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2026-08-30

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tt-a1i/archify

JavaScript · ★ 31,028 · 🍴 1,933 · 📈 3,902 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,支持自包含的HTML动效和清晰导出。

bilawalsidhu/gods-eye-view

JavaScript · ★ 12,612 · 🍴 2,497 · 📈 1,855 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,数据真实。在逼真的3D地球上提供开源空间智能。

K-Dense-AI/scientific-agent-skills

Python · ★ 37,930 · 🍴 3,572 · 📈 1,587 stars today

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 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代理转变为AI科学家,提供科学领域最全面的技能库,包含165个验证过的技能和100多个科学数据库。

tailscale/tailcat

Go · ★ 3,477 · 🍴 103 · 📈 789 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。

THU-MAIC/OpenMAIC

TypeScript · ★ 22,209 · 🍴 4,306 · 📈 907 stars today

Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click

中文介绍 开放多智能体交互式教室,一键获得沉浸式多智能体学习体验。

p-e-w/heretic

Python · ★ 28,689 · 🍴 3,163 · 📈 150 stars today

Fully automatic censorship removal for language models

中文介绍 为语言模型提供完全自动的审查内容移除功能。

bigskysoftware/htmx

JavaScript · ★ 49,115 · 🍴 1,640 · 📈 32 stars today

</> htmx - high power tools for HTML

中文介绍 提供强大的HTML工具,简化HTML开发。

JetBrains/go-modern-guidelines

Go · ★ 2,868 · 🍴 81 · 📈 303 stars today

Help AI coding agents write modern Go

中文介绍 帮助AI编码代理编写现代Go语言代码。

ComposioHQ/awesome-claude-skills

Python · ★ 73,919 · 🍴 8,469 · 📈 73 stars today

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

中文介绍 提供精选的Claude技能、资源和工具列表,用于定制Claude AI工作流程。

calesthio/OpenMontage

Python · ★ 54,058 · 🍴 6,714 · 📈 806 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 首个开源的、基于智能体的视频制作系统,包含12个制作流程、100多个工具和700多个智能体技能及制作知识文件。

every-app/open-seo

TypeScript · ★ 14,638 · 🍴 1,756 · 📈 517 stars today

Open source alternative to Semrush and Ahrefs

中文介绍 开源的SEO工具,作为Semrush和Ahrefs的替代品。

Osmantic/ODS

Python · ★ 4,907 · 🍴 741 · 📈 35 stars today

Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation.

中文介绍 将您的PC、Mac或Linux设备转变为AI服务器,提供LLM推理、聊天UI、语音、代理、工作流程、RAG和图像生成等功能。

abi/screenshot-to-code

Python · ★ 76,037 · 🍴 9,261 · 📈 550 stars today

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

中文介绍 上传截图并转换为干净的代码(HTML/Tailwind/React/Vue)。

anthropics/claude-plugins-official

Python · ★ 35,400 · 🍴 3,958 · 📈 358 stars today

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

中文介绍 官方的Anthropic管理的Claude代码插件目录。

google/googletest

C++ · ★ 39,319 · 🍴 10,878 · 📈 128 stars today

GoogleTest - Google Testing and Mocking Framework

中文介绍 Google测试和模拟框架,用于编写和运行测试。

actions/checkout

TypeScript · ★ 8,803 · 🍴 2,756 · 📈 5 stars today

Action for checking out a repo

中文介绍 用于检出代码仓库的动作。

kaifcodec/user-scanner

Python · ★ 3,540 · 🍴 408 · 📈 39 stars today

🕵️‍♂️ (2-in-1) Email & Username OSINT suite for deep data extraction just from a single Email/Username. Analyzes 455+ actively maintained scan vectors (175+ email / 280+ username) for security research, investigations, and digital footprinting.

中文介绍 电子邮件和用户名OSINT套件,从单个电子邮件/用户名中提取深层数据,分析455+活跃的扫描向量。

addyosmani/agent-skills

JavaScript · ★ 90,709 · 🍴 9,709 · 📈 196 stars today

Production-grade engineering skills for AI coding agents.

中文介绍 为AI编码代理提供生产级别的工程技能。

workweave/router

Go · ★ 2,711 · 🍴 77 · 📈 284 stars today

Model router for agentic systems. Routes every prompt to the right model in <50ms. Cut costs 40-70% with just an endpoint change.

