TypeScript · ★ 35,716 · 🍴 2,865 · 📈 4,697 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 将任意代码转化为可交互的知识图谱，支持浏览、搜索和自然语言提问，帮助开发者快速理解复杂代码库。兼容 Claude Code、Codex、Cursor、Copilot 和 Gemini CLI 等主流 AI 编程工具。
JavaScript · ★ 194,313 · 🍴 29,961 · 📈 1,915 stars today
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
中文介绍 为 AI 编码代理提供性能优化系统，涵盖技能、本能、记忆与安全机制，采用研究驱动的开发模式。适用于 Claude Code、Codex、Opencode、Cursor 等平台，提升代理的可靠性与执行效率。
Python · ★ 20,670 · 🍴 3,444 · 📈 2,155 stars today
Learn it. Build it. Ship it for others.
中文介绍 一套从零开始学习 AI 工程化的实践指南，教程覆盖构建到发布的全流程，帮助开发者将 AI 应用快速交付给最终用户。
Python · ★ 16,643 · 🍴 1,952 · 📈 1,718 stars today
Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork
中文介绍 面向知识工作者的开源插件集，专为 Claude Cowork 协作模式设计，扩展 AI 在文档分析、信息整理与研究辅助等方面的能力。
Python · ★ 10,091 · 🍴 1,185 · 📈 880 stars today
754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 26 security domains · Apache 2.0
中文介绍 包含 754 条结构化网络安全技能，映射 MITRE ATT&CK、NIST CSF 2.0、MITRE ATLAS、D3FEND 和 NIST AI RMF 五大框架，供 AI 代理执行安全分析、威胁检测与响应任务使用。
★ 5,001 · 🍴 402 · 📈 539 stars today
A skill file for removing AI tells from prose
中文介绍 一个用于消除 AI 生成文本痕迹的技能文件，帮助写作者去除常见 AI 语言特征，使输出更自然、更像人类撰写。
Shell · ★ 21,584 · 🍴 1,735 · 📈 1,430 stars today
Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop
中文介绍 赋予 AI 模型更好的审美与文本鉴赏力，拦截无聊、套话式输出，提升生成内容的质量与原创性。
HTML · ★ 167,310 · 🍴 3,080 · 📈 1,219 stars today
DigitalPlat FreeDomain: Free Domain For Everyone
中文介绍 为每个人提供免费域名的平台，降低个人和小型项目的建站门槛。
C# · ★ 52,373 · 🍴 4,870 · 📈 83 stars today
The Free Software Media System - Server Backend & API
中文介绍 自由开源的媒体系统，提供完整的服务端后端与 API，用户可搭建私人影音中心，实现媒体管理与多端串流播放。
JavaScript · ★ 5,240 · 🍴 267 · 📈 731 stars today
Curated list of the best free apps for PC and mobile
中文介绍 精心筛选的免费 PC 与移动应用合集，覆盖各类常用工具与生产力应用，方便用户发现高质量免费软件。
TypeScript · ★ 46,842 · 🍴 6,651 · 📈 216 stars today
The open alternative to Salesforce, designed for AI.
中文介绍 开源的 Salesforce 替代方案，专为 AI 场景设计，提供现代化 CRM 核心功能与可扩展架构，适合企业进行客户关系管理。
TypeScript · ★ 12,088 · 🍴 1,625 · 📈 156 stars today
OpenStock is an open-source alternative to expensive market platforms. Track real-time prices, set personalized alerts, and explore detailed company insights — built openly, for everyone, forever free.
中文介绍 开源金融市场数据平台，提供实时股价追踪、个性化涨跌提醒和详细公司洞察，旨在替代昂贵的商业行情终端，永久免费开放。
TypeScript · ★ 78,628 · 🍴 6,766 · 📈 352 stars today
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
中文介绍 为 AI 代理实现跨会话的持久化上下文记忆，记录每次会话的全部行为，利用 AI 压缩后再注入后续对话。支持 Claude、Codex 等多种代理。
Python · ★ 3,475 · 🍴 249 · 📈 170 stars today
A contact solver for physics-based simulations involving 👚 shells, 🪵 solids and 🪢 rods.
