持续 AI

持续 AI 是 MyDeskBot 的强大功能，能够在整个开发工作流程中提供自动化的、持续的 AI 辅助。本指南解释如何设置和利用持续 AI 来简化您的开发流程。

什么是持续 AI？

持续 AI 监控您的开发活动并主动提供帮助，而无需明确的提示。它可以：

• 自动审查代码更改
• 建议改进和优化
• 检测潜在问题和错误
• 提供上下文相关的文档
• 自动化重复任务

启用持续 AI

基本设置

在配置中启用持续 AI：

# .mydeskbot/config.yaml
continuousAI:
  enabled: true
  watchPaths:
    - "src/**/*"
    - "tests/**/*"
  ignorePaths:
    - "node_modules/**/*"
    - ".git/**/*"
    - "dist/**/*"

触发事件

配置哪些事件触发持续 AI：

continuousAI:
  enabled: true
  triggers:
    - eventType: "fileSave"
      paths:
        - "src/**/*.js"
        - "src/**/*.ts"

    - eventType: "gitCommit"
      branches:
        - "main"
        - "develop"

    - eventType: "pullRequest"
      providers:
        - "github"
        - "gitlab"

工作流程自动化

代码审查自动化

设置自动代码审查：

continuousAI:
  enabled: true
  workflows:
    - name: "code-review"
      trigger:
        eventType: "fileSave"
        paths:
          - "src/**/*.js"
          - "src/**/*.ts"
      actions:
        - action: "reviewCode"
          rules:
            - "security-first"
            - "performance-optimized"
            - "coding-standards"
        - action: "suggestImprovements"
        - action: "documentChanges"

测试辅助

自动生成和更新测试：

continuousAI:
  enabled: true
  workflows:
    - name: "test-assistance"
      trigger:
        eventType: "fileSave"
        paths:
          - "src/**/*.js"
      actions:
        - action: "generateUnitTests"
          targetPath: "tests/unit/{{fileName}}.test.js"
        - action: "updateExistingTests"
          paths:
            - "tests/unit/**/*.test.js"

文档更新

保持文档与代码更改同步：

continuousAI:
  enabled: true
  workflows:
    - name: "documentation-sync"
      trigger:
        eventType: "fileSave"
        paths:
          - "src/**/*.js"
      actions:
        - action: "updateAPI docs"
          targetPath: "docs/api/{{fileName}}.md"
        - action: "updateREADME"
          targetPath: "README.md"

自定义工作流程

定义工作流程

为您的特定需求创建自定义工作流程：

continuousAI:
  enabled: true
  workflows:
    - name: "frontend-workflow"
      description: "前端开发工作流程"
      trigger:
        eventType: "fileSave"
        paths:
          - "src/components/**/*.jsx"
          - "src/pages/**/*.jsx"
      conditions:
        - branch: "feature/*"
      actions:
        - action: "lintCode"
          tool: "eslint"
        - action: "reviewAccessibility"
        - action: "optimizePerformance"
        - action: "notifyTeam"
          recipients:
            - "frontend-team@company.com"

操作类型

工作流程可用的操作类型：

workflows:
  - name: "comprehensive-workflow"
    trigger:
      eventType: "fileSave"
    actions:
      # 代码分析操作
      - action: "reviewCode"
      - action: "suggestImprovements"
      - action: "detectBugs"
      - action: "securityScan"

      # 文档操作
      - action: "generateDocs"
      - action: "updateWiki"

      # 测试操作
      - action: "generateTests"
      - action: "runTests"

      # 通知操作
      - action: "sendNotification"
        recipients:
          - "team@company.com"
        message: "检测到新的代码更改并已审查"

      # 集成操作
      - action: "createTicket"
        system: "jira"
        project: "DEV"
        type: "Task"

与开发工具集成

Git 集成

自动化 Git 工作流程：

continuousAI:
  enabled: true
  workflows:
    - name: "git-automation"
      trigger:
        eventType: "gitCommit"
        branches:
          - "main"
      actions:
        - action: "validateCommit"
        - action: "generateChangelog"
        - action: "createReleaseNotes"
        - action: "notifyTeam"
          recipients:
            - "dev-team@company.com"

最佳实践

工作流程设计

1. 从简单开始：从基本工作流程开始并添加复杂性
2. 明确触发器：明确定义何时触发操作
3. 限制范围：专注于关键任务以避免噪音
4. 监控结果：跟踪工作流程的有效性

性能优化

1. 使用过滤：仅在必要时触发操作
2. 异步执行：不要阻塞开发工作流程
3. 缓存结果：避免重复的昂贵操作
4. 批处理操作：将相似操作分组在一起

下一步

在设置持续 AI 后，探索这些相关指南：

• 计划模式指南 - 将持续 AI 与计划模式结合
• 自定义代码 RAG - 增强持续 AI 的上下文理解
• 理解配置 - 深入探讨配置选项