[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-74721":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":15,"subscribersCount":15,"size":15,"stars1d":16,"stars7d":17,"stars30d":18,"stars90d":15,"forks30d":15,"starsTrendScore":19,"compositeScore":20,"rankGlobal":10,"rankLanguage":10,"license":21,"archived":22,"fork":22,"defaultBranch":23,"hasWiki":24,"hasPages":22,"topics":25,"createdAt":10,"pushedAt":10,"updatedAt":31,"readmeContent":32,"aiSummary":33,"trendingCount":15,"starSnapshotCount":15,"syncStatus":34,"lastSyncTime":35,"discoverSource":36},74721,"AgentOS","SpharxTeam\u002FAgentOS","SpharxTeam","Airymax AgentOS Transcend context limits. Achieve near-infinite memory.","https:\u002F\u002Fatomgit.com\u002Fopenairymax",null,"C",1175,109,94,0,29,91,150,87,19.12,"Apache License 2.0",false,"main",true,[26,27,28,29,30],"ai","assistant","non-langchain-wrapper","os","own-your-data","2026-06-12 02:03:27","[![Star History Rank](https:\u002F\u002Fapi.star-history.com\u002Fbadge?repo=SpharxTeam\u002FAgentOS)](https:\u002F\u002Fwww.star-history.com\u002Fspharxteam\u002Fagentos)   \n\n# AgentOS\nPowered by OpenAirymax\n> The seminal fourth \"Operating System Philosophy\" in human computing history.\n\nEnglish | [简体中文](README_zh.md)\n\n[![AtomGit](https:\u002F\u002Fatomgit.com\u002Fopenairymax\u002Fagentos\u002Fstar\u002Fbadge.svg)](https:\u002F\u002Fatomgit.com\u002Fopenairymax\u002Fagentos)\n[![star](https:\u002F\u002Fgitee.com\u002Fspharx\u002Fagentos\u002Fbadge\u002Fstar.svg?theme=dark)](https:\u002F\u002Fgitee.com\u002Fspharx\u002Fagentos)\n[![GitHub stars](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002FSpharxTeam\u002FAgentOS)](https:\u002F\u002Fgithub.com\u002FSpharxTeam\u002FAgentOS\u002Fstargazers)\n\n[![Version](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fversion-0.0.5-5a6b7e)](https:\u002F\u002Fatomgit.com\u002Fopenairymax\u002Fagentos)\n[![License](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Flicense-Apache--2.0-4a90d9)](LICENSE)\n[![Build](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fbuild-passing-2ea44f)](https:\u002F\u002Fatomgit.com\u002Fopenairymax\u002Fagentos)\n\n[![C\u002FC++](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FC%2FC%2B%2B-11%2F17-00599C?logo=c%2B%2B&logoColor=white)](https:\u002F\u002Fisocpp.org)\n[![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3.10+-3776AB?logo=python&logoColor=white)](https:\u002F\u002Fwww.python.org)\n[![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-1.21+-00ADD8?logo=go&logoColor=white)](https:\u002F\u002Fgo.dev)\n[![Rust](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FRust-1.70+-DEA584?logo=rust&logoColor=white)](https:\u002F\u002Fwww.rust-lang.org)\n[![TypeScript](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FTypeScript-4.9+-3178C6?logo=typescript&logoColor=white)](https:\u002F\u002Fwww.typescriptlang.org)\n\n---\n\n## 🎉 Preview Released\n\n| User Type | Product | Version | Download |\n|:---------:|:-------:|:-------:|:--------:|\n|  **Pro Users** | Docker | `v0.0.5` | [📦 Get Docker](https:\u002F\u002Fatomgit.com\u002Fopenairymax\u002Fdocker\u002Freleases\u002Fv0.0.5) |\n|  **Personal Users** | Desktop | `v0.0.5` | [🖥️ Get Desktop](https:\u002F\u002Fatomgit.com\u002Fopenairymax\u002Fdesktop\u002Freleases\u002Fv0.0.5) |  \n\n\n## 🌟 Introduction\n\n**AgentOS** is an intelligent agent operating system that provides comprehensive OS-level support for orchestrating agent teams.