中文介绍 面向物理仿真场景的接触求解器，专门处理壳、固体和杆等柔性‑刚性体组合的碰撞与摩擦计算，用于图形学或工程模拟。
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Reinforcement learning with verifiable rewards (RLVR) has driven breakthroughs in domains such as math, tool-use, and software engineering, yet its extension to computer-use agents (CUAs) has been bottlenecked by the scarcity of scalable training data with deterministic rewards. Constructing such da
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Transformer-based large language models are increasingly used for long-horizon tasks; however, their attention mechanism scales poorly with context length. To handle this, we study a sleep-like consolidation mechanism in which a model periodically converts recent context into persistent fast weights
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While AI agents demonstrate remarkable capabilities in reasoning and tool use, they remain fundamentally reactive: they compute responses only after explicit user prompts. This paradigm ignores a critical opportunity: the idle time between interactions is largely wasted, leaving agents unable to pre
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In this paper, we introduce InstructSAM, a unified and streamlined framework designed for multi-instance segmentation under arbitrary instructions. We formulates instruction-driven instance segmentation as a set-structured query prediction problem and propose an explicit reasoning-to-instance query
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Current video-to-4D methods struggle with complex topology changes, transparent materials, thin structures, and inner surfaces. We present Helix4D, a dynamic mesh generation framework by inheriting the expressive representation of Trellis2, adapting it from image-to-3D to video-conditioned 4D genera
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Sparse-view 3D reconstruction is increasingly addressed with feed-forward splatting networks that predict explicit primitives directly from images. Yet most existing methods remain centered on Gaussian primitives and expose surfaces only indirectly: extracting a usable mesh for downstream simulation
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Large language model agents are increasingly envisioned as always-on personal assistants with access to anything relevant in the user's digital world. Yet current systems operate over only narrow slices of that world, limiting context-sensitive reasoning and effective assistance. Existing benchmarks
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Sparse encoders offer high-precision retrieval by representing term importance within a vocabulary space, yet their English-centric structures pose a critical impediment to language transfer for non-English languages. To overcome this structural limitation, we propose SemBridge, a novel embedding in
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Multimodal modeling represents a vital step from modality-agnostic reasoning toward world modeling. While early approaches predominantly rely on late-fusion that assembles encoders and frozen language backbones with output heads, recent efforts have shifted the paradigm toward native multimodal mode
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Reward hacking arises when a model improves a proxy reward by exploiting shortcuts rather than solving the intended task. We study this failure mode through the geometry of reinforcement learning updates in language models and argue that hacking emerges when optimization drifts away from a stable lo
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Mobile GUI agents powered by large language models have progressed rapidly, creating urgent needs for realistic and comprehensive evaluation. Existing benchmarks prioritize reproducibility but are often limited to open-source apps or file-operation tasks for the difficulty of constructing rewards on
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Long-form image captioning exposes a reward granularity problem in RL: captions are judged as whole sequences, while the important errors occur at the level of individual visual claims. A good dense caption should be both faithful and informative, avoiding hallucination without omitting salient deta
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CLI agents are the closest thing language models have to an embodied setting: the model emits commands, the terminal executes them, and the returned stream -- stdout, errors, files, logs, and traces -- records the consequences. We argue that this stream is a supervision signal, but standard agent RL
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Large Language Model (LLM) agents are increasingly improved through interaction, yet most self-evolution methods adapt either the policy or the learning environment in isolation. We identify this structural gap as Agent-Environment Misalignment: the agent's capability frontier changes during trainin
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Recently, Reinforcement Learning with Verifiable Rewards (RLVR) and Test-Time Scaling (TTS) have advanced LLM code generation through executable verification. Yet Ground-Truth Unit Tests (GT UTs) remain a bottleneck: SOTA RLVR methods require them for costly training, while existing TTS methods lose
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Online 3D reconstruction requires estimating camera pose and scene geometry under strict causal and bounded-memory constraints. Existing methods often suffer from drift, jitter, or collapse on long sequences. We trace these failures to a fundamental mismatch. Streaming geometry is inherently tempora