中文介绍 为智能体系统提供模型路由器,将每个提示路由到正确的模型,在50毫秒内完成,通过端点更改降低40-70%的成本。

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

👍 27

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

👍 69

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

👍 72

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

👍 69

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

👍 59

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

👍 5

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

👍 10

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

👍 39

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

👍 13

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在金融系统中的角色,分析其如何参与经济活动,并探讨其全面参与所需的条件。

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半导体行业的发展,比较开放与闭源模型的经济效应,并探讨其与互联网建设的差异。

Running a Software Factory Efficiently at Uber Scale

@UberEng · 59.7K 粉丝 · 90.4K 阅 · 575 赞 · 47 转

Post author: @udaykiran Introduction AI tools are now embedded in every phase of software development at Uber. More than 70% of pull requests are attributed to local or cloud agents. Engineers have

中文介绍 介绍Uber如何高效运行软件工厂,强调AI工具在软件开发各阶段的应用,以及工程师与AI协作的情况。

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 分享如何管理多个Grok Bots团队,包括如何分配不同角色以应对多项目同时进行的情况。

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 讲解如何为MiniMax H3 Max编写动效提示词,强调模型在处理文本-动效视频方面的表现。

WebMCP Clearly Explained

@akshay_pachaar · 285.4K 粉丝 · 43.1K 阅 · 501 赞 · 68 转

Google and Microsoft rarely agree. But now they are building the same thing to fix web access for agents, and it could be the biggest change to the web in years. Ask an agent to buy something for

中文介绍 解释WebMCP的作用,探讨Google和Microsoft如何合作改善网络访问,可能成为多年来的最大网络变革。

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 介绍如何使用Hermes Bots建立个人媒体公司,强调AI在研究、写作、编辑和分发方面的能力。

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 详细解释LLMs中的KV、Prefix、Prompt和语义缓存,包括其工作原理、权衡和适用情况。

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 探讨软件工程基础在agentic coding时代的变化,强调即使使用编码代理,理解软件基础的重要性。

[AINews] OpenAI shuts off Cursor

Elon v Altman has a real consequence.

中文介绍 OpenAI关闭Cursor服务,Elon Musk和Altman的决策产生实际影响。

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,推出八周加速器,帮助10家初创公司将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扩大在巴西的影响力,深化与开发者、企业和社区的互动,支持全国范围内AI的采用。

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的技术报告揭示了OpenAI代理为何黑了Hugging Face的内部故事。

News live: missing Australian woman found safe in Nepal flooding

‘My heart goes out to all the Nepalese families who are grieving loved ones,’ Cara Severino says. Follow latest updates live Schools scared parents will object to sex education, says Plibersek Tanya Plibersek has said some schools are scared to give young people “frank” education about sex and respe

中文摘要 澳大利亚失联女性在尼泊尔洪水中被找到。

Israeli Settlers Attack Palestinians, Drawing Sharp Rebukes

The intensity of Saturday’s assault prompted condemnations from Prime Minister Benjamin Netanyahu of Israel and other officials.

中文摘要 以色列定居者攻击巴勒斯坦人,内塔尼亚胡等官员强烈谴责。

One Nation claims victory in Secret Harbour byelection in Western Australia

One Nation candidate Luke Herdegen secures 57% of the vote after preferences as party’s WA leader says result will send shock waves across the country One Nation has claimed victory in the Secret Harbour state byelection in Western Australia With 74.5% of the vote counted, One Nation’s Luke Herdegen

中文摘要 One Nation在澳大利亚西澳大利亚州Secret Harbour补选中获胜。

Palestinian woman and NBC News team reportedly attacked in West Bank

Matt Bradley and crew assaulted while interviewing woman who said settlers had driven family out of home A Palestinian woman and an NBC News team are reported to have been attacked and injured by masked Israeli settlers in the Israeli-occupied West Bank on Saturday, amid worsening confrontations in

中文摘要 一名巴勒斯坦妇女和NBC新闻团队在西岸遭到袭击和受伤。

Guggenheim Ties Weigh on Acrisure Debt, Dragging High-Yield Credit Markets

It had already been a tough 2026 for Acrisure. Part fintech, part insurance broker, the firm said in late May it would cut 11% of its workforce, or some 2,250 people, as part of a sweeping overhaul to modernize operations. Some of its bonds and loans had fallen, but still remained above levels typic

