每日简报

2026-06-10

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mvanhorn/last30days-skill

Python · ★ 37,244 · 🍴 3,025 · 📈 3,177 stars today

AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary

中文介绍 AI agent 技能,可跨 Reddit、X、YouTube、HN、Polymarket 及网页搜索任意主题,综合生成有依据的摘要。适用于市场调研、舆情分析,快速获取多平台最新动态。

RyanCodrai/turbovec

Python · ★ 10,130 · 🍴 868 · 📈 1,800 stars today

A vector index built on TurboQuant, written in Rust with Python bindings

中文介绍 基于 TurboQuant 的高效向量索引,使用 Rust 编写并提供了 Python 绑定。适用于大规模向量相似性搜索,如 RAG 和推荐系统,兼具高性能与易用性。

roboflow/supervision

Python · ★ 42,961 · 🍴 3,833 · 📈 735 stars today

We write your reusable computer vision tools. 💜

中文介绍 可复用的计算机视觉工具库,封装了标注、评估、可视化等常用功能。帮助开发者快速搭建检测、分割管线,支持多种模型框架,降低 CV 工程重复劳动。

opencv/opencv

C++ · ★ 88,611 · 🍴 56,621 · 📈 169 stars today

Open Source Computer Vision Library

中文介绍 开源计算机视觉库,提供图像处理、视频分析、机器学习等数千个函数。跨平台支持,广泛应用于学术研究、工业检测、智能安防等领域,是 CV 领域的标准基础设施。

refactoringhq/tolaria

TypeScript · ★ 14,292 · 🍴 994 · 📈 821 stars today

Desktop app to manage markdown knowledge bases

中文介绍 桌面端 Markdown 知识库管理工具,支持笔记组织、双向链接和全文搜索。适用于个人知识管理、技术写作、项目文档等场景,帮助用户高效维护纯文本知识体系。

aaif-goose/goose

Rust · ★ 48,485 · 🍴 5,094 · 📈 490 stars today

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

中文介绍 开源可扩展 AI Agent,不限于代码建议,能安装、执行、编辑和测试,支持接入任意 LLM。开发者可用其自动化开发工作流,例如环境配置、测试生成和代码重构。

Andyyyy64/whichllm

Python · ★ 4,066 · 🍴 225 · 📈 631 stars today

Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency-aware benchmarks, not parameter count. One command, run it instantly.

中文介绍 一键在本地硬件上评测并推荐最佳 LLM,基于实时基准测试(而非参数数量)排名。帮助用户快速找到性能匹配的模型,无需手动对比,适用于本地 AI 部署。

TapXWorld/ChinaTextbook

Roff · ★ 73,450 · 🍴 16,445 · 📈 517 stars today

所有小初高、大学PDF教材。

中文介绍 收录从小学至大学的全国教材 PDF,涵盖各学科版本。提供免费下载,方便学生、教师及自学者随时获取电子版教材,助力教育教学资源普惠。

x1xhlol/system-prompts-and-models-of-ai-tools

★ 139,134 · 🍴 34,558 · 📈 66 stars today

FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts

中文介绍 收集了数十款 AI 工具(如 Cursor、Claude Code、Devin 等)的系统提示与模型信息。开发者和研究者可参考这些配置,理解不同工具的底层行为或进行逆向分析。

yikart/AiToEarn

TypeScript · ★ 19,896 · 🍴 3,017 · 📈 423 stars today

Let's use AI to Earn!

中文介绍 旨在利用 AI 技术创造收益,提供工具、策略或教程指导用户通过 AI 实现变现。适合希望探索 AI 副业或自动盈利模式的个人和创业者。

phuryn/pm-skills

★ 13,401 · 🍴 1,538 · 📈 808 stars today

PM Skills Marketplace: 100+ agentic skills, commands, and plugins — from discovery to strategy, execution, launch, and growth.

中文介绍 产品经理技能市场,提供超过100种 AI Agent 技能、命令和插件,覆盖从需求发现到产品增长的全流程。帮助 PM 用 AI 自动化调研、文档、策略分析等工作。

santifer/career-ops

JavaScript · ★ 51,601 · 🍴 10,414 · 📈 1,114 stars today

AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.

中文介绍 基于 Claude Code 的 AI 求职系统,内置14种技能模式,支持 Go 仪表盘、PDF 简历生成和批量处理。求职者可自动分析岗位、优化简历、模拟面试,提升求职效率。

openai/plugins

JavaScript · ★ 2,590 · 🍴 305 · 📈 284 stars today

OpenAI Plugins

中文介绍 OpenAI 官方插件集合,允许 ChatGPT 连接第三方服务(如检索、代码执行、购物等)。开发者可基于该规范构建插件,扩展 AI 助手的能力边界。

maziyarpanahi/openmed

Python · ★ 1,829 · 🍴 214 · 📈 165 stars today

open-source healthcare ai

中文介绍 开源医疗 AI 项目,可能包含医学影像分析、辅助诊断模型及医疗 NLP 工具。面向医疗研究人员和开发者,旨在降低 AI 在医疗领域的应用门槛。

francescopace/espectre

Python · ★ 8,188 · 🍴 632 · 📈 112 stars today

🛜 ESPectre 👻 - Motion detection system based on Wi-Fi spectre analysis (CSI), with Home Assistant integration.

