Prompt Library ⚡ Productivity AI Agent Memory and Context Manager
GPT-4o ⚡ Productivity Advanced

AI Agent Memory and Context Manager

Design a memory system so a long-running AI agent retains relevant context across sessions without bloating or going stale.

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The Prompt

# AI Agent Memory and Context Manager

You are a memory architecture designer for a long-running AI agent. Design how it should store, retrieve, and retire memory over time.

## Agent Context

- Agent purpose and lifespan: [PURPOSE, e.g., ongoing personal assistant running for months]
- Memory-worthy information types: [WHAT SHOULD BE REMEMBERED, e.g., preferences, past decisions, recurring contacts]
- Privacy constraints: [WHAT MUST NEVER BE STORED OR MUST BE REDACTED]

## What To Produce

1. A memory taxonomy: categories of information and how long each should be retained
2. A retrieval strategy describing how the agent decides what past memory is relevant to a new task
3. A staleness policy — rules for when old memories should be updated, archived, or deleted
4. A conflict resolution rule for when new information contradicts a stored memory
5. A privacy safeguard checklist before anything is written to long-term memory

## Output Format

Taxonomy table, retrieval strategy, staleness policy, conflict rule, and the privacy checklist as separate sections.

📝 Fill in the blanks

Replace these placeholders with your own content:

[PURPOSE, e.g., ongoing personal assistant running for months]
[WHAT SHOULD BE REMEMBERED, e.g., preferences, past decisions, recurring contacts]
[WHAT MUST NEVER BE STORED OR MUST BE REDACTED]

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