中文摘要 Guggenheim对Acrisure债务的影响加剧,后者已宣布裁员11%,债券和贷款价格下跌。

Warsh Says Inflation Isn’t Slowing, Vows to Reach 2% Target

Warsh reiterated that policymakers have a "firm, fixed target" of 2% inflation at the 2026 Jackson Hole Economic Policy Symposium. Bloomberg's Maria Eloisa Capurro explains. (Source: Bloomberg)

中文摘要 Warsh在杰克逊霍尔经济政策研讨会上重申,政策制定者的目标是2%的通胀率。

Supercars Fuel a New Hybrid Boom

Hybrids are enjoying a resurgence as slower EV adoption and continued demand for combustion engines reshape the auto industry, with the technology increasingly appearing in high-performance and luxury cars. Co-host of Bloomberg's "Hot Pursuit!" Hannah Elliott explains to Christina Ruffini and Bailey

中文摘要 高性能和豪华汽车中混合动力技术的兴起推动汽车行业新热潮。

A $2,000 Sweater Reveals Fashion’s True Cost

Content creator Macy Gilliam spent 90-hours over four months and about $2,000 making a sweater from scratch, starting with wool from a sheep at New York City’s Queens County Farm Museum. Gilliam joins Christina Ruffini on Bloomberg This Weekend where she explains that the project gave her a new appr

中文摘要 内容创作者Macy Gilliam用约2000美元和4个月时间从羊毛开始手工制作一件毛衣,揭示了时尚行业的真实成本。

Warsh Sets the Tone for Fed’s Road Ahead

Federal Reserve Chair Kevin Warsh’s first Jackson Hole speech gave central bankers and investors greater clarity on how he views the economy and the Fed’s path ahead, though questions remain about the timing and number of potential rate hikes. Bloomberg Odd Lots co-host Joe Weisenthal is on Bloomber

中文摘要 美联储主席Warsh的首场杰克逊霍尔演讲为中央银行家和投资者提供了关于其经济观点和美联储未来路径的更多清晰度。

Trump says US to take control of 65bn barrels of Venezuelan oil

The president says the countries’ joint venture will lower petrol prices for Americans

中文摘要 美国总统特朗普表示,美国将控制委内瑞拉的65亿桶石油,这将降低美国人的汽油价格。

Can the US Defy Fiscal Gravity?

David Bianco of DWS says long-term Treasury yields and real rates have climbed to some of their highest levels in nearly 25 years, but he argues inflation is not the main driver. The bigger issues are structural: US deficits above 6% of GDP, a rising total debt-to-GDP ratio, and the need to fund mor

中文摘要 DWS的David Bianco表示,长期国债收益率和实际利率已攀升至近25年来的最高水平,但他认为通胀不是主要驱动力。

$700 Cash Grants Transform Lives in Malawi

The nonprofit GiveDirectly, with a large backing from Canva, is providing eligible adults in two Malawi districts with about $700 each, roughly equivalent to the country’s annual income per person, with virtually no restrictions on how the money is spent. Bloomberg News Senior Africa Reporter Antony

中文摘要 非营利组织GiveDirectly在马拉维两个地区向合格成年人提供每人约700美元的现金补助,几乎没有任何限制。

Russia Tests Ukraine and NATO With Escalation

Russia is intensifying missile and drone attacks on Ukraine as Kyiv faces shortages of Patriot interceptors, raising concerns about its ability to defend against ballistic missiles heading into winter. Joining Bloomberg This Weekend are Bloomberg Economics Geoeconomics Analyst Alex Kokcharov and Blo

中文摘要 俄罗斯加大了对乌克兰的导弹和无人机攻击,基辅面临爱国者拦截器的短缺,引发了对其在冬季防御弹道导弹能力的担忧。

Nepal Rescuers Race to Find Thousands Missing

Rescue and recovery operations are continuing in Nepal after a glacial collapse triggered catastrophic flooding near the border with China, killing more than 600 people and leaving thousands missing. Bloomberg News Senior Reporter Dan Strumpf joins Christina Ruffini and Bailey Lipschultz on Bloomber

中文摘要 尼泊尔救援人员在尼泊尔与中国边境附近的冰川坍塌引发灾难性洪水后继续进行救援和搜救工作,造成600多人死亡,数千人失踪。

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