miyabi__analyze_task_intent

Analyzes user prompts to classify tasks as development-related or general, enabling appropriate routing for processing.

Instructions

ユーザーのタスクを分析し、開発関連か一般タスクかを判定します

Input Schema

TableJSON Schema

Name	Required	Description	Default
`prompt`	Yes	分析するユーザーのプロンプト

Implementation Reference

src/handlers.js:146-160 (handler)

The core handler function for the 'miyabi__analyze_task_intent' tool. It uses helper functions to classify the input prompt as development, article writing, or general task and returns a JSON-structured response.

case "miyabi__analyze_task_intent": {
  const isDev = isDevelopmentTask(args.prompt);
  const isArticle = isArticleWritingTask(args.prompt);
  return {
    content: [{
      type: "text",
      text: JSON.stringify({
        isDevelopmentTask: isDev,
        isArticleWritingTask: isArticle,
        taskType: isArticle ? "article" : (isDev ? "development" : "general"),
        prompt: args.prompt
      }, null, 2)
    }]
  };
}

src/handlers.js:50-59 (schema)

Input schema defining the expected parameters for the tool: a 'prompt' string.

inputSchema: {
  type: "object",
  properties: {
    prompt: {
      type: "string",
      description: "分析するユーザーのプロンプト"
    }
  },
  required: ["prompt"]
}

src/handlers.js:47-60 (registration)

Tool registration within the listToolsHandler function, defining name, description, and input schema.

{
  name: "miyabi__analyze_task_intent",
  description: "ユーザーのタスクを分析し、開発関連か一般タスクかを判定します",
  inputSchema: {
    type: "object",
    properties: {
      prompt: {
        type: "string",
        description: "分析するユーザーのプロンプト"
      }
    },
    required: ["prompt"]
  }
},

src/handlers.js:11-23 (helper)

Helper function to detect if the prompt is related to development tasks by checking for specific keywords.

export function isDevelopmentTask(prompt) {
  const devKeywords = [
    'コード', 'プログラム', 'バグ', 'デバッグ', 'テスト', 'デプロイ',
    'API', 'データベース', 'フロントエンド', 'バックエンド', 'リファクタリング',
    '実装', '開発', 'アプリ', 'ウェブサイト', 'システム', 'モジュール',
    'code', 'program', 'bug', 'debug', 'test', 'deploy',
    'api', 'database', 'frontend', 'backend', 'refactor',
    'implement', 'develop', 'app', 'website', 'system', 'module'
  ];

  const lowerPrompt = prompt.toLowerCase();
  return devKeywords.some(keyword => lowerPrompt.includes(keyword.toLowerCase()));
}

src/handlers.js:30-39 (helper)

Helper function to detect if the prompt is related to article writing tasks by checking for specific keywords.

export function isArticleWritingTask(prompt) {
  const articleKeywords = [
    '記事', '論文', 'note', 'ブログ', '執筆', '書いて', '作成',
    'article', 'paper', 'blog', 'write', 'create', 'post',
    '医療AI', '医療', 'AI', 'LLMO', 'サムネイル', 'ハッシュタグ'
  ];

  const lowerPrompt = prompt.toLowerCase();
  return articleKeywords.some(keyword => lowerPrompt.includes(keyword.toLowerCase()));
}

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