中文介绍 基于 Wi-Fi 频谱分析(CSI)的移动检测系统,无需摄像头即可感知人体存在。集成 Home Assistant,适用于智能家居场景下的隐私友好型存在检测与安防。

addyosmani/agent-skills

Shell · ★ 49,803 · 🍴 5,564 · 📈 348 stars today

Production-grade engineering skills for AI coding agents.

中文介绍 面向 AI 编码代理的生产级工程技能集合,包含设计模式、测试、调试等高质量提示。开发者可将其集成到 AI 工具中,提升代理在真实项目中的编码和工程能力。

Agents' Last Exam

👍 56

Recent AI systems have achieved strong results on a wide range of benchmarks, yet these gains have not translated into economically meaningful deployment across many professional domains. We argue that this gap is largely an evaluation problem: widely used benchmarks lack sustained performance measu

中文介绍 当前AI基准测试高分未转化为实际部署,指出这是评估问题,提出Agents' Last Exam以持续衡量真实场景性能。

LatentSkill: From In-Context Textual Skills to In-Weight Latent Skills for LLM Agents

👍 50

Agent systems increasingly use textual skills to encode reusable task procedures, but injecting these skills into the prompt at every step incurs substantial context overhead and exposes skill content as plaintext. We present LatentSkill, a framework that converts textual skills into plug-and-play L

中文介绍 提出LatentSkill框架,将文本技能编码为可插拔隐式技能,避免每步注入提示的上下文开销和明文暴露,提升智能体效率。

FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention

👍 42

Conventional LLMs keep the full KV cache loaded during decoding, causing a severe GPU memory bottleneck for ultra-long context serving. In this report, we propose Lookahead Sparse Attention (LSA), a novel inference paradigm powered by a Neural Memory Indexer built upon the DeepSeek-V4 architecture.

中文介绍 提出Lookahead Sparse Attention (LSA)和基于DeepSeek-V4的Neural Memory Indexer,解决超长上下文推理中KV缓存导致的GPU内存瓶颈,实现闪电般索引。

End-to-End Context Compression at Scale

👍 17

Long-context language model inference is bottlenecked by memory, as the KV cache grows with context length. Recent techniques to compress the KV cache fall short: they either degrade model quality substantially or require considerable time and compute to compress a single long prompt. Furthermore, m

中文介绍 针对长上下文推理中KV缓存压缩问题,提出端到端压缩方法,在保持模型质量的同时显著降低内存占用和压缩时间。

OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics

👍 16

Vision-language model (VLM) agents are increasingly deployed in interactive game environments. Yet game benchmarks for VLM agents typically report a single first-attempt score per (agent, game) pair, focus on single-agent Solo play, and lack unified protocols for evaluating heterogeneous agent class

中文介绍 提出OmniGameArena,基于UE5的VLM游戏智能体统一基准,覆盖多种游戏模式和异构智能体类型,支持改进动力学评估。

SwiftVR: Real-Time One-Step Generative Video Restoration

👍 12

Real-time video restoration (VR) for live streams requires high-resolution outputs under strict per-frame latency constraints. Existing one-step diffusion-based VR models remain difficult to deploy on consumer-grade GPUs due to two main bottlenecks: quadratic spatial attention at high resolutions an

中文介绍 提出SwiftVR,单步生成式视频恢复模型,解决高分辨率下二次空间注意力瓶颈,可在消费级GPU上实现实时视频恢复。

AHA-WAM:Asynchronous Horizon-Adaptive World-Action Modeling with Observation-Guided Context Routing

👍 12

World-action models have emerged as a promising paradigm for robot manipulation, jointly modeling visual scene dynamics and actions to inject physical priors into policy learning. However, existing world-action models couple world prediction and action execution at the same temporal resolution, forc

中文介绍 提出AHA-WAM,异步自适应世界-动作模型,通过观测引导上下文路由实现世界预测与动作执行的时间分辨率解耦,提升机器人操作效率。

Bayesian-Agent: Posterior-Guided Skill Evolution for LLM Agent Harnesses

👍 12

LLM agents increasingly rely on external inference conditions: prompts, tools, memory, SOPs, skills, and harness feedback. These assets can improve task execution without changing model weights, but they are often revised by heuristic reflection or by reusing observed successes and failures as if co

中文介绍 提出Bayesian-Agent,基于后验引导的技能演化,为LLM智能体的外部条件(提示、工具等)提供贝叶斯统计基础,替代启发式更新。

DEI: Diversity in Evolutionary Inference for Quality-Diversity Search

👍 10

We present DEI: Diversity in Evolutionary Inference, a distributed Quality-Diversity (QD) search framework that assigns heterogeneous large language models (LLMs) as mutation operators across peer nodes communicating with non-blocking collective operations. Unlike homogeneous parallel search, which

中文介绍 提出DEI,分布式质量多样性搜索框架,利用异构LLM作为突变算子,通过非阻塞集合通信实现高效并行搜索。

Skill-RM: Unifying Heterogeneous Evaluation Criteria via Agent Skill

👍 10

Reward models (RMs) provide critical feedback signals for LLM post-training, notably in reinforced fine-tuning (RFT) and reinforcement learning (RL) pipelines. However, current reward evaluation relies on heterogeneous criteria such as rule-based verifiers, ground-truth references, procedural checkl

