name: llm_classify_example
description: webhook 收文字 → claude 分類 → 寫 KBDB 加 tag

flow:
  - "input >> ON_SUCCESS >> classify"
  - "classify >> ON_SUCCESS >> save_with_tag"

config:
  classify:
    component: claude_api
    timeout_ms: 30000
    _recipe_output_format: json
    _recipe_output_required_fields:
      - category
      - confidence
    prompt: |
      分類以下文字到下列其中一個 category：
      - tech / business / personal / other

      只回 JSON：
      {"category": "tech", "confidence": 0.85, "reason": "..."}

      文字：{{input.text}}

  save_with_tag:
    component: kbdb_create_block
    api_key: "{{api_key}}"
    type: "note"
    source: "llm-classified"
    user_id: "ai_classifier"
    content: "{{input.text}}"
    tags_json: '["llm-classified", "category:{{category}}"]'