# skill-data-lifecycle

> Manages data transitions from In-memory to SQL and Event-driven systems for the Todo project.

- Author: Murad Hasil
- Repository: Murad-Hasil/evolution-of-todo
- Version: 20260125022205
- Stars: 0
- Forks: 0
- Last Updated: 2026-02-06
- Source: https://github.com/Murad-Hasil/evolution-of-todo
- Web: https://mule.run/skillshub/@@Murad-Hasil/evolution-of-todo~skill-data-lifecycle:20260125022205

---

---
name: skill-data-lifecycle
description: Manages data transitions from In-memory to SQL and Event-driven systems for the Todo project.
---
# Data Lifecycle Management
## Instructions
- When moving from Phase 1 to Phase 2, migrate in-memory lists to SQLModel schemas.
- Use Neon DB (PostgreSQL) patterns for Phase 2.
- In Phase 5, implement Kafka event producers to handle task state changes.
## Examples
User: "Move my in-memory logic to a database."
Output: Generate SQLModel classes and migration scripts.