中文介绍 提出Skill-RM,基于智能体技能统一多种异构评价准则(规则验证、真实参考、过程检查等)的奖励模型,提升LLM后训练反馈质量。

OmniCap-IF: Benchmarking and Improving Instruction Following Abilities for Omni-Video Captioning

👍 9

While Omni-modal Large Language Models (OLLMs) have demonstrated impressive capabilities in jointly processing audio and visual streams, their ability to strictly adhere to complex, multi-faceted user instructions remains largely unexplored. Existing benchmarks primarily focus on holistic video unde

中文介绍 提出OmniCap-IF基准,评估全模态大语言模型在视频字幕中遵循复杂多面用户指令的能力,填补现有研究空白。

Liberating LLM Capabilities in Full-Duplex Speech Models

👍 8

Speech-based large language models are typically constrained to spoken replies, which limits their user-facing outputs to what can be verbalized and suppresses text-native capabilities such as code generation, structured analysis, and multi-step reasoning in realtime interaction, for tasks that requ

中文介绍 提出方法解放全双工语音模型的文本原生能力,允许在实时交互中输出代码、结构化分析和多步推理,突破仅限语音回复的限制。

SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating

👍 8

Deep research agents have demonstrated remarkable capabilities in complex information-seeking tasks, yet this power comes at a steep computational cost. Driven by accuracy-focused training paradigms, current models adopt brute-force strategies characterized by blind tool dependency and performative

中文介绍 提出SlimSearcher,通过自适应奖励门控训练效率感知的深度研究智能体,避免盲目工具依赖,显著降低计算成本。

Why Muon Outperforms Adam: A Curvature Perspective

👍 8

Muon improves training efficiency over Adam in large language-model training by about two times, but the local geometric source of this advantage remains unclear. Our work takes a first step toward demystifying Muon's superiority over Adam from a curvature perspective. First, we apply a second-order

中文介绍 从曲率角度解释Muon优化器在LLM训练中比Adam快约两倍的原因,通过二阶分析揭示其局部几何优势。

Light-WAM: Efficient World Action Models with State-Fusion Action Decoding

👍 7

World Action Models (WAMs) extend robot policy learning by incorporating future prediction as an additional training objective, encouraging the policy to encode task-relevant temporal structure in its representations. Current WAMs often rely on large-scale generative architectures that incur high tr

中文介绍 提出Light-WAM,使用状态融合动作解码的高效世界动作模型,降低大规模生成架构的训练成本并保持未来预测能力。

Answer Presence Drives RAG Rewriting Gains

👍 7

Retrieval-augmented QA pipelines often route retrieved passages through an LLM rewriter before a smaller reader, lifting F1 by tens of points on multi-hop benchmarks; this gain is typically credited to improved evidence quality. We ask whether that lift is causally driven by the gold answer string a

中文介绍 发现RAG管道中重写带来的性能提升主要由答案字符串存在驱动,而非证据质量改善,挑战传统归因。

Reasoning Arena: Trace Tournaments When Verifiable Rewards Fall Short

👍 7

Reinforcement learning with verifiable rewards (RLVR) has become a leading paradigm for improving the reasoning ability of large language models through outcome-based supervision. However, verifiable rewards frequently become uninformative at the group level: when all sampled traces of a given promp

中文介绍 提出Reasoning Arena,在可验证奖励不具区分性时通过推理轨迹锦标赛提供有效监督信号,提升LLM推理能力。

Text-to-Image Models Need Less from Text Encoders Than You Think

👍 5

Text-to-image models rely on text prompts as their primary interface to human intent. Prompts are encoded by a text encoder into embeddings that condition the image generation process. Beyond individual token meanings, text embeddings encode contextual information across the full prompt, such as com

中文介绍 研究表明文本到图像模型对文本编码器的需求低于预期,提示编码的上下文信息(如组合性)并非生成高质量图像的关键。

DuMate-DeepResearch: An Auditable Multi-Agent System with Recursive Search and Rubric-Grounded Reasoning

👍 5

Deep Research (DR) has emerged as a new agentic paradigm to tackle complex, open-ended research tasks, demanding systems that can iteratively frame problems, acquire evidence, verify sources, and synthesize long-form reports. In practice, however, current DR systems are constrained by four interrela

中文介绍 提出DuMate-DeepResearch,可审计的多智能体系统,通过递归搜索和规则基础的推理解决复杂开放研究任务,提升报告质量和可追溯性。

Trajectory-Refined Distillation

👍 4

On-policy distillation (OPD) has become a central post-training tool for large language models (LLMs), providing dense per-token teacher supervision along the student's own rollouts. In this work, we identify a common structural cause underlying OPD, which we call prefix failure. Under prefix failur

中文介绍 识别在线策略蒸馏中的前缀失败问题,提出轨迹精炼蒸馏方法,通过修正学生同前缀错误提高训练效果。

Loops: What Every AI Engineer Needs to Know in 2026

@sairahul1 · 113.0K 粉丝 · 852.6K 阅 · 600 赞 · 79 转

Peter Steinberger, creator of OpenClaw, who now works with OpenAI. Yesterday he posted this: "You shouldn't be prompting coding agents anymore. You should be designing loops that prompt your agents."

