in-memory-store

Implement thread-safe in-memory CRUD storage for Spring MVC resources.

10|1|Updated Mar 8, 2026
One-click install
npx skills add https://github.com/andresdiegolanda/design-first-ai --skill in-memory-store
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: in-memory-store
Source: https://github.com/andresdiegolanda/design-first-ai/tree/main/examples/01-spring-mvc/app/.github/skills/in-memory-store
Command: npx skills add https://github.com/andresdiegolanda/design-first-ai --skill in-memory-store

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provides a simple, thread-safe in-memory storage pattern to implement CRUD operations for new resource types in Spring MVC demos and lightweight services, removing the need for a persistence layer during prototyping and tests.

Core Features & Use Cases

  • Thread-safe store implemented with ConcurrentHashMap to avoid external locking in concurrent environments.
  • Deterministic ID generation using UUID.randomUUID() and idiomatic not-found semantics for get and delete operations.
  • Suitable for building demo endpoints, integration tests, or prototypes where a full repository or database is unnecessary; do not expose the map directly and avoid creating repository interfaces.

Quick Start

Add an in-memory service backed by a ConcurrentHashMap that generates UUIDs for new resources and exposes create, getById, list (snapshot), and delete methods.

Frequently Asked Questions about in-memory-store

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I implement thread-safe in-memory CRUD storage in a Spring MVC service?

Thread-safe in-memory CRUD storage in Spring MVC uses a ConcurrentHashMap to manage resources, generating IDs with UUID.randomUUID() and exposing create, getById, list, and delete methods without requiring a persistence layer.

What is the best way to handle concurrency for in-memory data in Java Spring demos?

Handling concurrency for in-memory data in Java Spring demos is best achieved using ConcurrentHashMap, which provides thread-safe operations without external locking for service-layer resource management.

Can I use in-memory storage instead of a database repository for Spring prototypes?

Yes, you can use in-memory storage instead of a database repository for Spring prototypes by backing your service with ConcurrentHashMap and avoiding repository interfaces entirely.

How do I generate UUIDs for new resources in a Spring MVC application?

To generate UUIDs for new resources in a Spring MVC application, use UUID.randomUUID() during the create operation of your in-memory service to ensure deterministic and unique identifier generation.

Why should I use snapshotting for list operations in ConcurrentHashMap CRUD services?

Snapshotting for list operations in ConcurrentHashMap CRUD services prevents exposing the underlying map directly, ensuring consumers receive a safe copy of the data rather than a mutable reference to the internal storage.

When should I not use an in-memory store for Spring services?

An in-memory store should not be used for Spring services when persistence is required, as data is lost on application restart; it is strictly designed for demos, integration tests, and lightweight prototypes.