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Large Reasoning Models (LRMs) exhibit backtracking and self-verification mechanisms that enable them to revise intermediate steps and reach correct solutions, yielding strong performance on complex logical benchmarks. We hypothesize that such behaviors are beneficial only when the model has sufficie
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Large language model (LLM) agents accumulate rich episodic trajectories while solving real-world tasks, but it remains unclear whether such experience can be distilled into reusable procedural skills. We introduce SkillEvolBench, a diagnostic benchmark for evaluating this step from experience reuse
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Deep research agents extend the role of search engines from retrieving keyword-matched pages to synthesizing knowledge, fundamentally changing how humans interact with information. However, frontier systems remain proprietary, while existing open agents often generalize poorly across different task
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Autonomous agents are moving from tools into a layer of social infrastructure: they browse, purchase, deploy software, manage systems, and increasingly interact with one another. As these systems scale, the bottleneck shifts away from raw model capability toward coordination. Agents need to form rel
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Current motion-controlled image-to-video generation models rigidly follow user-provided trajectories that are often sparse, imprecise, and causally incomplete. Such reliance often yields unnatural or implausible outcomes, especially by missing secondary causal consequences. To address this, we intro
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Temporal credit assignment in reinforcement learning has long been a central challenge. Inspired by the multi-timescale encoding of the dopamine system in neurobiology, recent research has sought to introduce multiple discount factors into Actor-Critic architectures, such as Proximal Policy Optimiza
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Efficient attention algorithms are critical to mitigate the quadratic cost of attention in long-context workloads. Prior work utilises block-scaled quantisation techniques on Blackwell GPUs to move attention computation to 4-bit precision to accelerate inference. However, these techniques result in
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As large language model (LLM)-based agents increasingly participate in online discourse, red-teaming their capacity to support political influence campaigns is critical for information integrity. In pursuit of this goal, we focus on locally deployed open-source LLMs, as opposed to frontier API-only
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As interactive LLM-based applications are created and refined, model developers need to evaluate the quality of generated text along many possible axes. For simpler systems, human evaluation may be practical, but in complicated systems like conversational chatbots, the amount of generated text can o
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Transportation safety analysis requires integrating crash records, roadway attributes, and geospatial data through GIS-based workflows, but access remains uneven across agencies and community stakeholders. Technical prerequisites create a gap between analytical tools central to safety planning and t
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Communication enables coordination in multi-agent reinforcement learning (MARL), but many real-world applications, e.g., search-and-rescue with drone swarms, operate under severe bandwidth constraints. Many communication architectures still expose a coupled bottleneck in which a shared latent repres
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Training large multimodal models (LMMs) via reinforcement learning (RL) to natively invoke video-processing tools (e.g., cropping) has become a promising route to long-video understanding. However, existing native-RL methods dispatch tool calls sequentially (i.e., one per turn): a single wrong crop
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Memory is a fundamental component for enabling long-context LLM agents, supporting persistent state across interactions through a continuous serve-and-update lifecycle. Despite substantial prior work, existing systems suffer from significant maintenance overhead due to two key limitations: coarse-gr
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Unified multimodal understanding and generation models enable richer human-AI interaction. Yet jointly customizing a character's persona, dialogue style, and visual identity while maintaining output consistency across modalities remains largely unexplored. To mitigate this gap, we introduce a new ta
@sairahul1 · 106.0K 粉丝 · 2.1M 阅 · 1.1K 赞 · 147 转
I thought I was using AI to code. I was actually just typing faster. Here is the difference — and the 7-agent system that changed everything. Save this. It will save you months. THE PROBLEM NOBODY
中文介绍 用 Claude Code 搭建了一个7-agent 系统，将编程从「打字更快」升级为可自动发布功能的软件工厂，并对比了单纯 AI 辅助编码与自主代理协作的本质区别，节省数月摸索时间。
@sairahul1 · 106.0K 粉丝 · 203.2K 阅 · 500 赞 · 82 转
Everyone is talking about AI agents in 2026. Most people have no idea how they actually work. This changes today. I spent weeks distilling everything: courses, books, real builds, production failures.