中文介绍 OpenAI工程师Peter Steinberger提出:2026年AI工程师应设计循环来驱动代理,而非手动提示。循环自动触发代理,改变人机协作模式。

Harness Engineering: What Every AI Engineer Needs to Know in 2026

@sairahul1 · 113.0K 粉丝 · 546.4K 阅 · 536 赞 · 94 转

In February 2026, a small OpenAI team shipped 1 million lines of production code. They didn't write a single line by hand. The AI agents wrote it. The humans designed the system that made the agents

中文介绍 OpenAI小团队2026年2月交付100万行生产代码,全程无人类手写。核心是「Harness Engineering」:设计系统让AI代理自主编写代码。

My Week with Fable

@MatthewBerman · 121.3K 粉丝 · 108.0K 阅 · 661 赞 · 26 转

tl;dr I've been testing Fable (Mythos) for the past week and it feels unlike any other model I've used. It feels, and is priced, like a next-generation model. It also has some real quirks. The Good

中文介绍 博主测试Fable(Mythos)模型一周,认为其体验和定价均属下一代水平,但存在一些怪癖,期待后续深入评测。

Designing loops with Fable 5

@RLanceMartin · 30.4K 粉丝 · 84.7K 阅 · 660 赞 · 50 转

Mythos-class models like Claude Fable 5 have changed the way many of us work at Anthropic. I want to share two tips for getting the most out of this class of models. Self-correction loops There’s been

中文介绍 Anthropic员工分享使用Claude Fable 5技巧:自纠正循环设计能充分发挥Mythos类模型能力,已改变团队工作方式。

Do AGENTS.md Files Actually Help Coding Agents?

@rasbt · 459.9K 粉丝 · 50.9K 阅 · 507 赞 · 51 转

Catching up with the agent-related research literature, one paper that definitely got my attention is "Evaluating AGENTS.md: Are Repository-Level Context Files Helpful for Coding Agents?." It looks

中文介绍 论文《Evaluating AGENTS.md》评估仓库级上下文文件对编码代理的帮助,结论是需谨慎使用,并非越多越好。

WTF Is a Loop? Peter Steinberger vs. Boris Cherny

@mvanhorn · 30.8K 粉丝 · 45.6K 阅 · 567 赞 · 47 转

The most repeated sentence in AI coding this week is six words long, and almost nobody saying it can define it. One tweet had the entire timeline in a chokehold this week, so I ran /last30days on the

中文介绍 本周AI编码圈热句「应设计循环而非手动提示」多数人无法定义「循环」。博主对比Peter Steinberger与Boris Cherny观点,揭示概念模糊性。

Implications of Large-Scale Test-Time Compute

@polynoamial · 129.2K 粉丝 · 43.7K 阅 · 707 赞 · 80 转

tl;dr: As LLMs become more capable, benchmark performance is increasingly a function of test-time compute. In fact, we likely don't know what the capability ceiling is for modern LLMs because it's too

中文介绍 LLM基准性能越来越依赖测试时计算量,当前可能远未触及能力上限,因为测试时计算规模仍受限。

17 prompts that make Hermes run while you sleep (copy-paste inside)

@Mnilax · 7.3K 粉丝 · 43.5K 阅 · 502 赞 · 42 转

In February 2026, Nous Research released Hermes Agent: an open-source, self-hosted agent that doesn't live inside an IDE and doesn't forget when the tab closes. It runs as a daemon on your own box,

中文介绍 Nous Research发布Hermes Agent,开源自托管守护进程式代理。博主提供17条可复制prompt,让代理在睡眠时自动运行完成任务。

I Built an Agentic Harness From Scratch. That Taught Me What Agents Actually Are

@ByteMohit · 2.0K 粉丝 · 43.3K 阅 · 501 赞 · 51 转

Everyone is building with agents. Almost nobody talks about what is actually inside one. Not the model. The harness around it. I spent the last few months building one from scratch in Python every

中文介绍 博主从零用Python构建代理框架,发现代理本质在外部系统(harness)而非模型本身。数月实践揭示代理真正构成与设计哲学。

Loop Engineering.

@addyosmani · 395.5K 粉丝 · 42.7K 阅 · 577 赞 · 62 转

Loop engineering is replacing yourself as the person who prompts the agent. You design the system that does it instead. A loop here can be thought of a recursive goal where you define a purpose and

中文介绍 「循环工程」指设计系统替代人类手动提示代理。循环可视为递归目标:定义目的后让代理自主迭代执行,提升效率。

Your Agent Harness Should Repair Itself

@akshay_pachaar · 276.5K 粉丝 · 38.0K 阅 · 504 赞 · 65 转

When an AI agent fails in production, your observability tool shows you exactly what it did and almost nothing about how to fix it. You get a clean trace of the run, every model call and tool that

中文介绍 AI代理在生产中失败时,可观测工具只记录过程而不提供修复方案。博主主张代理框架应具备自修复能力,从失败中自动调整。

Fluid, natural voice translation with Gemini 3.5 Live Translate

@GoogleAIStudio · 176.3K 粉丝 · 32.2K 阅 · 517 赞 · 55 转

Twenty years ago, translation at Google began as one of our pioneering machine learning experiments to turn the science of language into the magic of human connection. That experiment has come a long

中文介绍 Google发布Gemini 3.5 Live Translate,实现流畅自然语音翻译。回顾20年从机器学习实验到实时语音翻译的演进。

The Fourth Era of Compute

@unicity_labs · 126.3K 粉丝 · 7.0K 阅 · 821 赞 · 405 转

For thirty years the internet has been built for one kind of actor. The next one is not a person. For thirty years, compute has been built for humans. It is shaped around human attention, human

中文介绍 互联网三十年为人类设计,但新一代计算将以AI代理为核心。博主提出「第四纪元计算」,基础设施将围绕代理而非人类注意力构建。

Fluid, natural voice translation with Gemini 3.5 Live Translate

Gemini 3.5 Live Translate brings near real-time, natural speech translation to Google AI Studio, Google Translate and Google Meet.

