stm-design

What problem does it solve?

This Skill provides comprehensive guidance on designing and implementing Short-Term Memory (STM) systems that are git-friendly, support multi-user workflows, and are recovery-capable, preventing common pitfalls like merge conflicts and data loss.

Core Features & Use Cases

• STM Fundamentals: Understand the difference between STM and LTM, and when to use STM.
• Git-Friendly Patterns: Learn to isolate state in session directories to minimize merge conflicts.
• Multi-User Concurrency: Implement strategies for handling multiple users accessing state simultaneously.
• Schema Design: Design efficient and maintainable state schemas.
• Recovery Patterns: Build systems that can gracefully recover from interruptions.
• Use Case: When developing a multi-agent system that needs to maintain state across complex, multi-step operations, this skill helps you design a robust and collaborative state management system that integrates seamlessly with version control.

Quick Start

Load this skill when designing state management for multi-agent workflows, implementing session isolation patterns, or creating recovery-capable agent systems.