palmier-io/palmier-pro
Swift · ★ 5,032 · 🍴 381 · 📈 1,829 stars today
macOS video editor built for AI
中文介绍 macOS平台AI原生视频编辑器，内置智能剪辑、特效生成等AI辅助功能，面向需要高效创意表达的专业视频制作者和内容创作者，提供集成化的AI视频编辑体验。
2026-06-22
← 历史归档calesthio/OpenMontage
Python · ★ 8,617 · 🍴 1,286 · 📈 993 stars today
World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.
中文介绍 开源智能视频制作系统，提供12条pipeline、52个工具和500+ Agent技能，可将AI编程助手转变为全功能视频工作室，适合需要自动化视频生成与编辑的开发者。
chopratejas/headroom
Python · ★ 44,246 · 🍴 3,081 · 📈 2,617 stars today
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
中文介绍 压缩工具输出、日志、文件和RAG片段，在到达LLM前减少60-95%的token消耗，保持回答质量不变。以库、代理和MCP服务器形式提供，显著降低API调用成本，适合高频率使用LLM的应用开发者。
tursodatabase/turso
Rust · ★ 20,782 · 🍴 1,061 · 📈 543 stars today
Turso is an in-process SQL database, compatible with SQLite.
中文介绍 进程内SQL数据库，完全兼容SQLite，具备轻量级、高性能特点，适合嵌入应用作为本地持久化存储，尤其适用于移动端、边缘计算或对低延迟有要求的场景。
penpot/penpot
Clojure · ★ 52,196 · 🍴 3,336 · 📈 1,131 stars today
Penpot: The open-source design tool for design and code collaboration
中文介绍 开源设计工具，支持矢量图形、原型设计和代码导出，首个实现设计与开发协作的平台，可作为Figma的免费替代品，适合设计师与开发者跨团队实时协作。
ZhuLinsen/daily_stock_analysis
Python · ★ 44,379 · 🍴 41,417 · 📈 519 stars today
LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.
中文介绍 LLM驱动的多市场股票智能分析系统，整合多源行情与实时新闻，生成决策看板并自动推送，支持零成本定时运行，适合个人投资者跟踪股市、辅助投资决策。
koala73/worldmonitor
TypeScript · ★ 58,042 · 🍴 9,204 · 📈 253 stars today
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
中文介绍 全球实时情报仪表盘，利用AI聚合新闻、监控地缘政治事件与基础设施信息，提供统一态势感知界面，适合分析师、记者和风险管理从业者跟踪国际动态。
bytedance/deer-flow
Python · ★ 72,546 · 🍴 9,827 · 📈 415 stars today
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
中文介绍 开源长时程SuperAgent框架，集成沙箱、记忆、工具、技能、子代理和消息网关，能自主研究、编码和创造，适用于构建需要持续推理和执行的复杂AI代理应用。
DeusData/codebase-memory-mcp
C · ★ 10,221 · 🍴 772 · 📈 1,029 stars today
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
中文介绍 高性能代码智能MCP服务器，将代码库索引为持久知识图谱，平均毫秒级处理，支持158种语言，子毫秒查询并减少99%的token消耗，适合集成到AI编码助手中增强代码理解。
mukul975/Anthropic-Cybersecurity-Skills
Python · ★ 17,650 · 🍴 2,125 · 📈 445 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 为AI代理提供754个结构化网络安全技能，映射MITRE ATT&CK、NIST CSF等5个框架，符合agentskills.io标准，可配合Claude Code等工具，用于安全自动化与威胁分析。
tw93/Pake
Rust · ★ 56,144 · 🍴 11,087 · 📈 1,850 stars today
🤱🏻 Turn any webpage into a desktop app with one command.
中文介绍 一键将任意网页打包为桌面应用的命令行工具，支持macOS/Windows/Linux，无需复杂配置，适合把经常使用的Web服务（如文档、笔记）转为独立应用，提升操作效率和体验。
mikumifa/biliTickerBuy
Python · ★ 3,706 · 🍴 464 · 📈 56 stars today
b站会员购购票辅助工具
中文介绍 B站会员购购票辅助工具，通过自动化手段监控商品页面并快速提交订单，帮助用户在抢购限量商品或门票时提高成功率，节省手动操作时间，适合频繁抢购的B站用户。
smicallef/spiderfoot
Python · ★ 18,739 · 🍴 3,106 · 📈 288 stars today
SpiderFoot automates OSINT for threat intelligence and mapping your attack surface.
中文介绍 自动化OSINT开源情报工具，用于威胁情报收集与攻击面映射，支持数百个数据源扫描和分析，帮助安全团队评估外部风险、发现暴露资产，适合渗透测试和红蓝对抗。
topoteretes/cognee
Python · ★ 18,625 · 🍴 1,968 · 📈 361 stars today
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
中文介绍 开源AI记忆平台，为AI代理提供跨会话的持久长期记忆，基于自托管知识图谱引擎，支持上下文的保持和检索，适合构建需要记忆能力的对话系统和自动化代理。
byoungd/English-level-up-tips
★ 53,989 · 🍴 5,554 · 📈 121 stars today
An advanced guide to learn English which might benefit you a lot 🎉 . 离谱的英语学习指南/英语学习教程/英语学习/学英语
中文介绍 一份全面的英语学习高级指南，涵盖词汇、语法、听力、口语等系统化学习策略，并推荐高效资源与工具，适合希望突破瓶颈、系统提升英语能力的中高级学习者。
asgeirtj/system_prompts_leaks
JavaScript · ★ 44,355 · 🍴 7,329 · 📈 366 stars today
Extracted system prompts from Anthropic - Claude Fable 5, Opus 4.8, Claude Code, Claude Design. OpenAI - ChatGPT 5.5 Thinking, GPT 5.5 Instant, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more. Updated regularly.
中文介绍 提取了Anthropic、OpenAI、Google等公司多个AI模型的系统提示词，包括Claude系列、ChatGPT系列、Gemini等，适合AI研究者、提示工程师和逆向分析人员进行模型行为分析。
mattpocock/skills
Shell · ★ 139,685 · 🍴 12,119 · 📈 1,441 stars today
Skills for Real Engineers. Straight from my .claude directory.