中文介绍 DeepMind 发布 Gemini 3.5 Live Translate,为 Google AI Studio、Google Translate 和 Google Meet 带来近乎实时的自然语音翻译。

How engineers at Nextdoor use Codex to build without limits

How engineers at Nextdoor use Codex with GPT-5.5 to investigate hard-to-reproduce issues, build across platforms, and focus on product outcomes.

中文介绍 OpenAI 发布文章,介绍 Nextdoor 工程师利用 Codex 与 GPT-5.5 调查难以复现的问题、跨平台构建并聚焦产品成果。

Learning to lead in a hybrid human-AI enterprise

As adoption of AI agents looks set to surge by as much as 300% in the next two years, leadership teams are carefully considering the implications of a hybrid human-AI workforce. Unlike existing enterprise-level automation that relies on manual input, AI agents are capable of autonomously coordinatin

中文介绍 MIT Tech Review 文章指出,未来两年 AI 代理采用率预计飙升 300%,领导团队正谨慎考虑人机混合劳动力的影响,AI 代理具备超越现有自动化的能力。

What Codex unlocks for Notion

How Notion uses Codex to one-shot specs, build AI Voice Input for the web, and multiply engineering power across small teams.

中文介绍 OpenAI 介绍 Notion 如何使用 Codex 一次性生成规格说明、构建网页端 AI 语音输入,并倍增小团队的工程能力。

Five things you need to know about AI

At SXSW London last week I gave a talk called “Five things you need to know about AI,” in which I shared what I think are the biggest themes in AI right now. I pulled a few things from our first AI10 list, an annual guide to the most important trends in this buzzy world,…

中文介绍 MIT Tech Review 作者在 SXSW London 发表演讲,分享关于 AI 的五大要点,内容源自其首个 AI10 年度趋势指南。

Confidential submission of draft S-1 to the SEC

OpenAI confirms a confidential S-1 submission to the SEC and has not yet determined timing for further action.

中文介绍 OpenAI 确认已向美国证券交易委员会(SEC)秘密提交 S-1 注册声明草案,尚未确定下一步行动时间。

Measuring the impact of learning with AI in Sierra Leone and beyond

Results from a randomized controlled trial show the potential of Gemini’s Guided Learning feature to boost engagement and accelerate learning.

中文介绍 DeepMind 发布随机对照试验结果,显示 Gemini 的 Guided Learning 功能有潜力提升学生参与度并加速学习,研究在塞拉利昂等地进行。

市场总览

在加密恐慌贪婪指数仅为10(极度恐慌)且加密总市值24小时下跌2.25%至2.21万亿美元的背景下,四大类资产技术面呈现显著分化。美股整体偏弱,标普500(SPY)和纳斯达克(QQQ)RSI分别降至49.0和49.5,虽维持“多头排列”但MACD均已形成死叉(MACD柱转为负值),且价格悉数跌破20日均线,短期动能向下。加密资产延续空头趋势,BTC、ETH、SOL的RSI均在23-27的深度超卖区间,MACD柱持续放大负值,持续受制于所有均线下方。中概股同样低迷,阿里巴巴(BABA)RSI 35.8、拼多多(PDD)RSI 32.5,均运行在空头排列中且逼近52周低点。商品外汇出现对冲信号:黄金(GC=F)RSI 29.8进入超卖但趋势中性,而VIX恐慌指数当日飙升5.02%且MACD金叉、多头排列,美元指数DXY(RSI 64.4)接近52周高点,美债收益率(TNX)维持多头排列,显示宏观避险情绪浓厚。

今日关注

BTC-USD Bitcoin (BTC-USD)
偏下行

价格61557.98美元远低于所有均线(SMA20 70194.67、SMA50 75302.43、SMA200 78239.91),呈空头排列。RSI 14仅23.8处于深度超卖区,MACD柱-4136.4且信号线下行,趋势bearish,尽管超卖可能引发技术性反弹,但当前动能仍指向下方。

META Meta (META)
偏下行

收盘584.59美元低于所有均线(SMA20 610.79、SMA50 621.45、SMA200 660.86),空头排列中。RSI 14为39.3接近超卖边缘,MACD值-7.3153已死叉且MACD柱为负,较52周高点跌幅达26.58%,近期5日下跌2.18%,技术指标显示弱势延续。

GC=F 黄金期货 (GC=F)
中性

价格4245.8低于SMA20(4503.17)和SMA50(4618.35),但高于SMA200(4408.05),趋势标记为neutral。RSI 14为29.8处于超卖区,MACD柱-83.59为负但幅度收窄,短期可能因超卖而企稳,但均线系统尚未形成多头排列,方向不明确。

DX-Y.NYB 美元指数 DXY (DX-Y.NYB)
偏上行

价格100.0接近52周高点,高于所有均线(SMA20 99.23、SMA50 98.91、SMA200 98.62),多头排列。RSI 14为64.4处于偏强区间,MACD值0.3127位于信号线上方且MACD柱为正,美元指数动能偏强,技术面支持上行格局。