中文介绍 在2026年 AI Agent 热议背景下，博主整理了一份完整课程，浓缩了课程、书籍、真实构建案例及生产故障经验，旨在帮助理解 Agent 的实际工作原理，而非空谈理论。
@cyrilXBT · 179.9K 粉丝 · 127.8K 阅 · 533 赞 · 80 转
Most people start their day the same way. They open Twitter and spend 20 minutes scrolling through noise looking for the three things that actually matter. They open their email and get pulled into
中文介绍 分享如何用 Claude 搭建一个研究代理，每天早晨自动阅读互联网内容，5分钟内生成要点简报，用自动化方式替代日常刷推与邮件的信息过载。
@poteto · 26.6K 粉丝 · 86.5K 阅 · 540 赞 · 48 转
I need to get something off my chest. Before my interview @cursor_ai, I had never actually used Cursor. At Meta, Claude Code was explosively taking off. I even paid for a personal $200 a month plan
中文介绍 博主坦言在面试 Cursor 之前从未使用过它，此前在 Meta 使用 Claude Code 并每月自费200美元，从个人经历出发对比两大 AI 编码工具的实际体验。
@TheAhmadOsman · 59.9K 粉丝 · 54.5K 阅 · 512 赞 · 65 转
At some point, reading about LLMs stops being enough. You need to build the stack yourself: Tokenizer first, then embeddings, position, attention, Transformer blocks, objectives, decoding, cache, long
中文介绍 提供2026版逐步构建 LLM 的工程实践教程，按次序从分词器、嵌入、位置编码、注意力、Transformer 块、目标函数、解码、缓存到长序列，强调动手搭建完整栈远胜于阅读。
@hansolar21 · 30.1K 粉丝 · 50.8K 阅 · 500 赞 · 82 转
tldr: Korea is already being repriced as an AI memory market. But I think the next leg could be Physical AI: robots, actuators, reducers, and the boring precision-machining companies sitting
中文介绍 分析韩国 AI 投资方向：AI 存储已被重新定价，下一个增长点可能在物理 AI，关注机器人、执行器、减速器和精密机械零部件公司，为相关资产布局提供视角。
@difflawb · 20.3K 粉丝 · 21.9K 阅 · 1.1K 赞 · 389 转
How a 40-line shell script became infrastructure In August 2024, Andrej Karpathy — co-founder of OpenAI, former AI Director at Tesla — published something unexpectedly small. Not a paper. Not a model.
中文介绍 讲述 Andrej Karpathy 在2024年8月发布的一个40行 shell 脚本如何从小代码片段演变成关键基础设施，证明简单工具也能引发 AI 工作流的巨大改变。
@0xileri · 7.3K 粉丝 · 12.2K 阅 · 533 赞 · 63 转
I’ve been getting a lot of DMs since I started posting AI videos, so I figured I’d just write it all out. Fair warning: I’m still learning too. This is just what’s been working for me. tools
中文介绍 因收到大量私信咨询，博主整理了自己制作 AI 视频的工具组合与创作流程，坦诚仍在学习，为想入门的初学者提供一套切实可用的新手指导。
@ActionModelAI · 57.1K 粉丝 · 5.8K 阅 · 505 赞 · 344 转
We are witnessing the beginning of the biggest economic shift in modern history. And most people still don’t realize it. AI replacement is no longer some distant sci-fi prediction. It has started.
中文介绍 指出 AI 替代人类工作已经正式启动，这是现代史上最大的经济转变，并非科幻预言；大多数人对这场已发生的变革仍毫无察觉。
Amid rapidly growing adoption of enterprise-level AI agents, there’s a disconnect emerging between ambition and execution. Although 85% of organizations say they want to be agentic within the next three years, 76% say their current operations and infrastructure can’t support that change. They cite a
Haven’t you heard? White-collar jobs are going away, decimated by AI. Waves of layoffs in the tech sector (most recently at Coinbase and Meta and Cisco) are said to presage what will soon come for all of us knowledge workers. But before you quit your job as a software developer or financial analyst—
Artificial intelligence has not so far produced a clean story of mass unemployment. Aggregate employment in developed countries remains broadly stable, and recent assessments have found limited evidence that AI has shifted the headline numbers. But a troubling change may be hiding beneath the surfac
OpenAI partners with Grupo Folha and Grupo UOL to bring trusted Brazilian journalism to ChatGPT, expanding access to news with attribution and transparency.
a quiet day lets us tie together a few quotes as all model labs become agent labs
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
a quiet day lets us feature fundraises!
