplomáticas y está c

中文摘要 尽管委内瑞拉不再是过去那样的大石油国,但该国仍拥有世界上一些最大的石油储备。自美国于1月3日罢免时任总统尼古拉斯·马杜罗以来,美国已恢复与该国的关系。

该源今日无内容。