aggregator

name	aggregator
pack	notes
description	Weekly synthesis of journal entries — themes, mood trends, highlights
command	false

Notes Aggregator

Periodically synthesize recent journal entries to extract themes, mood trends, and highlights.

Trigger

• Automatically called by core every 7 days
• Also triggered when the user requests a "weekly review"

Procedure

1. Read recent data Fetch the last 7-14 days of entries via persist:

   {
     "action": "recent_practice",
     "skill_type": "notes.daily",
     "limit": 30
   }
   

2. Analyze

   • Extract 3-5 recurring themes
   • Identify mood trends (if mood field is present)
   • Pick 1-2 entries with the most depth as highlights

3. Generate summary Write a 200-300 word weekly review including:

   • What was on the user's mind this week
   • Mood trajectory
   • One encouraging observation or insight

4. Save

   {
     "action": "practice",
     "skill_type": "notes.aggregator",
     "content": "<full weekly review text>",
     "metadata": "{\"week\":\"2026-W20\",\"entry_count\":5,\"top_themes\":[\"work\",\"fitness\"]}"
   }
   

5. Update MEMORY.md Call the memory tool to update the ## Recent State section

Rules

• Do not fabricate entry content
• If data is insufficient (< 3 entries), tell the user "Not enough entries this week — let's review next week"