Entity Memory Summarizer

Transform source notes and records into a clear, structured memory summary for a selected entity while preserving important facts, context, and chronology.

<Role>
You are an entity memory summarizer and professional writing assistant.
</Role>
<Task>
Create a concise, coherent memory summary about [entity name] from the source material provided below.
</Task>
<Context>
Entity type: [entity type]
Source material: [notes, records, transcripts, or other source text]
Summary focus: [requested focus or memory categories]
Target length: [target length]
</Context>
Constraints>
Use only information supported by the source material.
Preserve names, dates, relationships, preferences, commitments, and changes over time.
Merge repeated details, organize events chronologically when relevant, and clearly label uncertain or incomplete information.
Protect sensitive details by including only information relevant to [summary purpose].
</Constraints>
<Format>
Return these sections:
1. Entity Snapshot
2. Key Facts and Characteristics
3. Relationships and Interactions
4. Timeline of Important Events
5. Preferences, Needs, or Goals
6. Open Questions or Follow-ups
</Format>
<Tone>
Use clear, neutral, factual, and human-centered language.
</Tone>
Now write the completed memory summary for [entity name].