中文介绍 来自作者.claude目录的工程师技能集合，为Claude Code等AI编码代理提供定制化行为指令，涵盖代码审查、重构、测试等常见场景，适合希望优化AI辅助编程体验的开发者。
Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance
👍 112
While 10B-level industrial foundation models have pushed the boundaries of image inpainting, their prohibitive computational costs severely hinder practical deployment. Constructing a highly optimized task-specific specialist offers a promising solution; however, extreme structural compression inevi
中文介绍 提出Moebius轻量级图像修补框架，仅0.2B参数却达到10B级性能。通过极端结构压缩与知识蒸馏，在保持高质量修补的同时大幅降低计算成本，适用于实际部署。
DragMesh-2: Physically Plausible Dexterous Hand-Object Interaction with Articulated Objects
👍 68
Dexterous interaction with articulated objects is important for household, assistive, and humanoid manipulation, where multi-finger hands can provide compliant contact patterns beyond parallel-jaw grasping. However, articulated-object manipulation differs from static-object manipulation: the target
中文介绍 面向铰接物体的灵巧手操作交互，提出DragMesh-2，实现物理上合理的多指手与关节物体动态交互，处理物体运动与手部接触的耦合，适用于家务和辅助机器人。
Multi-LCB: Extending LiveCodeBench to Multiple Programming Languages
👍 49
LiveCodeBench (LCB) has recently become a widely adopted benchmark for evaluating large language models (LLMs) on code-generation tasks. By curating competitive programming problems, constantly adding fresh problems to the set, and filtering them by release dates, LCB provides contamination-aware ev
中文介绍 将LiveCodeBench基准扩展至多语言编程评估，持续收集竞赛题目并过滤污染，覆盖多种语言。为LLM代码生成提供更全面的跨语言评测平台。
MolmoMotion: Forecasting Point Trajectories in 3D with Language Instruction
👍 46
Motion forecasting is central to visual intelligence: agents must anticipate how objects will move in order to plan actions, reason about physical interactions, and synthesize realistic futures. We argue that 3D points in world coordinates provide a general representation that is class-agnostic, vie
中文介绍 提出MolmoMotion，根据语言指令预测3D世界中点的运动轨迹。以世界坐标3D点为通用表示，实现类别无关、视角无关的运动预测，支持物理交互推理。
Playful Agentic Robot Learning
👍 43
Current agentic robot systems can write executable Code-as-Policy programs, observe feedback, and revise behavior across multiple attempts, but they remain largely task-driven: reusable skills are acquired only after explicit instructions. We study Playful Agentic Robot Learning, where an embodied c
中文介绍 研究「游戏式」具身智能体学习，机器人无需明确指令即可通过探索积累可复用技能。相比现有任务驱动方法，该方法使机器人在无监督环境下自主习得代码策略，提升泛化性。
S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence
👍 35
Real-world spatial intelligence requires reasoning over a continuous and evolving 3D world, yet existing VLMs and tool-augmented agents largely remain tied to static, stateless inference from isolated visual observations. We introduce \textsc{S-Agent}, a spatial tool-use agentic paradigm for underst
中文介绍 提出S-Agent空间工具使用智能体范式，利用工具在连续3D世界中进行推理。打破现有VLM和工具增强智能体的静态限制，实现动态、状态感知的空间理解。
DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis
👍 29
Advances in radiance fields have enabled photorealistic novel view synthesis. In several domains, large-scale real-world datasets have been developed to support comprehensive benchmarking and to facilitate progress beyond scene-specific reconstruction. However, for distractor-free radiance fields, a
中文介绍 构建大规模无干扰新颖视图合成数据集DF3DV-1K，包含1000个场景。用于评估去除动态干扰物后的辐射场重建，推动无干扰场景的鲁棒新视角合成研究。
Beyond Static Leaderboards: Predictive Validity for the Evaluation of LLM Agents
👍 29
Agent benchmarks are growing fast, but no single benchmark touches more than four or five of the dimensions that deployment exposes. This paper aggregates the largest coordinated deep-dive of one MCP-based industrial-agent benchmark to date: fourteen parallel implementation studies covering new asse
中文介绍 针对智能体基准维度覆盖不足，基于MCP工业基准进行14个并行研究，提出超越静态排行榜的预测有效性评估方法，更贴合实际部署场景。
FreeStyle: Free Control of Style-Content Dual-Reference Generation from Community LoRA Mining
👍 25
Style-content dual-reference generation aims to synthesize an image that preserves the structure and semantics of a content reference while adopting the style of a separate style reference.Despite recent progress, this setting remains challenging because models must balance content fidelity, style a
中文介绍 提出FreeStyle，从社区LoRA数据中挖掘风格与内容双重参考，实现灵活的样式-内容双参考图像生成。在保持内容保真度的同时精准迁移风格。
MaineCoon: Pursuing A Real-Time Audio-Visual Social World Model
👍 11
As an increasing majority of global video content is consumed on social platforms for interactive social purposes, video generation models built for social worlds are important but largely overlooked by previous studies. In this work, we define the position of social world models and build a prototy
中文介绍 定义社交世界模型概念，构建MaineCoon原型，实现实时音视频社交世界生成。面向社交平台交互式内容消费，填补生成模型在社交场景的空白。
Context-Aware RL for Agentic and Multimodal LLMs
👍 10
Large language models (LLMs) often fail when answering requires identifying a small but decisive piece of evidence within a long or complex context, such as a single line in a tool trace or a subtle detail in an image. We propose ContextRL, a context-aware reinforcement learning (RL) method that imp
