# CogitoAgent Roadmap / 路线图 > This document outlines the public roadmap for CogitoAgent. Community feedback and suggestions are welcome. > > 本文档公开了 CogitoAgent 的开发计划和未来方向。我们欢迎社区反馈和建议。 --- ## Legend / 图例 | Symbol / 符号 | Meaning / 含义 | | ------------- | -------------------- | | ✅ | Completed / 已完成 | | 🔄 | In Progress / 进行中 | | 📅 | Planned / 已规划 | | 💡 | Proposed / 提议中 | --- ## Short-term (v2.4 - v2.5) / 短期目标 ### Core Improvements / 核心增强 | Item / 项目 | Status / 状态 | Description / 说明 | | --------------------------------------- | ------------- | ------------------------------------------------------------------------------------------- | | Tool execution performance optimization | 📅 | Reduce tool call overhead, caching frequently used results / 降低工具调用开销，缓存常用结果 | | Session context management improvements | 📅 | Better context window utilization, smart compression / 优化上下文窗口利用，智能压缩 | | Configuration UI in Dashboard | 💡 | Visual configuration editor in Electron dashboard / 在 Dashboard 中添加可视化配置编辑器 | | Plugin hot-reload support | 💡 | Load/unload plugins without restarting agent / 支持不重启 Agent 即可加载/卸载插件 | ### New Tools / 新工具 | Item / 项目 | Status / 状态 | Description / 说明 | | -------------------------- | ------------- | ------------------------------------------------------------------------------------------------------------------------------------ | | YAML processing tools | 📅 | Read, write, validate YAML files / 读写和验证 YAML 文件 | | Image generation tools | ✅ | Generate images via OpenAI-compatible APIs (implemented in v2.3.2, `generateImage`) / 通过 OpenAI 兼容 API 生成图片（v2.3.2 已实现） | | PDF generation tools | 💡 | Create PDF reports from templates / 从模板创建 PDF 报告 | | Time zone / calendar tools | 📅 | Date calculation, timezone conversion, calendar ops / 日期计算、时区转换、日历操作 | ### Community & Docs / 社区与文档 | Item / 项目 | Status / 状态 | Description / 说明 | | ----------------------------------- | ------------- | ---------------------------------------------------------------------------- | | English documentation refinement | 📅 | Improve English docs for international audience / 完善英文文档，服务国际用户 | | Video tutorials (Chinese + English) | 💡 | Step-by-step setup and usage videos / 分步安装和使用视频教程 | | Community plugin registry | 💡 | Directory for community-contributed plugins / 社区贡献的插件目录 | | `good first issue` task pool | 🔄 | 10+ beginner-friendly tasks tagged and ready / 10+ 个新手友好任务已就绪 | --- ## Mid-term (v2.6 - v3.0) / 中期目标 ### Agent Capabilities / 智能体能力 | Item / 项目 | Status / 状态 | Description / 说明 | | -------------------------------------- | ------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------ | | Long-term memory (vector DB) | 💡 | Persistent memory with semantic search via local vector DB / 通过本地向量数据库实现持久化记忆和语义搜索 | | Multi-agent collaboration improvements | 💡 | Better sub-agent coordination, shared context, result aggregation / 改进子智能体协作、共享上下文和结果聚合 | | Scheduled autonomous tasks | ✅ | Agent runs scheduled tasks without user intervention (implemented via `scheduler.ts`) / Agent 无需用户干预即可执行定时任务（已由 `scheduler.ts` 实现） | | ReAct reasoning enhancements | 💡 | Improved step-by-step reasoning with self-verification / 改进的逐步推理和自我验证能力 | ### Platform & Integration / 平台与集成 | Item / 项目 | Status / 状态 | Description / 说明 | | ------------------------------- | ------------- | -------------------------------------------------------------------------------------------------------------------- | | VS Code extension | 💡 | CogitoAgent as VS Code extension for inline AI assistance / 作为 VS Code 扩展提供内联 AI 辅助 | | Slack / Discord