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terminal-first coding agent that helps models search, remember, execute, and verify more reliably","maintainers":[{"name":"wholiver_hu","email":"oliverhuchenrui@icloud.com"}],"readme":"<p align=\"center\">\n  <img src=\"docs/images/metis-readme-icon.png\" width=\"144\" alt=\"Metis 应用图标\" />\n</p>\n\n<p align=\"center\">\n  <a href=\"README.md\">English</a> · <strong>简体中文</strong>\n</p>\n\n<p align=\"center\">\n  <a href=\"https://www.typescriptlang.org/\"><img alt=\"TypeScript\" src=\"https://img.shields.io/badge/language-TypeScript-3178C6?logo=typescript&amp;logoColor=white\" /></a>\n  <a href=\"https://www.npmjs.com/package/@wholiver_hu/metis\"><img alt=\"npm 版本\" src=\"https://img.shields.io/npm/v/%40wholiver_hu%2Fmetis?label=npm&amp;color=CB3837\" /></a>\n  <a href=\"https://github.com/Wholiver/metis/releases/latest\"><img alt=\"最新 GitHub Release\" src=\"https://img.shields.io/github/v/release/Wholiver/metis?label=release&amp;color=24292F\" /></a>\n  <a href=\"https://nodejs.org/\"><img alt=\"Node.js 22.19.0 或更高版本\" src=\"https://img.shields.io/badge/Node.js-%3E%3D22.19.0-339933?logo=nodedotjs&amp;logoColor=white\" /></a>\n  <a href=\"#许可证\"><img alt=\"MIT License\" src=\"https://img.shields.io/badge/license-MIT-4C1\" /></a>\n  <a href=\"https://siliconflow.cn\"><img alt=\"Powered by 硅基流动\" src=\"https://img.shields.io/badge/Powered_by-%E7%A1%85%E5%9F%BA%E6%B5%81%E5%8A%A8-2563eb\" /></a>\n</p>\n\n<p align=\"center\">\n  <strong>贯穿终端与桌面的编程 Agent：搜索、记忆、执行、验证。</strong>\n</p>\n\n<p align=\"center\">\n  <a href=\"#合作伙伴\">合作伙伴</a> ·\n  <a href=\"#快速开始\">快速开始</a> ·\n  <a href=\"#基准评测与主流-agent-对比\">基准评测与对比</a> ·\n  <a href=\"#核心特性\">核心特性</a> ·\n  <a href=\"#文档\">文档</a>\n</p>\n\n## 合作伙伴\n\n| 商标 | 合作方 | 链接 |\n| :---: | :--- | :--- |\n| <img src=\"docs/images/siliconflow-logo.png\" alt=\"硅基流动\" height=\"36\" /> | **硅基流动（SiliconFlow）** — 国内领先的独立生态词元（Token）供应平台，为Metis提供高效、灵活的模型推理能力。 | [siliconflow.cn](https://siliconflow.cn) |\n\n## 快速开始\n\n### 桌面版\n\n内置独立运行时与 Metis CLI / Server，无需另行安装 Node.js：\n\n- **macOS（Apple 芯片）**：从[最新 GitHub Release](https://github.com/Wholiver/metis/releases/latest) 下载 `Metis-*-macos-arm64.dmg`，将 **Metis.app** 拖入**应用程序**。\n- **Windows（x64）**：从[最新 GitHub Release](https://github.com/Wholiver/metis/releases/latest) 下载 `Metis-*-win-x64-setup.exe` 安装包或 `.zip` 解压使用。\n\n<details>\n<summary><strong>CLI 安装</strong></summary>\n\n需要 Node.js `>=22.19.0`。\n\n```bash\nnpm install -g @wholiver_hu/metis\nmetis\n```\n\n在任意项目目录中直接运行：\n\n```bash\nmetis \"解释这个代码仓库\"\nmetis @src/main.ts \"检查这个文件\"\ngit diff | metis -p \"审查这个 diff\"\n```\n\n支持的订阅 Provider 可通过 `/login` 登录，也可配置 API Key。完整使用指南见[快速入门](docs/quickstart.md)。\n\n</details>\n\n## 基准评测与主流 Agent 对比\n\n### Terminal-Bench 2.1 实测对比\n\n在相同模型（**DeepSeek V4 Flash**）、相同 89 个真实编程任务、相同成本预算与执行环境下进行严格对比测试：\n\n| Agent 框架 | 评测模型 | 评测基准 | 解决率 (准确率) | 架构与 Harness 核心优势 |\n| :--- | :--- | :--- | :---: | :--- |\n| 🏆 **Metis** | DeepSeek V4 Flash | Terminal-Bench 2.1 (89 任务) | **73 / 89 (82.02%)** | ✅ 递归 5 角色多智能体 + 自我学习适配 + Plan/Build 分离 |\n| **OpenCode** | DeepSeek V4 Flash | Terminal-Bench 2.1 (89 任务) | 60 / 89 (67.42%) | ⚠️ 单线程扁平工具执行流 |\n| 📈 *提升幅度* | *同等模型与预算* | *完全一致的执行环境* | **+14.6% (+13 项任务)** | 🚀 *纯 Agent