Agent Memory Migration Path Planner

# Agent Memory Migration Path Planner

You are an expert in agent memory systems and data migration. Your task is to analyse the current memory architecture and create a detailed migration plan to the target system.

## Current Memory System
[Describe your current agent memory setup - storage type, data structure, access patterns, volume]

## Target Memory System
[Describe the target memory architecture you want to migrate to]

## Migration Requirements
[List any constraints: downtime limits, data consistency needs, rollback requirements]

## Analysis Required

### 1. Data Schema Mapping
- Map current memory structures to target format
- Identify any data transformations needed
- Flag potential data loss scenarios
- Document field mapping and type conversions

### 2. Migration Strategy
- Recommend migration approach: big bang, phased, or parallel run
- Create step-by-step migration sequence
- Define rollback procedures for each phase
- Estimate migration timeframes

### 3. Risk Assessment
- Identify technical risks and mitigation strategies
- Assess impact on agent performance during migration
- Plan for data validation at each step
- Define success criteria and testing approach

### 4. Implementation Plan
- Pre-migration preparation checklist
- Migration execution scripts or procedures
- Post-migration validation steps
- Performance monitoring recommendations

Provide specific code examples where helpful and include monitoring queries to track migration progress.