Behavior Modes

{
  "messages": [{"role": "user", "content": "Generate a sunset"}],
  "behavior": "agent"
}

{
  "messages": [{
    "role": "user",
    "content": "Create a video from this image"
  }],
  "behavior": "plan",
  "image_urls": ["https://example.com/photo.jpg"]
}

{
  "type": "clarification_needed",
  "question": "Here's my plan. Should I proceed?",
  "options": ["Yes, execute this plan", "No, I want to modify it"],
  "context": "Plan:\n1. Analyze image content\n2. Generate 5-second video using Kling 2.1\n3. Apply smooth motion\n\nEstimated time: 2-3 minutes\nEstimated cost: $0.50"
}

{
  "messages": [{"role": "user", "content": "Yes, go ahead"}],
  "session_id": "same-session-id"
}

{
  "messages": [{"role": "user", "content": "Generate a sunset"}],
  "behavior": "ask"
}

{
  "type": "clarification_needed",
  "question": "I'd like to generate a sunset image. Could you provide more details?",
  "options": [
    "Photorealistic landscape",
    "Artistic/painterly style",
    "Anime/illustration style",
    "Let me describe exactly what I want"
  ]
}

{
  "messages": [{"role": "user", "content": "Generate a portrait"}],
  "mode": "eco"
}