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.
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.
本周市场呈现显著分化：美股主要指数ETF（SPY、QQQ）连续走强，多头排列清晰，但RSI均已超买，且QQQ与SPY出现MACD死叉暗示短期动能放缓。科技股内部分化明显，AAPL 日线金叉领涨，META 则呈空头排列。加密市场恐慌贪婪指数仅25（极度恐慌），总市值2.62T美元（24h -1.44%），BTC主导率58%，BTC与ETH双双跌破关键均线，空头结构压制。中概股普遍承压，BABA、PDD、腾讯控股（0700.HK）均受制于空头排列，腾讯RSI逼近超卖。商品方面，黄金期货RSI回落至40，WTI原油单日跌3.5%且一周重挫近15%，MACD死叉；外汇市场美元指数多头排列，美元/人民币延续空头趋势。整体市场风险偏好与防御情绪并存。
股价308.33美元，RSI(14)报77.4处于超买区。价格站稳SMA20（291.38）、SMA50（271.72）及SMA200（261.99）之上，多头排列明确。MACD线（10.09）上穿信号线（9.21），金叉形态且柱状图转正。近5日上涨3.52%，距52周高点仅-1.12%，动能偏强。
现价75846美元，位于SMA20（78556）、SMA50（77077）及SMA200（80268）下方，空头排列成型。RSI(14)为42.8偏弱。MACD线（-319.32）远低于信号线（122.35），死叉延续，负向柱状图扩大。近5日跌2.18%，较52周高回撤39.9%，技术面承压。
股价416.03美元与SMA20（416.17）几乎重合，位于SMA50（400.85）上方但受SMA200（459.88）压制，均线交织。RSI(14)为52.3，完全中性。MACD线（3.41）在信号线（3.99）下形成死叉，无明确方向。近5日微跌1.77%，短期缺乏趋势动能。
现价2074.43美元，连续低于SMA20（2196.92）、SMA50（2263.40）和SMA200（2534.00），空头排列显著。RSI(14)报36，逼近超卖。MACD死叉持续，DIF线-53.58仍低于DEA-42.00，负动能加深。近5日跌2.67%，距52周高回撤58.12%，弱势格局。
收益率4.49%，站稳SMA20（4.47%）、SMA50（4.37%）及SMA200（4.20%）之上，典型多头排列。RSI(14)为53.6中性偏强。MACD线（0.0649）上穿信号线（0.0623），金叉信号明确。尽管近5日回落2.81%，但均线体系仍支撑多头结构。
VIX 恐慌指数
10Y 美债收益率 (%)
美元指数 DXY
S&P 500 ETF
Nasdaq 100 ETF
Apple
Microsoft
Nvidia
Alphabet
Tesla
Meta
Bitcoin
Ethereum
Solana
阿里巴巴 (BABA)
拼多多 (PDD)
京东 (JD)
腾讯控股 (0700.HK)
黄金期货
WTI 原油期货
美元 / 人民币
本报告仅为技术指标状态解读，不构成投资建议。所有技术指标均基于历史价格计算，过去走势不代表未来表现，请结合基本面、市场环境等因素综合判断。本内容仅供技术指标解读参考。
Deputy Liberal leader says government should allow CGT changes to be scrutinised through a Senate inquiry. Follow today’s news live Get our breaking news email, free app or daily news podcast Syrian children should be treated ‘sensitively and gently’, Ryan says Independent MP Monique Ryan says the w
中文摘要 澳大利亚副自由党领袖休姆指责工党计划与绿党合作，在参议院强行推动资本利得税改革，并呼吁应先通过参议院调查进行审查。
The director of Britain’s electronic surveillance agency warns that Russia is only getting more brazen as battlefield losses in Ukraine mount.
中文摘要 英国电子监控机构负责人警告，随着俄罗斯在乌克兰战场损失增加，其行为正变得更加肆无忌惮。
Iran has warned that it would retaliate after American military forces attacked sites near the Strait of Hormuz.