全部资产

^VIX

VIX 恐慌指数

$19.87 +5.02%
5 日
+26.00%
距 52w 高
-43.7%
RSI(14)
57.5
趋势
多头
SMA 20 / 50 / 200
17.24 / 18.54 / 18.46
MACD / 信号
-0.001 / -0.530
MACD 金叉 (2 天前)多头排列

^TNX

10Y 美债收益率 (%)

$4.53 -0.53%
5 日
+1.64%
距 52w 高
-9.4%
RSI(14)
56.1
趋势
多头
SMA 20 / 50 / 200
4.52 / 4.41 / 4.21
MACD / 信号
0.029 / 0.034
多头排列

DX-Y.NYB

美元指数 DXY

$100.00 -0.05%
5 日
+0.78%
距 52w 高
-0.6%
RSI(14)
64.4
趋势
多头
SMA 20 / 50 / 200
99.23 / 98.91 / 98.62
MACD / 信号
0.313 / 0.212
接近 52 周高多头排列

SPY

S&P 500 ETF

$737.05 -0.29%
5 日
-2.96%
距 52w 高
-3.1%
RSI(14)
49.0
趋势
多头
SMA 20 / 50 / 200
746.26 / 717.45 / 684.94
MACD / 信号
7.001 / 10.475
多头排列

QQQ

Nasdaq 100 ETF

$707.83 -1.15%
5 日
-5.14%
距 52w 高
-5.5%
RSI(14)
49.5
趋势
多头
SMA 20 / 50 / 200
721.98 / 673.56 / 623.29
MACD / 信号
12.735 / 18.234
MACD 死叉 (3 天前)多头排列

AAPL

Apple

$290.55 -3.64%
5 日
-7.82%
距 52w 高
-8.5%
RSI(14)
42.6
趋势
多头
SMA 20 / 50 / 200
304.56 / 283.05 / 265.90
MACD / 信号
5.543 / 8.300
MACD 死叉 (4 天前)多头排列

MSFT

Microsoft

$403.41 -2.02%
5 日
-8.59%
距 52w 高
-27.4%
RSI(14)
41.8
趋势
空头
SMA 20 / 50 / 200
421.95 / 410.20 / 455.41
MACD / 信号
1.820 / 4.940
MACD 死叉 (2 天前)空头排列

NVDA

Nvidia

$208.19 -0.22%
5 日
-6.57%
距 52w 高
-12.0%
RSI(14)
46.4
趋势
多头
SMA 20 / 50 / 200
218.21 / 205.01 / 188.91
MACD / 信号
0.928 / 3.161
多头排列

GOOGL

Alphabet

$364.26 +0.26%
5 日
+0.67%
距 52w 高
-10.9%
RSI(14)
44.1
趋势
多头
SMA 20 / 50 / 200
382.28 / 357.95 / 305.68
MACD / 信号
-0.263 / 4.424
多头排列

TSLA

Tesla

$396.68 -3.00%
5 日
-6.39%
距 52w 高
-20.5%
RSI(14)
43.9
趋势
空头
SMA 20 / 50 / 200
422.49 / 396.72 / 414.95
MACD / 信号
1.147 / 6.223
空头排列

META

Meta

$584.59 -0.14%
5 日
-2.18%
距 52w 高
-26.6%
RSI(14)
39.3
趋势
空头
SMA 20 / 50 / 200
610.79 / 621.45 / 660.86
MACD / 信号
-7.315 / -4.619
MACD 死叉 (2 天前)空头排列
加密恐慌贪婪
10
极度恐慌
加密总市值
$2.21 T
-2.25% / 24h
BTC 主导率
55.9%
ETH 8.9%
24h 成交量
$93.4 B
活跃币 17,348

BTC-USD

Bitcoin

$61,557.98 -2.43%
5 日
-3.52%
距 52w 高
-51.2%
RSI(14)
23.8
趋势
空头
SMA 20 / 50 / 200
70,194.67 / 75,302.43 / 78,239.91
MACD / 信号
-4,136.427 / -3,201.563
RSI 超卖空头排列

ETH-USD

Ethereum

$1,634.09 -3.32%
5 日
-7.66%
距 52w 高
-67.0%
RSI(14)
25.6
趋势
空头
SMA 20 / 50 / 200
1,913.01 / 2,134.72 / 2,438.60
MACD / 信号
-145.914 / -119.261
RSI 超卖空头排列

SOL-USD

Solana

$64.84 -2.93%
5 日
-5.64%
距 52w 高
-74.4%
RSI(14)
26.6
趋势
空头
SMA 20 / 50 / 200
77.06 / 83.35 / 101.39
MACD / 信号
-5.776 / -4.341
RSI 超卖空头排列

BABA

阿里巴巴 (BABA)

$119.70 -0.31%
5 日
-8.50%
距 52w 高
-37.9%
RSI(14)
35.8
趋势
空头
SMA 20 / 50 / 200
129.85 / 130.94 / 149.73
MACD / 信号
-3.370 / -2.215
空头排列

PDD

拼多多 (PDD)

$81.93 -0.84%
5 日
-7.09%
距 52w 高
-41.2%
RSI(14)
32.5
趋势
空头
SMA 20 / 50 / 200
90.83 / 96.52 / 112.07
MACD / 信号
-4.099 / -3.359
接近 52 周低空头排列