中文介绍 提出ContextRL，一种上下文感知强化学习方法，提升LLM在长上下文或复杂场景中定位关键证据的能力。通过奖励信号鼓励模型关注细节，改善多步推理与多模态回答。
FAPO: Fully Autonomous Prompt Optimization of Multi-Step LLM Pipelines
👍 10
Multi-step LLM pipelines fail through interactions among retrieval, reasoning, and formatting steps, so prompt-only optimization can miss bottlenecks in the chain. We present FAPO (Fully Autonomous Prompt Optimization), a framework that lets Claude Code optimize an LLM pipeline inside a standardized
中文介绍 提出FAPO框架，让Claude Code自动优化多步LLM管道的提示词。区别于仅优化提示，FAPO能识别检索、推理、格式化步骤间的瓶颈，实现全自主流水线调优。
ENPIRE: Agentic Robot Policy Self-Improvement in the Real World
👍 10
Achieving dexterous robotic manipulation in the real world heavily relies on human supervision and algorithm engineering, which becomes a central bottleneck in the pursuit of general physical intelligence. Although emerging coding agents can generate code to automate algorithm search, their successe
中文介绍 提出ENPIRE，使机器人智能体在真实世界中自主改进策略。通过代码生成自动化算法搜索，减少人工干预，推动灵巧操作向通用物理智能迈进。
Thinking with Visual Grounding
👍 10
Visual thinking should not only sound right; it should show its evidence. While recent vision-language models (VLMs) can produce natural-language reasoning traces, these traces often leave the supporting image regions implicit, making them hard to verify and difficult to supervise. We introduce visu
中文介绍 引入视觉基础推理，要求VLM在推理过程中显式指代图像区域。使推理轨迹可验证、可监督，提升视觉-语言模型的可解释性和准确性。
ViT-Up: Faithful Feature Upsampling for Vision Transformers
👍 8
Vision Transformers (ViTs) have become a dominant architecture for visual representation learning, providing exceptionally strong and broadly reusable backbone features. However, ViTs are commonly operated on relatively small patch-token grids due to the quadratic cost of global self-attention, whic
中文介绍 提出ViT-Up，为视觉Transformer设计保真特征上采样方法。解决ViT因全局自注意力二次复杂度而使用小尺寸patch token网格导致的细节损失，实现高分辨率特征恢复。
LedgerAgent: Structured State for Policy-Adherent Tool-Calling Agents
👍 6
Policy-adherent tool-calling agents in customer-service domains must maintain task states across turns while calling tools and obeying domain policies. Task states consist of relevant facts, identifiers, constraints, and conditions observed through user interaction and tool calls. In standard agents
中文介绍 提出LedgerAgent，为客服领域工具调用智能体引入结构化状态管理，确保遵守领域策略。通过维护事实、标识符、约束等跨轮状态，提升工具调用的一致性和合规性。
Freeing the Law with LOCUS: A Local Ordinance Corpus for the United States
👍 6
Progress in legal AI increasingly depends on access to authoritative legal text at scale. Yet one of the most consequential layers of American law remains largely absent from existing machine-readable corpora: local ordinances. Local codes govern zoning, housing, business licensing, public health, n
中文介绍 构建LOCUS美国地方法规语料库，包含大量本地法令（区划、住房、商业等）。填补法律AI在地区层面机器可读文本的空白，促进法律文本分析与应用。
Rethinking Shrinkage Bias in LLM FP4 Pretraining: Geometric Origin, Systemic Impact, and UFP4 Recipe
👍 6
FP4 training promises substantial reductions in memory and computation cost for LLM pretraining, yet current FP4 hardware paths and recipes, including NVIDIA Blackwell/Rubin-class systems and AMD MI350-series GPUs, remain centered on E2M1 data elements. In this study, we identify a fundamental limit
中文介绍 识别LLM FP4预训练中E2M1数据表示导致的收缩偏差，揭示其几何起源与系统性影响。提出UFP4方案，缓解精度损失，实现更低比特效训练。
HumanScale: Egocentric Human Video Can Outperform Real-Robot Data for Embodied Pretraining
👍 6
Embodied foundation models are expected to benefit from data scaling like large language models, but face a much tighter data bottleneck. Teleoperated real-robot trajectories remain the dominant pretraining source due to their precise action supervision and embodiment alignment, yet their scalabilit
中文介绍 发现第一人称人类视频在具身预训练中可超越真实机器人数据。通过动作监督和具身对齐，利用海量人类视频数据缓解机器人数据瓶颈，提升基础模型泛化性。
Understanding the Behaviors of Environment-aware Information Retrieval
👍 6
Recent retrieval-augmented generation (RAG) approaches have demonstrated strong capability in handling complex queries, yet current research overlooks a critical challenge: different retrievers require fundamentally different query formulation strategies for optimal performance. In this work, we pre
中文介绍 研究环境感知信息检索中不同检索器对查询策略的依赖，提出针对性优化方法。揭示现有RAG忽视的检索器-查询匹配问题，提升复杂查询检索性能。
Loops explained: Claude, GPT, Mira and what actually works
@AnatoliKopadze · 83.0K 粉丝 · 1.3M 阅 · 584 赞 · 70 转
AI has been in everyone's hands for years. Most people who use it every day still use it the slowest way there is: type a request, wait, fix it, ask again, all by hand. Not because the faster way is
中文介绍 讨论AI使用中手动循环的低效，比较Claude、GPT、Mira等模型在循环工程中的表现，揭示自动化提示循环可大幅提升效率。
WTF Is a Loop? Part 2: The 15 Loops People Are Actually Running (and the Commands to Steal Them)
@mvanhorn · 35.2K 粉丝 · 102.4K 阅 · 510 赞 · 56 转
Earlier this month I wrote WTF Is a Loop? Peter Steinberger vs. Boris Cherny, which did 3.6M views on what a loop even is. This is the sequel, and it answers the next question: which loops do people