中文摘要 美国官员称，美方在再度对伊朗境内目标发动打击前收到威胁，伊朗此前警告将在美军攻击霍尔木兹海峡附近地点后实施报复。
Al Jazeera’s @avawarrinerr explores the rise of the Cockroach Janta Party.
中文摘要 半岛电视台视频探讨了「蟑螂民众党」的兴起，并讨论该现象是否对莫迪政府构成威胁。
Several injured people have been transported to hospitals to be treated for chemical burns.
中文摘要 美国华盛顿州发生化学品储罐破裂事故，造成多人死亡，多名伤者因化学烧伤被送往医院救治。
Authorities in Britain and France warned that “unprecedented” temperatures — at a time when few expected them — could persist. Climate change has made heat waves more frequent and more intense.
中文摘要 英国、西班牙和法国遭遇破纪录的春季热浪，当局警告「前所未有的」高温可能持续，气候变化使热浪更频繁且更强烈。
Dong Guangping, 68, fled China at least three other times but was always sent back. His friends hope things might be different this time.
中文摘要 68岁中国异见人士董广平乘橡皮艇逃离中国，在韩国登陆。他曾至少三次逃往国外但均被遣返，朋友希望这次情况有所不同。
The 36-year-old, named in the French news media as David G., is among more than 70 employees at schools in the capital who have been recently suspended or fired over allegations of sexual abuse and other misconduct.
中文摘要 巴黎一名36岁学校员工因虐待儿童受审，他是首都超过70名因性虐待及其他不当行为被停职或解雇的雇员之一。
New videos show widespread destruction in Maarakeh following deadly Israeli strikes across southern Lebanon.
中文摘要 新视频显示以色列对黎巴嫩南部马尔阿克发动致命空袭后，当地遭受广泛破坏。
The country has always stood apart from the continent. Then President Trump started threatening Greenland.
中文摘要 冰岛历来与欧洲大陆保持距离，但由于特朗普总统开始威胁格陵兰，该国对欧洲的态度有所升温。
The minibus, carrying nine people, drove through closed crossing barriers during the morning rush hour.
中文摘要 比利时一辆载有9人的小巴在早高峰闯过已关闭的道口护栏，与火车相撞，造成4人死亡。
Climber carries kite with Palestinian children’s dreams to Everest summit
中文摘要 一名登山者将写有巴勒斯坦儿童梦想的风筝携带至珠穆朗玛峰峰顶。
The warnings came after U.S. forces struck military sites in Iran. Secretary of State Marco Rubio said on Tuesday that negotiations to end the war were continuing.
中文摘要 在美国军队打击伊朗军事目标后，伊朗威胁恢复对美打击。美国国务卿鲁比奥称，结束战争的谈判仍在继续。
Extreme early summer event across western Europe also brings highest temperatures for month in UK and Ireland Seven people have died in France in an extreme early summer heat event affecting a swathe of western Europe, with record high temperatures for May recorded for a second day in several countr
中文摘要 西欧极端早热事件中，法国有7人死亡，英国和爱尔兰也创下5月最高气温纪录，多国刷新当月高温纪录。
This live blog is now closed. For the latest, read our full report: Iran remains in peace talks despite first US strikes since ceasefire Iranian supreme leader Mojtaba Khamenei said on his Telegram channel that Gulf powers will no longer be a shield for US bases and the US will no longer have a safe
中文摘要 伊朗外交部指责美国夜间空袭破坏停火。伊朗最高领袖哈梅内伊在Telegram频道上表示，海湾国家将不再作为美军基地的庇护。
BP declined to comment on whether bullying behaviour was part of the reason for his immediate dismissal.
中文摘要 英国石油BP董事长曼尼福德因被指「霸凌」和「专横」行为遭立即免职，公司未予置评。
Gold held a loss, as fresh clashes in the Persian Gulf weighed on hopes for a US-Iran peace deal and reinforced concerns that inflation could keep interest rates higher for longer.
The advertising watchdog said the adverts featuring top footballers had a strong appeal to under-18s.
中文摘要 英国广告监管机构禁止了Instagram上含有球星凯恩和哈兰德的博彩广告，因认定其对未成年人具有强烈吸引力。
The new Luce model has divided opinion on social media, and comes despite intense pressure from Chinese EV makers.