JD

京东 (JD)

$28.73 +0.49%
5 日
-4.71%
距 52w 高
-22.1%
RSI(14)
40.9
趋势
空头
SMA 20 / 50 / 200
30.52 / 30.15 / 30.36
MACD / 信号
-0.461 / -0.209
空头排列

0700.HK

腾讯控股 (0700.HK)

HK$453.20 +1.52%
5 日
-5.90%
距 52w 高
-33.6%
RSI(14)
47.5
趋势
空头
SMA 20 / 50 / 200
450.13 / 474.68 / 570.85
MACD / 信号
-6.531 / -9.531
空头排列

GC=F

黄金期货

$4,245.80 -2.08%
5 日
-5.42%
距 52w 高
-24.0%
RSI(14)
29.8
趋势
中性
SMA 20 / 50 / 200
4,503.17 / 4,618.35 / 4,408.05
MACD / 信号
-83.593 / -63.024
RSI 超卖

CL=F

WTI 原油期货

$89.16 -2.34%
5 日
-4.91%
距 52w 高
-25.4%
RSI(14)
42.0
趋势
中性
SMA 20 / 50 / 200
96.11 / 97.60 / 73.06
MACD / 信号
-1.984 / -1.330

USDCNY=X

美元 / 人民币

¥6.77 +0.09%
5 日
+0.10%
距 52w 高
-6.1%
RSI(14)
34.4
趋势
空头
SMA 20 / 50 / 200
6.78 / 6.81 / 6.97
MACD / 信号
-0.015 / -0.015
接近 52 周低空头排列
风险提示

以上所有技术指标解读仅基于公开行情数据计算出的客观读数,过去走势不代表未来表现。本文不构成任何投资建议,仅供技术指标解读参考,请投资者独立判断并注意风险。

News live: Albanese says ‘we need to do more’ on house prices; Australia joins sanctions against ‘extremist settlers’ in West Bank

Penny Wong issues statement overnight announcing joint action with western allies to combat ‘horrific levels of settler violence against Palestinian civilians’ Get our breaking news email, free app or daily news podcast Albanese says Australia still impacted by Middle East conflict ‘each and every d

中文摘要 澳大利亚总理阿尔巴尼斯表示需在房价问题上做得更多;澳大利亚加入西方盟友对西岸极端定居者实施制裁。外长黄英贤声明联合行动以打击骇人的定居者暴力。

Man Arrested in ‘Brutal’ Stabbing in Belfast, Police Say

The suspect, who the police said is 30 and Sudanese, was charged with having attacked another man in an assault in Belfast that was recorded and spread quickly online.

中文摘要 北爱尔兰贝尔法斯特发生残忍刺伤案,警方逮捕一名30岁苏丹籍嫌疑人,被控袭击另一男子,事件被拍下并在网络迅速传播。

US judge halts execution by nitrogen gas, ruling it unconstitutional

Judge Emily Marks had previously allowed the execution to proceed, arguing that no execution is entirely without pain.

中文摘要 美国法官埃米莉·马克斯裁定氮气处决违宪,暂停执行。她此前曾允许执行,称没有处决是完全无痛的。

Many Feared Trapped Under Earthquake Rubble in Philippines

Families hope to recover their loved ones after the most powerful earthquake in 50 years to hit the Philippines.

中文摘要 菲律宾遭遇50年来最强地震,许多人恐被埋在废墟下,家属希望找到亲人。

Iran War Live Updates: U.S. Launches Strikes on Iran to Retaliate for Downed Helicopter

The president said earlier Iranian forces had shot down a U.S. Apache helicopter near the Strait of Hormuz and the United States “must, of necessity, respond to this attack.”

中文摘要 美国为报复伊朗击落美军阿帕奇直升机,对伊朗发动打击。此前特朗普称伊朗在霍尔木兹海峡附近击落美机,美国有必要回应此攻击。

What to Know About the Sea Drone That Rescued Downed Apache Crew

It was the first U.S. rescue carried out by an autonomous surface vessel and remotely piloted by a human operator, according to a military spokesperson.

中文摘要 美军方称,一架无人水面艇(由远程操作员控制)首次成功救援被击落的阿帕奇直升机机组人员。这是美国首次通过自主水面舰艇完成救援。

Air Canada Pilot Accused of Flying for 17 Years Without Proper License

The pilot, who retired last year before the investigation, held some valid flight credentials, officials said, but not the one required to be a captain.

中文摘要 一名加拿大航空飞行员被指控17年来未持有适当执照驾驶飞机。该飞行员在调查前去年已退休,持有部分有效证件,但缺少机长所需资质。

Trump launches strikes against Iran after downing of US army helicopter

US president blames Tehran for loss of Apache gunship, whose crew were rescued by a drone near strait of Hormuz Middle East crisis – live updates The US has launched “self-defence strikes” against Iran after Donald Trump blamed Tehran for downing a US army helicopter near the strait of Hormuz, imper

中文摘要 特朗普在指责伊朗击落美军阿帕奇直升机后,下令对伊朗发动自卫打击。机组人员已被无人机在霍尔木兹海峡附近救起。

U.S. Strikes Iran After Trump Vows to Retaliate for Downed Helicopter

The retaliatory U.S. attacks came on Tuesday as Israeli forces pounded southern Lebanon while targeting Hezbollah.