\n\n### 🎥 Project Preview\n\nPersonal Client Preview\n\n\u003Cdiv align=\"center\">\n\u003Cimg src=\"scripts\u002Fassets\u002FAgentOS-desktop-preview.gif\" alt=\"AgentOS Preview\" width=\"800\">\n\u003C\u002Fdiv>\n\n## 💡 Innovation Highlights\n\n\u003Cdiv align=\"center\">\n\n⚡️\n\n**Foundational [Multibody Cybernetic Intelligent System](docs\u002FBasic_Theories\u002FEN_01_MCIS.md)**\n\n\u003C\u002Fdiv>\n\n- **Pure Kernel**: Only atomic mechanisms, ensuring purity and efficiency.\n- **Cognitive Loop**: Perception, Planning, Action.\n- **Memory Stratification**: L1 Raw → L2 Features → L3 Structures → L4 Patterns.\n- **Inherent Security**: Sandbox Isolation, Permission Arbitration, Input Sanitization, Audit Trail.\n- **Token Efficiency**: Saves approximately **500%** tokens compared to traditional frameworks.\n- **Comprehensive SDKs**: Native support for Go \u002F Python \u002F Rust \u002F TypeScript.\n\n## 🎯 Core Philosophy\n\n**Drive Teams**\n- Precisely coordinates multi-Agent collaboration\n- Efficiently completes complex task orchestration and resource scheduling\n\n**Autonomous Evolution**:\n- Possesses self-evolution capability\n- Dynamically adjusts strategies\n- Continuously optimizes execution effectiveness\n\n\u003Cp align=\"center\">\n  \u003Cstrong> ✨ \u003C\u002Fstrong>\n  \u003Cp align=\"center\">\n  \u003Cstrong> Brand New Architecture · Inherent Security · Intelligence Emergence \u003C\u002Fstrong>\n\u003C\u002Fp>\n\n## 🏗️ System Architecture\n\n**Architecture Design**\n  Complete architecture from kernel to application:\n\n```\n⬇️ Application Layer (openlab)\n⇅ Service Layer (daemon)\n⇅ Kernel Layer (atoms)\n⇅ Security Layer (cupolas)\n⇅ Support Layer (commons)\n⬆️ SDK Layer (toolkit)\n```\n\n**Design Principles**\n  Built upon [ARCHITECTURAL_PRINCIPLES](docs\u002FARCHITECTURAL_PRINCIPLES.md):\n- **System Perspective**: Feedback loops · Layered decomposition · Holistic design · Emergence management → Real-time response \u003C10ms\n- **Kernel Perspective**: Minimalist kernel · Contractual interfaces · Service isolation · Pluggable strategies → Kernel ~25K LOC\n- **Cognitive Perspective**: Dual-system synergy · Incremental evolution · Memory stratification · Forgetting mechanism → Token savings 500%\n- **Engineering Perspective**: Security built-in · Observability · Resource determinism · Cross-platform consistency → Test coverage >90%\n- **Design Aesthetics**: Simplicity first · Extreme attention to detail · Human-centric · Perfectionism → API \u003C50\u002Fmodule\n\n## 🚀 Quick Start\n\n### Environment Requirements\n\n- **Operating System**: Ubuntu 22.04+ \u002F macOS 13+ \u002F Windows 11 (WSL2)\n- **Compiler**: GCC 11+ \u002F Clang 14+ (C11\u002FC++17)\n- **Build Tools**: CMake 3.20+, Ninja\n- **Python**: 3.10+ (Required for OpenLab)\n\n### Installation & Build\n\n```ctext\n# 1. Clone repository\ngit clone https:\u002F\u002Fatomgit.com\u002Fopenairymax\u002Fagentos.git && cd agentos\n\n# 2. Install dependencies (Ubuntu)\nsudo apt install -y build-essential cmake gcc g++ libssl-dev libsqlite3-dev ninja-build\n\n# 3. Build kernel\nmkdir build && cd build\ncmake .. -G Ninja -DCMAKE_BUILD_TYPE=Release -DBUILD_TESTS=ON\ncmake --build . --parallel $(nproc)\n\n# 4. Run tests\nctest --output-on-failure\n```\n\n### Docker Quick Start\n\n```text\n# Build image\ndocker build -f scripts\u002Fdeploy\u002Fdocker\u002FDockerfile.kernel -t agentos:latest .\n\n# Run container\ndocker run -d --name agentos -p 8080:8080 -v .