bot integration | 💡 | Agent accessible via team chat platforms / 通过团队聊天平台访问 Agent | | MCP Client mode | ✅ | Connect to external MCP servers as a client (implemented in v2.3.2) / 作为客户端连接外部 MCP 服务器（v2.3.2 已实现） | | Docker Compose production-ready | ✅ | Optimized Docker deployment with health checks / 优化的 Docker 部署，包含健康检查 | ### Tool Ecosystem / 工具生态 | Item / 项目 | Status / 状态 | Description / 说明 | | --------------------------------- | ------------- | -------------------------------------------------------------------------------------- | | Web scraping enhancements | 💡 | Structured data extraction, pagination support / 结构化数据提取，分页支持 | | Advanced data visualization | 💡 | More chart types, interactive dashboards / 更多图表类型，交互式仪表盘 | | Natural language query for SQLite | 💡 | Ask questions in natural language, get SQL results / 用自然语言提问，获取 SQL 查询结果 | | Audio processing tools | 💡 | Speech-to-text, audio analysis / 语音转文字，音频分析 | --- ## Long-term (v3.0+) / 长期目标 | Item / 项目 | Description / 说明 | | -------------------------- | -------------------------------------------------------------------------------------------------------- | | **Local AI model support** | Run local LLMs (via Ollama/LM Studio) without any API key / 运行本地 LLM，无需任何 API Key | | **Mobile companion app** | iOS/Android app for communicating with your desktop agent / 与桌面 Agent 通信的 iOS/Android 应用 | | **Enterprise features** | RBAC, audit logging, team workspaces, SSO integration / 角色权限、审计日志、团队工作区、SSO 集成 | | **Plugin Marketplace** | A web marketplace for community plugins with one-click install / 社区插件市场，一键安装 | | **Knowledge Graph** | Auto-build knowledge graph from workspace files / 从工作区文件自动构建知识图谱 | | **Multi-platform desktop** | Native Linux packages, macOS .dmg, Windows MSI / 原生 Linux 包、macOS .dmg、Windows MSI | | **Self-hosted web UI** | Browser-based full UI (no Electron needed) for server deployment / 基于浏览器的完整 UI，适用于服务器部署 | --- ## Recently Completed / 近期完成 | Version / 版本 | Highlights / 亮点 | | -------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | **v2.3.2** | Full TypeScript migration, 6 new professional modules (GIS, Bio, Med, Chem, Finance, Math), CI/CD pipelines / 全量 TypeScript 迁移，6 个专业模块，CI/CD 流水线 | | **v2.3.1** | WeChat iLink protocol integration, QR login, message send/receive / 微信 iLink 协议集成，扫码登录，消息收发 | | **v2.3.0** | Multi-session, sandbox upgrade, MCP protocol, plugin system, OCR/Vision, thought chain visualization / 多会话、沙箱升级、MCP 协议、插件系统、OCR/视觉、思维链可视化 | | **v2.2.0** | Agent modularization, logger levels / Agent 模块化，日志级别 | | **v2.1.0** | Removed vm2, switched to native Node.js vm module / 移除 vm2，切换到原生 Node.js vm 模块 | | **v2.0.0** | Code execution engine, Git, task management, memory system, data processing, SQLite, email, monitoring, scheduler / 代码执行引擎、Git、任务管理、记忆系统、数据处理、SQLite、邮件、监控、定时任务 | --- ## How to Influence This Roadmap / 如何影响路线图 1. **Upvote existing issues**: 👍 react on GitHub Issues to show interest / 在 GitHub Issues 上点赞 👍 表达兴趣 2. **Create feature requests**: Use the [Feature Request template](https://github.com/SnowLeopard-io/CogitoAgent/issues/new?template=feature_request.yml) / 使用功能建议模板提交 3. **Join discussions**: Share your thoughts in [GitHub Discussions](https://github.com/SnowLeopard-io/CogitoAgent/discussions) / 在讨论区分享你的想法 4. **Contribute**: We welcome PRs! See [CONTRIBUTING.md](CONTRIBUTING.md) / 我们欢迎 PR！详见贡献指南 --- > **Disclaimer**: This roadmap reflects current plans and is subject to change based on community feedback and project priorities. > > **免责声明**：本路线图反映当前计划，可能会根据社区反馈和项目优先级进行调整。