中文摘要 法拉利发布首款纯电车型Luce后股价重挫，市场对设计评价两极，发布正值中国电动车企施加激烈竞争之际。
A household using a typical amount of gas and electricity is forecast to pay about £200 more a year.
中文摘要 因伊朗战争影响，普通家庭年度能源账单预计将增加约200英镑，为冲突成本首次传导至家庭能源价格。
The Securities and Exchange Commission is mulling changes to decades-old rules that prohibit companies from certain communications during the going-public process, as the Wall Street regulator looks to boost initial public offerings.
中文摘要 美国证交会考虑修改数十年历史的「抢跑」规则，放松公司在上市过程中的沟通限制，以促进更多首次公开募股。
President Donald Trump backed the Commodity Futures Trading Commission as the sole regulator of prediction markets, siding with the agency amid a growing legal fight with states over the multibillion-dollar industry.
中文摘要 特朗普总统支持商品期货交易委员会作为预测市场唯一监管机构，在该数十亿美元产业与各州的法律争端中选边站。
FTSE Russell adopted a rule change that will speed the addition of newly listed large-cap companies to its main indexes, weeks ahead of SpaceX’s expected record-breaking initial public offering.
中文摘要 富时罗素修改规则，将加快新上市大盘股纳入其主要指数，为SpaceX预期创纪录的首次公开募股铺平道路。
Asian stocks were set to edge higher Wednesday in a sign traders were clinging to expectations the US and Iran will sign a peace deal even as military strikes in the Persian Gulf persisted.
中文摘要 亚洲股市预计在交易员对美伊将签署和平协议的预期下小幅走高，尽管波斯湾军事打击仍在持续。
Campaigners welcome the move but say passengers are mostly worried about train fares and delays.
中文摘要 英国政府计划改善数百列火车的WiFi服务，但乘客更关心的仍是票价和延误问题。
Oil was little changed in early Asian trading, as the US touted progress toward a peace deal with Iran despite fresh hostilities and uncertainty over the vital Strait of Hormuz.
中文摘要 油价在亚洲早盘交易中基本持稳，美国称在与伊朗的和平协议上取得进展，尽管霍尔木兹海峡紧张局势未解。
Hands-on approach was viewed as aggressive by several colleagues at UK oil major
中文摘要 英国石油以「霸凌」指控为由解除董事长曼尼福德的职务，其亲力亲为的方式被多位同事视为激进。
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之前一直在调整自己的Coding工作流，现在基本稳定成了一套组合： Cursor(Cursor++) + ACE + smart-search-cli + grill-me + Trellis + 其余MCP 之前使用的路径是： 孙佬的多模型协作 Workflow ↓ 风佬的 ccg ↓ Vibe-Skills ↓ 现在这套组合 1. 为什么我还在用Cursor 原因很简单：Cursor 的日常交互成本低 一边看代码； 一边看 diff； 一边让 Agent 查文件、改文件； 一边跑命令、看诊断； 一边整理文档或知识库。 Agent Window里具体编辑了什么也可以很清楚地看到。 2. Cu
