{
  "description": "Sample memory trace from Plane Mode Scholar demo session (Sharing is Caring)",
  "session_id": "sess_demo_example",
  "pack_id": "pack_demo_iml",
  "user_id": "user_demo",
  "pipeline_steps": [
    {"step": "classify_intent", "result": "explain"},
    {"step": "retrieve_chunks", "count": 3, "top_source": "Introduction to Machine Learning -.txt"},
    {"step": "retrieve_memories", "candidates": 4, "selected": 2, "types": ["misconception", "study_goal"]},
    {"step": "pack_prompt", "budget": {"chunks": 5, "memories": 6}},
    {"step": "generate", "model": "Qwen/Qwen3.5-9B", "streaming": true},
    {"step": "extract_candidates", "found": 1},
    {"step": "persist", "action": "promote", "type": "misconception", "content": "Confuses supervised vs unsupervised learning"}
  ],
  "memory_operations": [
    {"action": "promote", "type": "misconception", "reason": "quiz_wrong_answer"},
    {"action": "reinforce", "type": "misconception", "reason": "retrieved_in_new_session"},
    {"action": "archive", "type": "deadline", "reason": "exam_date_passed"}
  ],
  "retention_policy": {
    "formula": "importance * confidence * freshness * reinforcement",
    "threshold_archive": 0.25
  }
}