中文介绍 续写循环工程系列，列出15种真实使用的AI循环模式及对应命令，提供可直接复用的模板，基于前作3.6M阅读量的热度。
From Prompting Agents to Loop Engineering
@omarsar0 · 308.0K 粉丝 · 90.2K 阅 · 504 赞 · 69 转
A claim has been circulating in AI coding circles: stop prompting your coding agents and start designing loops that prompt them for you. As with everything new, this stuff gets repeated often and
中文介绍 AI编程圈热议：从手动提示编码代理转向设计自动化提示循环。剖析循环工程的核心思想与常见误解，强调设计循环比手动引导更高效。
How GLM-5.2 Beat Fable 5 at Website Design
@Designarena · 13.9K 粉丝 · 80.4K 阅 · 518 赞 · 39 转
GLM 5.2 ranks 1st overall on Design Arena’s single-turn, HTML Web Design (Non-Agentic) evaluation, 5 places higher than its predecessor GLM-5.1. To do so, it beat Claude Fable 5, Opus 4.6, and Opus
中文介绍 GLM-5.2在Design Arena单轮HTML网页设计评测中夺冠，超越Claude Fable 5、Opus 4.6等，较前代GLM-5.1上升5位，展示非Agentic场景下的设计能力。
The Next 5 Years: A Supersonic Tsunami
@PeterDiamandis · 400.3K 粉丝 · 51.7K 阅 · 551 赞 · 75 转
Elon described the near future as a “supersonic tsunami”: a wave moving so fast and so large that by the time you hear it coming, it has already broken over you. The phrase stuck with me. So let me
中文介绍 引用Elon Musk的「超音速海啸」比喻，预测未来5年AI变革速度之快、规模之大，一旦听到已突破而来。强调必须提前准备。
Loop Engineering: Build an AI That Codes While You Sleep
@phosphenq · 12.4K 粉丝 · 49.4K 阅 · 506 赞 · 63 转
Last December, Boris Cherny shipped 259 pull requests in a single month. Every one written by Claude. He says he did not open an editor the whole time. His job was not to write code. It was to write
中文介绍 分享Boris Cherny的实践：用Claude循环工程一个月自动提交259个PR，全程无需手动编辑，只需编写循环逻辑，实现AI在睡眠中编码。
wtf is Loop Engineer & how to setup for real
@jasonzhou1993 · 30.8K 粉丝 · 48.5K 阅 · 526 赞 · 49 转
At around 1:00 AM yesterday, a bunch of PRs started landing in our codebase. Not because our team was working unusually late. They came from different agent loops: agents finding issues, picking up
中文介绍 凌晨1点PR自动涌入，源于多个代理循环协作。解释循环工程师概念：代理自动发现、分配、修复问题，设置方法可让代码库实现自动化维护。
Samsung Electronics brings ChatGPT and Codex to employees
Samsung Electronics deploys ChatGPT Enterprise and Codex to employees worldwide, marking one of OpenAI’s largest enterprise AI rollouts.
中文介绍 三星电子在全球员工中部署ChatGPT Enterprise和Codex，成为OpenAI最大规模的企业AI部署之一。
[Exclusive] $250 off AI Engineer tix til Monday
special offer for subscribers - $250 off AI Engineer tix til Monday
中文介绍 Latent Space为订阅者提供AI Engineer门票优惠，截至周一前可减250美元。
[AINews] not much happened today
a quiet day lets us promo AIE one last time
中文介绍 AI新闻平静的一天，Latent Space最后一次推广AI Engineer活动。
A startup claims it broke through a bottleneck that’s holding back LLMs
Miami-based AI startup Subquadratic came out of stealth mode last month with a huge claim. It announced that it had solved a mathematical bottleneck that had been holding back large language models for almost a decade. The details were thin, and many people were unconvinced. But Subquadratic has sta
中文介绍 迈阿密AI初创公司Subquadratic走出隐身模式，声称解决了困扰大语言模型近十年的数学瓶颈，但细节不足，许多人持怀疑态度。
[AINews] GLM > GPT? GLM-5.2 passes vibe check; Z.ai forecasts Open Fable by December
With GLM-5.2 passing everyone's vibe check, the open models story finally becomes a real frontier story.
中文介绍 GLM-5.2通过「氛围测试」，开源模型故事成为真正的前沿故事；Z.ai预测Open Fable将于12月发布。
not much happened today
**GLM-5.2** emerges as a leading open-weight coding model rivaling **Opus 4.8** and **GPT-5.5** in software engineering tasks, emphasizing the strategic importance of open models for provider competition, on-prem deployment, and fine-tuning rights. Experts like **Patrick Toulme** and **Thomas Wolf**
中文介绍 GLM-5.2成为领先的开源权重编程模型，在软件工程任务上与Opus 4.8和GPT-5.5抗衡，凸显开源模型的战略重要性。
GPT-5.6 Tuesday 🤖, Claude Code artifacts 👨💻, Perplexity’s Brain memory 🧠
中文介绍 TLDR AI报道GPT-5.6即将发布，Claude Code制品及Perplexity的Brain记忆功能等AI动态。
MosaicLeaks: Can your research agent keep a secret?
中文介绍 Hugging Face博客发布MosaicLeaks研究，探讨研究型AI代理的信息保密能力。
The Professor of Outputmaxxing — Anjney Midha, AMP
We talk about how this legendary investor went from humble beginnings in Singapore to leading rounds in Anthropic, Mistral, Black Forest Labs, and Periodic Labs... and the AMP secret master plan!
中文介绍 Latent Space采访传奇投资者Anjney Midha，他来自新加坡，领投了Anthropic、Mistral、Black Forest Labs等公司，并透露AMP秘密计划。
New usage analytics and updated spend controls for enterprises
OpenAI introduces new spend controls and usage analytics for ChatGPT Enterprise, helping organizations manage costs and scale AI with confidence.
中文介绍 OpenAI为ChatGPT Enterprise推出新的支出控制和用量分析功能，帮助企业管理成本并自信扩展AI应用。
Improving health intelligence in ChatGPT
Learn how GPT-5.5 Instant improves ChatGPT’s health and wellness responses with stronger reasoning, better context, clearer communication, and physician-informed evaluations.
中文介绍 GPT-5.5 Instant改进ChatGPT的健康回答，通过更强推理、更好上下文和医生评估提升医疗智能。
Using AI to help physicians diagnose rare genetic diseases affecting children
Researchers used an OpenAI reasoning model to help diagnose rare diseases, identifying 18 new diagnoses in previously unsolved cases.