本帖使用社区开源推广，符合推广要求。我申明并遵循社区要求的以下内容： 我的帖子已经打上 开源推广 标签： 是 我的开源项目完整开源，无未开源部分： 是 我的开源项目已链接认可 LINUX DO 社区： 是 我帖子内的项目介绍，AI生成、润色内容部分已截图发出： 是 以上选择我承诺是永久有效的，接受社区和佬友监督： 是 以下为项目介绍正文内容，AI生成、润色内容已使用截图方式发出 一周开源总结 从上周开始开源无限画布，到现在大概过去了一周多的时间，GitHub收获了大概500多star。目前规划的是这个项目可以去接任意的xxx2api，比如chatgpt2api、grok2api、flow2ap
坐标山东三线小城 大学生朋友，被骗去“代销果酒“，然后被骗子演双簧直接骗走 300多 具体来说就是一个扮演上头经销，一个扮演顾客， 虽然不是很多，但是这个大学生本来就 只剩300多的生活费，这样一来更是雪上加霜 （我真无语了。。。咋就不能好好的搞点副业嘛现在有ai了大学生又闲赚点生活费还不容易了，偏偏想象有暴利的事情。其实现在暴利活有倒是有（ai不就是），可是做之前也不想想这一整条商业链路上创造价值的点在哪里，这钱凭啥让你挣了 ） 他还在那美滋滋的等那边给他回款呢，还好是没忍住和我说了说，我一提一看聊天记录才发现不对劲，这手法套路太典型了吧 于是我就提醒了他是被骗了 于是朋友打出了一个惊为天人
话不多说 先看总览 网络进你家，经过光猫，再到路由器，然后分给有线设备和无线设备。 这篇是硬件层次的，告诉你网络设备到底各自负责什么。 [网络知识扫盲]网络结构与 VPN / 代理服务区别 光猫 / Modem / ONT 先说光猫，也就是运营商送的那台。 传统意义上的 Modem 叫调制解调器，负责在模拟信号和数字信号之间转换。但现在很多地区已经换成了速度更快的光纤入户，所有我们一般将其叫做光猫。 名字什么的不太重要，这个就是用于连接到运营商网络的硬件入口。 不过随着时代的发展，现在运营商给出的光猫是一体机：它聚合了多个硬件的功能——光猫，拨号，做路由器，还提供 WIFI 网络。 这也是有人
就这个对话流 操作信息展示详细程度 能给你三档设置这一点细节就薄纱各路编辑器了 关于 2.1.20 上线的 collapsed read/search groups 你可以说 Agent Window 嗯 “抄” 的像 Codex Desktop 你信OpenAI对 Electron 的掌控实力还不如 信 Cursor 从 VSCode 那天然获得的性能优化 我只要想到他那坨架构 天天ab测试的开这个不开那个gate 我就三个头都大 某种程度上还不如 Claude Desktop 简单套个壳子来的清爽 更别说 Cursor checkpoint 和 多路模型可切换 上下文接续了 不再推进 Co
@sebastianjuly 这位老哥上手就来了一句让人摸不着头脑的发言，接着就跟自己互博，种种行为非常令人费解。 去查了一圈，很可能是AI养号，申请自述和加入缘由也是AI生成，直接送走。 这是第一例，绝不会是最后一例。 1 个帖子 - 1 位参与者 阅读完整话题
老项目的屎山代码很多，功能模块庞杂，让 codex 改代码偶尔会出现漏改，或动了本不该动的代码，所以整个项目需要先炼化后再 vibe coding. 使用 /goal 命令就很合适，把整个项目炼成 skills AGENT.md 再搭配手中的工作流 spec/superpower等等，codex再写起代码来能更精准，思考会更全面。 注意：需要开启 subagent 和 goal 功能,搭配 gpt-5.5 xhigh 效果更好，我试过用 5.4 也可以 但是炼化出的 skill 没 5.5 数量多和细节更完整。 /goal 你的任务是基于当前项目代码库，使用多路 subagent 和 $ski
大家再使用公益站链接codex 的时候应该都会跟我一样遇到一些小问题 无法使用codex中的插件功能，可以用codex++去解决：GitHub - b-nnett/codex-plusplus: Codex++ tweak system for the Codex desktop app · GitHub 我使用了但是发现mac的软件兼容性不太好，不太稳定 cc switch 切换key之后的历史记录丢失，可以用： GitHub - Dailin521/codex-provider-sync: Synchronize Codex session provider metadata across
{“key”:“sk-sGF2DjIfCTmteWvHcI8q6LmaCkJwtMlCjQvzBIRSBS7QmM5V”,“url”:“https://vip.lyclaude.site”} 感觉很快会挂，上成公益吧 110个plus，应该可以用一会，不封的话。 能看见key就是可以用，挂了我会删 限制了codex客户端可用，如果打测试可能不会同，直接接入cx用即可 网站已关注册和支付 服务器炸了，预计晚上九点恢复 来晚了，刚刚修好，已经恢复了 12 个帖子 - 9 位参与者 阅读完整话题
最近测试注册机搞出来的hotmail，大部分为长效，已经活了几天了 用cdk方式领 cdk.linux.do LINUX DO CDK Linux Do 社区 CDK 快速分享平台 - 让分享变得更简单 16 个帖子 - 14 位参与者 阅读完整话题