Harness、适配演进与验证门禁带来的性能跃升* |\n\n### 全维度特性对比矩阵\n\n| 核心能力 | Metis | Claude Code | OpenCode | Cursor / Cline |\n| :--- | :---: | :---: | :---: | :---: |\n| **开源许可与费用** | ✅ **MIT ($0 免费)** | ❌ 闭源商业 | ✅ MIT ($0 免费) | ⚠️ 商业增值 |\n| **模型生态自由度** | ✅ **任意模型 / OrcaRouter** | ❌ 仅限 Anthropic | ✅ 多 Provider | ⚠️ 受限 / BYOK |\n| **客户端界面** | ✅ **终端 TUI + React 桌面端** | ⚠️ 仅终端 | ⚠️ 仅终端 | ⚠️ 仅 IDE 插件 |\n| **工作流控制** | ✅ **Plan 规划 ↔ Build 构建** | ⚠️ 单一线性流 | ⚠️ 单一线性流 | ⚠️ 对话/行内 |\n| **多智能体架构** | ✅ **递归 L0→L4 (5 具名角色)** | ⚠️ 扁平子 Agent | ⚠️ 基础支持 | ❌ 无 |\n| **自我学习适配** | ✅ **文件系统画像与工作流演化** | ❌ 临时上下文 | ❌ 临时上下文 | ⚠️ 代码 Embeddings |\n| **验证与证据门禁** | ✅ **测试门禁 + 视频证据** | ⚠️ 手工 Bash | ⚠️ 手工 Bash | ⚠️ 基础 Linter |\n| **无头基准评测** | ✅ **Python 适配器 + 全链路 Trace** | ❌ 无原生适配 | ⚠️ 部分支持 | ❌ 无 |\n\n## 核心特性\n\n- **Plan 与 Build 双工作流** — 在只读 Plan 模式中安全调查并生成方案；在 Build 模式下按已确认方案与动态清单可靠执行。\n- **终端 TUI 与桌面端双界面** — 既可在终端使用交互式全功能 TUI，也可在 macOS 和 Windows 上使用基于 React/Vite 的可视化桌面工作区。\n- **原生命名递归多智能体体系** — 内置具名 Agent 角色（`coordinator`、`planner`、`implementer`、`reviewer`、`verifier`），支持 L0→L4 递归委派与 Git Worktree 隔离。\n- **自我学习适配与会话恢复** — 项目画像、工作流演进与定制检查在用户目录安全生效，支持透明审查与精确回滚。\n- **全模型自由与高可扩展性** — 支持 OpenAI、Anthropic、DeepSeek、OrcaRouter、Gemini、Groq、Ollama 等任意端点，支持 TypeScript 插件、Agent Skills 与 MCP。\n- **评测级可靠性与验证门禁** — 自动化验证检查、视频证据分析，全面适配 Terminal-Bench 2.1 与 Harbor 自动化评测。\n\n## 文档\n\n| 主题 | 指南 |\n| --- | --- |\n| 安装、认证与首次运行 | [快速入门](docs/quickstart.md) |\n| 命令与终端界面 | [使用 Metis](docs/usage.md) · [TUI](docs/tui.md) |\n| Provider 与自定义模型 | [Providers](docs/providers.md) · [在 Metis 中使用 SiliconFlow](docs/use-siliconcloud-in-metis.md) · [Custom models](docs/models.md) · [Custom providers](docs/custom-provider.md) |\n| 具名多智能体体系 | [多智能体与递归委派](docs/agents.md) |\n| 基准评测与无头模式 | [TerminalBench 与 Harbor 适配](docs/terminalbench.md) |\n| 会话与上下文压缩 | [Sessions](docs/sessions.md) · [Compaction](docs/compaction.md) |\n| Extensions、Skills 与 Packages | [Extensions](docs/extensions.md) · [Skills](docs/skills.md) · [Packages](docs/packages.md) |\n| Prompt 与界面定制 | [Prompt templates](docs/prompt-templates.md) · [Themes](docs/themes.md) · [Keybindings](docs/keybindings.md) |\n| 程序化集成 | [SDK](docs/sdk.md) · [RPC](docs/rpc.md) · [JSON](docs/json.md) |\n| 视频检查 | [Video tool](docs/video.md) |\n| 安全与配置 | [Security](docs/security.md) · [Settings](docs/settings.md) |\n| 平台与隔离 | [Windows](docs/windows.md) · [Termux](docs/termux.md) · [tmux](docs/tmux.md) · [Containers](docs/containerization.md) |\n| 自主自我学习与运行时自适应 | [自主自我学习闭环](docs/self-learning.md) |\n\n全部指南见[文档索引](docs/index.md)。\n\n<details>\n<summary><strong>开发者信息</strong></summary>\n\n```bash\nnpm run build                 # 编译 TypeScript 并复制运行时资源\nnpm test                      # 运行 Vitest 测试套件\nnpm run clean                 # 删除编译输出\nnpm run build:binary          # 构建独立二进制文件\nnpm --prefix desktop run dev  # 启动 React/Vite Desktop 开发环境\nnpm --prefix desktop run build # 构建 Renderer 与 Electron Artifact\n```\n\n软件包从 `@wholiver_hu/metis` 导出 Node.js SDK，并从 `@wholiver_hu/metis/rpc-entry` 导出 RPC 入口。\n\n</details>\n\n## 参与贡献\n\n欢迎参与 Metis 开发。开发流程、Extension 与 Package 接入、测试及 AI 辅助贡献说明见 [CONTRIBUTING.zh-CN.md](CONTRIBUTING.zh-CN.md)。\n\n## 许可证\n\n本项目使用 [MIT License](LICENSE)。\n\n本项目认可 [LINUX DO](https://linux.do) 社区。\n","readmeFilename":"README.zh-CN.md"}