\u002Fconfig:\u002Fapp\u002Fconfig agentos:latest\n```\n\n### Usage Methods\n\n```\n| Language | Usage Method |\n|:-----|:---------|\n| C\u002FC++ | Develop via `syscalls.h` system call interface |\n| Python | Install via `pip install agentos` then directly import |\n| Go | Use `import \"github.com\u002Fspharx\u002Fagentos\u002Ftoolkit\u002Fgo\"` |\n| Rust | Use `use agentos_toolkit::prelude::*;` |\n| TypeScript | Install via `npm install @spharx\u002Fagentos-toolkit` then directly import |\n```\n\n### Reading Navigation\n\n| Document | Core Content |\n|:-----|:---------|\n| [📘 Architectural Principles](docs\u002FARCHITECTURAL_PRINCIPLES.md) | Five-dimensional orthogonal system, 24 core principles |\n| [🚀 Quick Start](docs\u002Fguides\u002Fquickstart.md) | 5-minute getting-started guide |\n| [⚙️ Build Guide](docs\u002Fguides\u002Fbuild.md) | Detailed build steps and options |\n| [🧪 Testing Guide](docs\u002Fguides\u002Ftesting.md) | Unit\u002FIntegration\u002FContract testing |\n| [🐳 Deployment Guide](docs\u002Fguides\u002Fdeployment.md) | Docker\u002FKubernetes deployment |\n\n### Common Questions\n\n\u003Cdetails>\n\u003Csummary>👉 Q1: What is the difference between AgentOS and traditional AI Agent frameworks?\u003C\u002Fsummary>\n\nAgentOS is an **operating system-level** product, not a single framework:\n\n| Dimension | AgentOS | Traditional Frameworks |\n|------|---------|----------|\n| **Positioning** | Multi-agent collaboration OS | Single agent |\n| **Architecture** | Microkernel + strict layering | Loosely coupled modules |\n| **Security** | Four-layer inherent security | Application-level protection |\n| **Memory** | Four-layer stratification system | Vector database |\n| **Token Efficiency** | Saves ~500% | No optimization |\n\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>👉 Q2: Which application scenarios is it suitable for?\u003C\u002Fsummary>\n\n**✅ Especially suitable**\n- 🎯 Complex multi-step task orchestration\n- 🧠 Long-term memory and knowledge accumulation needs\n- 🔒 High-security enterprise applications\n- 💾 Resource-constrained embedded scenarios (atomslite)\n- 🌐 Multi-language development teams\n\n**❌ Not suitable**\n- 🚫 Simple single-call tasks (using a sledgehammer to crack a nut)\n\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>👉 Q3: How is security guaranteed?\u003C\u002Fsummary>\n\n**Security built-in design, four-layer protection**\n\n| Protection Layer | Implementation Method |\n|---------|---------|\n| **Virtual Workspace** | Process\u002FContainer\u002FWASM sandbox isolation |\n| **Permission Arbitration** | RBAC + YAML rule engine |\n| **Input Sanitization** | Regex filtering + Type checking |\n| **Audit Trail** | Full-chain tamper-proof logging |\n\nSee [cupolas security documentation](agentos\u002Fcupolas\u002FREADME.md)\n\n\u003C\u002Fdetails>\n\n\u003Cdetails>\n\u003Csummary>👉 Q4: What prerequisite knowledge is needed for learning?\u003C\u002Fsummary>\n\n| Role | Prerequisite Knowledge | Time to Get Started |\n|------|---------|----------|\n| **Application Developer** | Python\u002FGo basics | 1-2 days |\n| **System Developer** | C\u002FC++, OS fundamentals | 1-2 weeks |\n| **Architect** | Microkernel, distributed systems | 1 month |\n\n**Recommended Path**: [Quick Start](agentos\u002Fmanuals\u002Fguides\u002Fquickstart.md) → [Architectural Principles](agentos\u002Fmanuals\u002FARCHITECTURAL_PRINCIPLES.md) → [CoreLoopThree](agentos\u002Fmanuals\u002Farchitecture\u002Fcoreloopthree.md)\n\n\u003C\u002Fdetails>\n\n## 🎏 Participating in Contribution\n\nWe are walking into the future: \"Intelligence emergence, and nothing less, is the ultimate sublimation of AI\".