中文介绍 研究人员使用OpenAI推理模型帮助诊断罕见遗传疾病，在先前未解决的病例中识别出18种新诊断。
not much happened today
**GLM-5.2** from **Zhipu** emerged as a leading open-weight model with innovative **IndexShare** sparse-attention enabling efficient **1M-token inference**, praised as comparable to **GPT-5.5** and **Opus 4.8** but lacking vision support. Other notable open models include **Laguna M.1** by **Poolsid
中文介绍 智谱GLM-5.2成为领先开源权重模型，通过IndexShare稀疏注意力实现高效100万token推理，媲美GPT-5.5和Opus 4.8但缺乏视觉支持。
[AINews] Midjourney Medical: scan your organs like you step on a scale
The only bootstrapped frontier lab announces its second product and second
中文介绍 Midjourney推出医疗产品Midjourney Medical，可像站上体重秤一样扫描器官。这是该自筹资金前沿实验室的第二款产品。
Beyond LoRA: Can you beat the most popular fine-tuning technique?
中文介绍 Hugging Face博客文章探讨超越LoRA的微调技术，能否击败目前最流行的微调方法LoRA。
美股方面，QQQ、SPY等指数ETF接近52周高点，科技股如NVDA、AAPL处于均线附近，但MSFT、META等空头排列拖累，整体中性偏强。加密市场承压，恐慌贪婪指数23（极度恐慌），BTC-USD和ETH-USD均处于空头排列，RSI低于40，短期动能偏弱。中概股全面走弱，BABA RSI 24.7超卖、PDD RSI 32，均线空头排列，技术面疲软。商品外汇中，黄金期货GC=F跌破均线出现MACD死叉，WTI原油CL=F暴跌后RSI 33.6接近超卖；美元指数DXY RSI 70.7超买且MACD金叉，接近52周高，美元兑人民币接近52周低，整体商品偏空、美元强势。
今日关注
QQQ
Nasdaq 100 ETF
偏上行
当前价格740.62，高于SMA50（693.18）和SMA200（628.63），距52周高点仅-1.07%，RSI 59.1偏强，5日涨幅3.28%，短期动能向上，均线多头排列，技术面偏上行。
MSFT
Microsoft
偏下行
当前价格379.4，低于SMA20（413.15）、SMA50（412.98）和SMA200（451.35），空头排列，RSI 34.9接近超卖，5日跌幅-2.8%，MACD -8.57低于信号-3.54且绿柱扩大，技术面偏下行。
BABA
阿里巴巴 (BABA)
偏下行
当前价格107.1，低于所有均线（SMA20 120.91, SMA50 129.3, SMA200 149.19），空头排列，RSI 24.7进入超卖区，5日跌幅-4.96%，MACD -6.30低于信号-4.84，绿柱持续，技术面偏下行。
AAPL
Apple
中性
当前价格298.01，略低于SMA20（303.4）但高于SMA50（288.74）和SMA200（268.19），RSI 50.9处于中性区间，MACD 1.18略低于信号3.22，日涨幅0.7%，均线多头排列但短期动能不强，技术面中性。
全部资产
^VIX
VIX 恐慌指数
$16.78
-9.00%
- 5 日
- -13.68%
- 距 52w 高
- -52.5%
- RSI(14)
- 46.0
- 趋势
- 空头
- SMA 20 / 50 / 200
- 17.40 / 17.79 / 18.56
- MACD / 信号
- -0.108 / -0.053
死叉(SMA50↓SMA200) (6 天前)MACD 死叉 (今天)空头排列
^TNX
10Y 美债收益率 (%)
$4.45
-0.27%
- 5 日
- -0.27%
- 距 52w 高
- -10.9%
- RSI(14)
- 47.4
- 趋势
- 多头
- SMA 20 / 50 / 200
- 4.49 / 4.43 / 4.21
- MACD / 信号
- 0.004 / 0.017
接近 52 周低多头排列
DX-Y.NYB
美元指数 DXY
$100.84
-0.01%
- 5 日
- +1.09%
- 距 52w 高
- -0.1%
- RSI(14)
- 70.7
- 趋势
- 多头
- SMA 20 / 50 / 200
- 99.68 / 98.96 / 98.70
- MACD / 信号
- 0.399 / 0.306
MACD 金叉 (2 天前)RSI 超买接近 52 周高多头排列
SPY
S&P 500 ETF
$746.74
+0.78%
- 5 日
- +1.22%
- 距 52w 高
- -1.8%
- RSI(14)
- 54.1
- 趋势
- 多头
- SMA 20 / 50 / 200
- 747.08 / 729.66 / 688.36
- MACD / 信号
- 3.930 / 5.524
接近 52 周高多头排列
QQQ
Nasdaq 100 ETF
$740.62
+2.51%
- 5 日
- +3.28%
- 距 52w 高
- -1.1%
- RSI(14)
- 59.1
- 趋势
- 多头
- SMA 20 / 50 / 200
- 726.88 / 693.18 / 628.63
- MACD / 信号
- 9.523 / 11.111
接近 52 周高多头排列
AAPL
Apple
$298.01
+0.70%
- 5 日
- +0.81%
- 距 52w 高
- -6.1%
- RSI(14)
- 50.9
- 趋势
- 多头
- SMA 20 / 50 / 200
- 303.40 / 288.74 / 268.19
- MACD / 信号
- 1.180 / 3.216
多头排列
MSFT
Microsoft
$379.40
+0.13%
- 5 日
- -2.80%
- 距 52w 高
- -31.7%
- RSI(14)
- 34.9
- 趋势
- 空头
- SMA 20 / 50 / 200
- 413.15 / 412.98 / 451.35
- MACD / 信号
- -8.571 / -3.544
空头排列
NVDA
Nvidia
$210.69
+2.95%
- 5 日
- +2.84%
- 距 52w 高
- -10.9%
- RSI(14)
- 50.4
- 趋势
- 多头
- SMA 20 / 50 / 200
- 211.79 / 209.31 / 189.90
- MACD / 信号
- -1.067 / -0.113
多头排列
GOOGL
Alphabet
$368.03
+1.17%
- 5 日
- +2.87%
- 距 52w 高
- -9.9%
- RSI(14)
- 49.1
- 趋势
- 多头
- SMA 20 / 50 / 200
- 371.63 / 367.37 / 311.10
- MACD / 信号
- -1.850 / -0.734
多头排列