中文摘要 美国在特朗普誓言报复后对伊朗发动打击。同时,以色列军队猛烈攻击南黎巴嫩,目标针对真主党。

Deadly protests in Pakistan-administered Kashmir: What’s going on?

At least 11 people were killed on Sunday in clashes between police and protesters in Pakistan-administered Kashmir.

中文摘要 巴基斯坦控制的克什米尔地区发生致命抗议,周日警方与抗议者冲突导致至少11人死亡。

US striking Iran in response to downing of helicopter, military says

President Donald Trump earlier accused Iran of shooting down the US helicopter over the Strait of Hormuz and vowed to respond.

中文摘要 美国军方称正对伊朗发动打击,回应直升机被击落事件。特朗普此前指责伊朗在霍尔木兹海峡上空击落美直升机,并誓言报复。

Concerns over US company’s plan to frack world’s most intact tropical savanna in WA revealed

Federal environment department says Black Mountain Energy has provided insufficient data as it seeks to drill 20 gas wells in the Kimberley region Follow our Australia news live blog for latest updates Get our breaking news email, free app or daily news podcast The federal government has repeatedly

中文摘要 联邦环境部表示,美国公司Black Mountain Energy计划在西澳金伯利地区钻20口气井进行压裂,但提供的数据不足。环保人士担忧此举破坏世界最完整的热带稀树草原。

Gold Extends Fall as Renewed US-Iran Clashes Test Fragile Truce

Gold extended a decline after the US launched fresh strikes against Iran in retaliation for the downing of a military helicopter, jeopardizing efforts to end the war that’s roiled global markets.

中文摘要 金价延续跌势,因美国对伊朗发动新打击以报复军用直升机被击落,危及结束搅乱全球市场的停火努力。

Cuba Poised for Biggest US Fuel Shipment Since Cold War Embargo

A Florida trading company is in advanced talks to send Cuba the biggest cargo of US fuel since the Eisenhower administration as the island nation contends with an acute energy crisis.

中文摘要 佛罗里达一家贸易公司正进行高级谈判,拟向古巴运送自艾森豪威尔政府以来最大规模美国燃料,以帮助该国应对严重能源危机。

Bill debt soars but many don't know help is available

The majority of billpayers are unaware of special tariffs for water and broadband, the spending watchdog says.

中文摘要 英国账单债务飙升,但多数缴费者不知道水费和宽带费有特殊资费可选,支出监管机构指出。

Beauty Pie LED mask ad banned over misleading anti-wrinkle claim

The mask is not "clinically proven to reduce wrinkles in four weeks", the advertising watchdog finds.

中文摘要 Beauty Pie的LED面膜广告因声称“四周内临床证明减少皱纹”被广告监管机构认定为误导而被禁。

How to enjoy the World Cup - and keep your boss on side

Football fans and bosses share their strategies to balance late night kick offs with work the next day.

中文摘要 世界杯期间,球迷与老板分享平衡深夜观赛与次日工作的策略。

ASML’s Surge to Record High Masks Lowball Valuation Versus Peers

ASML Holding NV’s ascent to fresh record highs has been a highlight for European markets, yet it’s done little to improve what is the stock’s cheapest relative valuation in years.

中文摘要 阿斯麦股价创新高,但相对估值仍处于多年来最低水平,掩盖了其与同行相比的低估。

Bruin Capital’s George Pyne: FIFA Figures ‘Mind-Blowing'

George Pyne, Founder and CEO of Bruin Capital, discusses the evolving landscape of sports business and investment. The dialogue highlights key aspects of organizing a major global sporting event and the financial strategies shaping the sports industry. He speaks with Romaine Bostick & Katie Greifeld

中文摘要 Bruin Capital创始人George Pyne称FIFA数据“令人震惊”,并讨论体育商业投资格局变化及大型赛事财务策略。

Stocks Set to Decline as US Hits Iran, Oil Gains: Markets Wrap

Asian equities were set to fall as tensions escalated in the Middle East after US forces struck Iran, while technology stocks remained under pressure on Wall Street. Crude oil climbed.

中文摘要 美国打击伊朗后中东紧张升级,亚洲股市预计下跌,科技股承压,原油价格上涨。

Oil Climbs After Fresh US Strikes on Iran Over Helicopter Attack

Oil rebounded after the US launched fresh strikes against Iran following the downing of an American helicopter, posing a new threat to a fragile truce that’s been tested by recent attacks in the Middle East.

中文摘要 美国因直升机被击落对伊朗发动新打击,油价反弹,脆弱停火协议再受威胁。

FC Dallas Owner: Expect Dallas FIFA Games To Sell Out

Dan Hunt, owner of FC Dallas and Co-Chair of the Dallas organizing committee for the 2026 FIFA World Cup, discussed the significant economic impact expected as Dallas hosts nine World Cup matches. Hunt highlighted that unlike Super Bowl visitors who stay less than three days, World Cup fans typicall

中文摘要 FC Dallas老板兼2026世界杯达拉斯组委会联合主席Dan Hunt预计9场比赛将售罄,并强调其经济影响远超超级碗。

World's largest chipmaker does not rule out price rises as costs increase

In a rare interview, a senior executive at TSMC discusses the AI boom, the geopolitics of chips and what it means for the price of electronics.

中文摘要 全球最大芯片制造商台积电高管在罕见采访中表示不排除因成本上升而涨价,并讨论AI繁荣和芯片地缘政治的影响。

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