\n\n### The Power of Belief\n\n\u003Cp align=\"center\">\n  \u003Cstrong> ☀️ \u003C\u002Fstrong>\n  \u003Cp align=\"center\">\n  \u003Cstrong> This is not humanity's sunset, but the dawn of a new world \u003C\u002Fstrong>\n\u003C\u002Fp>\n\n**Believe**\n\n  The spirit of open source can maximize the wisdom of the group;\n  Collaboration will propel humanity to new heights.\n\n**Witness**\n\n  Every day of our work is part of history;\n  It will surely be engraved on the monument of human civilization's development.\n\n### Ways to Contribute\n\nWhether you are an experienced developer or just starting out:\n\n**Find Issues**\nReport bugs, help us improve quality\n\n**Share Ideas**\nSuggest new features, make the project stronger\n\n**Share Knowledge**\nImprove documentation, help more people understand AgentOS\n\n**Write Code**\nSubmit PRs, jointly create history\n\n\u003Cp align=\"center\">\n  \u003Cstrong> 🔥 \u003C\u002Fstrong>\n  \u003Cp align=\"center\">\n  \u003Cstrong> A faint light cannot illuminate the entire path, yet it guides our direction forward \u003C\u002Fstrong>\n\u003C\u002Fp>\n\n### Contribution Process\n\nSee [Contributing Guide](CONTRIBUTING.md)\n\n```bash\nFork Project → Create Branch → Develop & Test → Submit PR → Code Review → Merge to Main\n```\n\n**Main Platforms**: [AtomGit](https:\u002F\u002Fatomgit.com\u002Fspharx\u002Fagentos) (Recommended) · [Gitee](https:\u002F\u002Fgitee.com\u002Fspharx\u002Fagentos) · [GitHub](https:\u002F\u002Fgithub.com\u002FSpharxTeam\u002FAgentOS)\n\n### Contributors\n\nSee [AUTHORS.md](AUTHORS.md) for the list of contributors.\n\n## 📜 License\n\nThis project is licensed under the **Apache License 2.0**. See [LICENSE](LICENSE) file for details.\n\n***\n\n\u003Cdiv align=\"center\">\n\n**\"From data intelligence emerges.\"**\n\n\u003Cimg src=\"scripts\u002Fassets\u002Ffeishu-community-qr.png\" width=\"200\" \u002F>\n\n\u003Ca href=\"https:\u002F\u002Fatomgit.com\u002Fspharx\u002Fagentos\">AtomGit\u003C\u002Fa> · \u003Ca href=\"https:\u002F\u002Fgitee.com\u002Fspharx\u002Fagentos\">Gitee\u003C\u002Fa> · \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FSpharxTeam\u002FAgentOS\">GitHub\u003C\u002Fa> · \u003Ca href=\"https:\u002F\u002Fspharx.cn\">Official Website\u003C\u002Fa>\n\n© 2026 SPHARX Ltd. All Rights Reserved.\n\n\u003C\u002Fdiv>\n\n***\n\n## ⭐️ Github Star History\n\n[![Star History Chart](https:\u002F\u002Fapi.star-history.com\u002Fchart?repos=SpharxTeam\u002FAgentOS&type=date&legend=top-left)](https:\u002F\u002Fstar-history.com\u002F#SpharxTeam\u002FAgentOS)\n\n## Global Rank\n\n\u003Ca href=\"https:\u002F\u002Fwww.star-history.com\u002Fspharxteam\u002Fagentos\">\n \u003Cpicture>\n   \u003Csource media=\"(prefers-color-scheme: dark)\" srcset=\"https:\u002F\u002Fapi.star-history.com\u002Fchart?repos=SpharxTeam\u002FAgentOS&style=landscape1&theme=dark\" \u002F>\n   \u003Csource media=\"(prefers-color-scheme: light)\" srcset=\"https:\u002F\u002Fapi.star-history.com\u002Fchart?repos=SpharxTeam\u002FAgentOS&style=landscape1\" \u002F>\n   \u003Cimg alt=\"Star History Chart\" src=\"https:\u002F\u002Fapi.star-history.com\u002Fchart?repos=SpharxTeam\u002FAgentOS&style=landscape1\" \u002F>\n \u003C\u002Fpicture>\n\u003C\u002Fa>\n","AgentOS 是一个智能代理操作系统，旨在为协调代理团队提供全面的操作系统级支持。该项目的核心功能包括多体赛博智能系统、认知循环机制以及多层次的记忆结构，这些设计共同实现了近乎无限的内存扩展能力。此外，它还具备固有的安全性措施和高效的令牌使用效率，相比传统框架可节省约500%的令牌。AgentOS 支持多种编程语言（如C、Python、Go、Rust和TypeScript）的SDK，便于开发者集成。适用于需要高度协作与资源调度灵活性的人工智能应用开发场景，特别是在构建复杂任务处理系统时能够发挥其优势。",2,"2026-06-11 03:50:30","high_star"]