TSLA
Tesla
$400.49
+1.04%
- 5 日
- +0.34%
- 距 52w 高
- -19.7%
- RSI(14)
- 47.0
- 趋势
- 空头
- SMA 20 / 50 / 200
- 413.70 / 402.49 / 416.96
- MACD / 信号
- -2.850 / -0.505
空头排列
META
Meta
$577.22
+1.70%
- 5 日
- +1.55%
- 距 52w 高
- -27.5%
- RSI(14)
- 42.8
- 趋势
- 空头
- SMA 20 / 50 / 200
- 599.48 / 621.90 / 654.92
- MACD / 信号
- -11.455 / -9.861
空头排列
BTC-USD
Bitcoin
$63,296.04
-1.47%
- 5 日
- -3.51%
- 距 52w 高
- -49.8%
- RSI(14)
- 37.9
- 趋势
- 空头
- SMA 20 / 50 / 200
- 63,662.52 / 72,099.81 / 76,724.01
- MACD / 信号
- -2,127.320 / -2,578.011
空头排列
ETH-USD
Ethereum
$1,706.05
-1.91%
- 5 日
- -4.71%
- 距 52w 高
- -65.6%
- RSI(14)
- 39.4
- 趋势
- 空头
- SMA 20 / 50 / 200
- 1,708.22 / 1,990.96 / 2,363.79
- MACD / 信号
- -70.048 / -90.520
空头排列
SOL-USD
Solana
$72.50
-0.92%
- 5 日
- -1.24%
- 距 52w 高
- -71.4%
- RSI(14)
- 48.5
- 趋势
- 空头
- SMA 20 / 50 / 200
- 68.97 / 79.74 / 97.41
- MACD / 信号
- -1.933 / -3.056
空头排列
BABA
阿里巴巴 (BABA)
$107.10
-0.32%
- 5 日
- -4.96%
- 距 52w 高
- -44.4%
- RSI(14)
- 24.7
- 趋势
- 空头
- SMA 20 / 50 / 200
- 120.91 / 129.30 / 149.19
- MACD / 信号
- -6.297 / -4.837
RSI 超卖空头排列
PDD
拼多多 (PDD)
$79.56
-0.38%
- 5 日
- -2.14%
- 距 52w 高
- -42.9%
- RSI(14)
- 32.0
- 趋势
- 空头
- SMA 20 / 50 / 200
- 85.43 / 93.76 / 110.59
- MACD / 信号
- -4.046 / -3.933
接近 52 周低空头排列
JD
京东 (JD)
$27.57
-1.22%
- 5 日
- -1.75%
- 距 52w 高
- -25.2%
- RSI(14)
- 35.6
- 趋势
- 空头
- SMA 20 / 50 / 200
- 29.07 / 30.07 / 30.25
- MACD / 信号
- -0.650 / -0.511
空头排列
0700.HK
腾讯控股 (0700.HK)
HK$440.20
-1.17%
- 5 日
- -3.72%
- 距 52w 高
- -35.5%
- RSI(14)
- 42.4
- 趋势
- 空头
- SMA 20 / 50 / 200
- 449.04 / 469.34 / 566.02
- MACD / 信号
- -4.590 / -5.040
空头排列
GC=F
黄金期货
$4,167.90
-1.33%
- 5 日
- -1.12%
- 距 52w 高
- -25.4%
- RSI(14)
- 36.2
- 趋势
- 中性
- SMA 20 / 50 / 200
- 4,358.09 / 4,545.82 / 4,439.29
- MACD / 信号
- -95.356 / -92.822
MACD 死叉 (今天)
CL=F
WTI 原油期货
$77.79
+1.55%
- 5 日
- -8.35%
- 距 52w 高
- -34.9%
- RSI(14)
- 33.6
- 趋势
- 中性
- SMA 20 / 50 / 200
- 87.55 / 93.92 / 73.74
- MACD / 信号
- -5.071 / -3.682
USDCNY=X
美元 / 人民币
¥6.76
-0.06%
- 5 日
- -0.02%
- 距 52w 高
- -6.2%
- RSI(14)
- 40.6
- 趋势
- 空头
- SMA 20 / 50 / 200
- 6.77 / 6.80 / 6.96
- MACD / 信号
- -0.011 / -0.012
接近 52 周低空头排列
过去走势不代表未来表现，本报告仅基于公开技术指标客观解读，不构成投资建议。仅供技术指标解读参考，请结合更多分析独立决策。
Mideast Live Updates: Strains Emerge on First Day of U.S.-Iran Talks
Iranian negotiators insisted on an end to the war in Lebanon as a condition for further talks, state media reported. And President Trump renewed threats against Iran, even as Vice President JD Vance was hailing progress.
中文摘要 美伊谈判首日出现紧张：伊朗要求先结束黎巴嫩战争再进行后续谈判；特朗普再次威胁伊朗，副总统万斯则称谈判取得进展。
Australia politics live: Jane Hume attacks ‘hypocrisy’ of property tax reform as auction clearance rates fall below 50%
Deputy Liberal leader says Labor politicians pulling the ladder up behind them after using negative gearing to create wealth. Follow today’s news live Get our breaking news email, free app or daily news podcast Hume has no problem with more debate on NDIS changes, but criticises ‘horse trading’ betw
中文摘要 澳大利亚自由党副领袖Jane Hume抨击工党在房产税改革上的“虚伪”，指其政客利用负扣税创造财富。最新数据显示拍卖清盘率跌破50%。
Abelardo De La Espriella, Trump-Backed Rightist, Headed for Win in Colombia
A victory for Abelardo De La Espriella, a lawyer with no previous political experience, would be a rebuke to the left and another win for the right in Latin America.
中文摘要 获特朗普支持的极右翼律师阿贝拉尔多·德拉埃斯普列利亚（Abelardo De La Espriella）在哥伦比亚总统选举中领先，被视为对左翼的打击，也是拉美右翼又一次胜利。
Far-right millionaire Abelardo de la Espriella wins Colombia’s presidential runoff
Leftwing opponent alleges vote count irregularities after Trump-endorsed lawyer secures narrow majority The Trump-admiring far-right millionaire lawyer and self-styled “outsider” Abelardo de la Espriella has won Colombia’s presidential runoff, defeating the leftwing senator Iván Cepeda. With 99.65%
中文摘要 极右翼百万富翁律师阿贝拉尔多·德拉埃斯普列利亚赢得哥伦比亚总统决选，左翼参议员伊万·塞佩达指控计票违规。德拉埃斯普列利亚自称“局外人”，崇拜特朗普。
US-Iran talks strained as Trump threats spark Iranian walkout
Negotiations continue via mediators after US president threatened to bomb Iran and kidnap negotiating team unless strait of Hormuz reopened Iranian negotiators left high-stakes talks with the US in Switzerland in protest at a stream of threats issued by Donald Trump on social media, leaving mediator
中文摘要 美伊在瑞士的谈判因特朗普社交媒体威胁而紧张：伊朗代表一度离场抗议。特朗普威胁若不重新开放霍尔木兹海峡将轰炸伊朗。谈判随后通过调解人继续。
Almost three tonnes of cocaine found buried under Sydney property in Australia’s biggest ever seizure, police say
Australian federal police arrested and charged two men after allegedly finding 2.7 tonnes of cocaine in ‘bunkers’ under shipping containers Follow our Australia news live blog for latest updates Get our breaking news email, free app or daily news podcast Police have made what they say is Australia’s
中文摘要 澳大利亚联邦警方在悉尼一处房产的“掩体”中发现约2.7吨可卡因，创下该国最大毒品缴获纪录。两名男子被捕。
Trump faces fresh bipartisan criticism on Iran deal as Vance hails peace talks
Objections comes as Trump threatens to renew attacks on Iran if it doesn’t rein in its proxy in Lebanon US political figures from left and right voiced fresh objections on Sunday to Donald Trump’s provisional deal with Iran – even as the US president made new threats while Vice-President JD Vance ha
中文摘要 特朗普的伊朗临时协议遭到两党质疑。副总统万斯称赞和平谈判取得进展，而特朗普威胁若伊朗不约束其在黎巴嫩的代理人将再次发动攻击。
Here’s the latest.
中文摘要 暂无详细信息。
Leading Lebanese conservationist dies after Israeli airstrike on her home
Mona Khalil died Friday after an Israeli airstrike hit her beachside home two weeks ago. She's credited with creating a conservation movement in southern Lebanon to protect sea turtle nesting grounds.
中文摘要 黎巴嫩知名环保人士莫娜·哈利勒（Mona Khalil）在以色列对其海滩住宅的空袭中受伤两周后去世。她曾在黎巴嫩南部发起海龟保护运动。
Colombia weighs peace talks against a tougher approach
Colombia's government is touting a rare peace deal with a rebel group. But the front-runner in today's presidential election says he'll abandon negotiations. NPR's John Otis reports.
中文摘要 哥伦比亚政府正与一个反政府武装达成罕见和平协议，但总统选举领先者德拉埃斯普列利亚表示将放弃谈判，转而采取更强硬路线。
Hormuz dispute clouds Iran peace talks
At the Lake Lucerne summit, U.S. and Iranian officials are trying to keep a shaky peace effort alive after renewed violence and confusion over Hormuz. Former Ambassador Ryan Crocker talks about the need for strategic patience.
中文摘要 在瑞士卢塞恩峰会上，美伊官员试图维持脆弱的和平努力，但霍尔木兹海峡争端和新的暴力事件给谈判蒙上阴影。
Cambodian scam center humanitarian crisis
Cambodia is cracking down on cyber scam compounds linked to human trafficking and thousands of workers have been freed. But many say they're now stranded, with nowhere to stay and no way to get back to their families.
中文摘要 柬埔寨对与人口贩卖有关的网络诈骗窝点展开打击，释放数千名工人，但许多人称现在无处可去，无法返回家人身边，构成人道主义危机。
What are the end goals of Iran-US negotiations?
Professor and political analyst Mahjoub Zweiri breaks down what intentions behind US-Iran talks will result in.
中文摘要 政治分析家马赫朱布·兹韦里（Mahjoub Zweiri）分析美伊谈判的最终目标与意图。
Israel Directs Its Military to Limit Its Actions in Lebanon, but Tensions Persist
It was not clear whether the new directive would resolve the friction that led to deadly clashes on Friday and Saturday and threatened to derail a preliminary U.S.-Iran peace deal.
中文摘要 以色列军方收到指示，限制其在黎巴嫩的行动。但这一指令能否解决引发致命冲突的紧张局势、避免破坏美伊初步和平协议尚不明朗。
Mourners gather to remember Lebanese conservationist killed by Israel
People gathered in Beirut in memory of beloved turtle conservationist Mona Khalil, killed in Israeli attack.
中文摘要 哀悼者在贝鲁特集会，纪念在以色列袭击中遇害的黎巴嫩海龟保护人士莫娜·哈利勒。
Is Germany looking again at coal-powered electricity?
It had planned to abandon the fuel, but the higher cost of natural gas may make it think again.
中文摘要 德国原本计划淘汰燃煤发电，但由于天然气成本上涨，可能重新考虑使用煤炭。
Eileen Gu on Values That Define Success
Skiing synthetizes all of the values and reflects back to me those values I judge myself by,” Olympic gold medalist Eileen Gu tells Bloomberg in an exclusive interview in Hong Kong. The freestyle skier also describes what a week trailing her would look like, if someone can keep pace. (Source: Bloomb
中文摘要 奥运金牌得主谷爱凌在香港接受彭博专访时表示，滑雪融合了她用以评判自我的所有价值观。她还分享了自己一周的行程安排。
Fake romance to missed deliveries: How to protect yourself from three common scams
Romance and investment fraud is at record levels but what can you do to prevent being caught out.
中文摘要 浪漫诈骗和投资欺诈案件创下历史新高，本文介绍如何防范此类常见骗局。
Oil Climbs, US Futures Dip on Tense US-Iran Talks: Markets Wrap
US stock futures fell and oil climbed on Monday as talks between Washington and Tehran over a peace deal were clouded by a renewed threat from President Donald Trump to strike Iran.
中文摘要 周一美国股指期货下跌，油价上涨。美伊和平谈判因特朗普总统威胁打击伊朗而蒙上阴影。
Oil Climbs After Fresh Trump Threat as US-Iran Peace Talks Begin
Oil advanced after President Donald Trump threatened strikes on Iran if Hezbollah keeps attacking Israel, raising concerns about progress for peace talks between Washington and Tehran.
中文摘要 特朗普威胁称，如果真主党继续攻击以色列，美国将对伊朗发动打击。此言论引发美伊和谈进展担忧，油价随之走高。
Singapore Dollar Set to Gain Despite Hawkish Fed, Analysts Say
The Singapore dollar is poised to strengthen against the US dollar in the second half of the year despite a hawkish Federal Reserve boosting sentiment toward the greenback, according to strategists.
中文摘要 分析师称，尽管美联储鹰派立场提振美元情绪，但新加坡元下半年仍有望对美元走强。
Trump Ally Wins Initial Count in Colombian Presidential Vote
Conservative lawyer Abelardo de la Espriella narrowly won the preliminary vote count in Colombia’s presidential election, likely sweeping aside Gustavo Petro’s leftist movement and realigning Bogota with the US.
中文摘要 哥伦比亚总统选举初步计票结果显示，保守派律师阿贝拉多·德拉埃斯普里埃拉（特朗普盟友）以微弱优势领先，或击败左翼候选人古斯塔沃·佩特罗，使哥伦比亚重新靠拢美国。
【今朝の5本】仕事を始める前に読んでおきたい厳選ニュース
米イラン和平協議、ホルムズ原油輸送続く、英首相が近く退任表明か、重要鉱物、日産取締役案に不支持
中文摘要 今日精选5条新闻：美伊和平协议谈判、霍尔木兹海峡原油运输持续、英国首相或近期宣布辞职、重要矿产动态、日产董事提案遭反对。
India plays ‘whack-a-mole’ with online financial influencers
Regulator targets scammers who give stock tips under guise of financial education as ranks of retail investors grow
中文摘要 印度监管机构打击以金融教育为名提供股票建议的在线诈骗者，随着散户投资者数量增长，监管难度加大。
Renault Pushback on Nissan Board Picks Targets Creditor Mizuho
Renault SA’s push against two of Nissan Motor Co.’s appointments to the board effectively pits the Japanese carmaker’s top shareholder against its biggest creditor.
中文摘要 雷诺反对日产两项董事任命，此举使日产最大股东与最大债权人瑞穗形成对立。
CRH Near Biggest-Ever Deal for Arcosa, Financial Times Says
Building materials group CRH Plc. is close to its biggest deal ever to acquire competitor Arcosa Inc., and an agreement could come as soon as next week, the Financial Times reports, citing people familiar with the matter.
中文摘要 据《金融时报》援引知情人士，建筑材料集团CRH接近达成其史上最大交易，收购竞争对手Arcosa Inc.，协议最早下周达成。
Building materials group CRH nears its biggest-ever deal to buy Arcosa
Irish company closes in on purchase of Dallas-based construction firm with market capitalisation of almost $7bn
中文摘要 爱尔兰建筑材料集团CRH即将收购总部位于达拉斯的建筑公司Arcosa，后者市值近70亿美元，此交易为CRH史上最大。
AI 算力大模型优逆讨论
5 回复 · 程序员 节点
我要给 GLM5.2 道歉
25 回复 · 程序员 节点
分享自己使用 ai coding 的方式
11 回复 · 程序员 节点
发现了一个有趣的现象。
13 回复 · 程序员 节点
问一个私密但又迫切的问题，进入 ai 时代后，大家用 ai 做的项目都实实在在挣到钱了吗
42 回复 · 程序员 节点
RUST 语法极其丑陋
7 回复 · Rust 节点
登录美区账号，国区 app 不让更新了
18 回复 · Apple 节点
iPhone17 凌晨异常使用蜂窝数据欠费 500 多
46 回复 · Apple 节点
Mac 外壳磕了，国内外两次 AC 送修经历，但未修机
10 回复 · Apple 节点
[送码] 成功把 iCloud 空间省出了 190GB
61 回复 · Apple 节点
（cs2）就在今天！
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美团把GPT-5.5、Claude Opus 4.8免费使用
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又有人向openai举报team、优惠码、K12
OpenAI Developer Community – 21 Jun 26 Report on Multiple Abuse Methods Involving ChatGPT Business / Team, Codex,... ChatGPT Bugs chatgpt Hello OpenAI Team, I would like to report several abuse methods that appear to be occurring. These issues involve ChatGPT Business / Team, Business Codex, enterpr
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马上就要期末考试了，大概是7月6号考，在这段时间我如果不是啥都干完了没事干是不会动电脑了 、带-free后缀的模型 、前面有 开发公司/ 的模型 7 个帖子 - 7 位参与者 阅读完整话题
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打算再开一个公益站
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一起拼一个自部署glm 5.2
想自部署一个glm5.2 拼车 按小时计费 一个小时成本大概12块 有人一起拼吗 FP8量化版本 29 个帖子 - 22 位参与者 阅读完整话题
知道越多，越害怕发言
即使有些知识我认为已经深耕过了我还是不敢发表见解，老是认为自己学的还不够，怕有人跳出来打我脸 但是有些人，其他平台等一些人明明一知半解还敢大大大的发声，搞得我一直很郁郁… 为什么我敢在linuxdo发？那当然是因为linuxdo环境很好啊 （ 26 个帖子 - 23 位参与者 阅读完整话题
各位佬，最近我打算写一本小说<<我以残剑守蓝星>>，核心设定已经完成，前三卷人物设定和故事线也有。
我不会多说，避免破坏大家的阅读体验，下面放一张ai生成的核心设定图谱： 实在没人一起讨论，自己一个人实在太那啥了；一个人的思想太单一了，大家一起集思广益。 下面放一些，设定的文档，只有文件名，没有内容，可以大概看看： 这本书，我设定并没有只打算，只作为自己去写的书籍，这是一本可扩展，多个世界宇宙的小说；后面，这本我完本后，会开源出来，为什么现在没有开源，一是我怕被盗取(这些设定花了我不少脑细胞，真的很头疼)，而是，设定需要以当前小说去验证。再加一个核心目录的截图。 后面，完本后，我也会出一份，扩展续作的文档。 对了，现在本人，没女朋友，工作也不稳定，上班也不能手机，各位佬不要催更，如果消息没有