Which databases are supported by the NoSQL Data Modeler?

This skill provides specialized guidance for document and key-value databases, with specific focus on MongoDB and Amazon DynamoDB.

How does this skill improve database performance?

It focuses on query-first design, helping you optimize data models for your most frequent access patterns while recommending efficient indexing and sharding strategies.

Is this skill useful for migrating from a SQL database?

Absolutely. It helps translate relational tables and normalized relationships into flattened, optimized NoSQL structures like JSON documents or single-table designs.

Can it help me decide between embedding and referencing data?

Yes, the skill analyzes your read/write ratios and data relationships to recommend whether embedding data for performance or referencing for consistency is the better approach.

NoSQL Data Modeler

Name: NoSQL Data Modeler
Author: jeremylongshore

byjeremylongshore

•

883

数据库管理

Designs optimized NoSQL database schemas and data models for high-performance applications using MongoDB, DynamoDB, and more.

关于

The NoSQL Data Modeler skill empowers developers to architect efficient non-relational database structures by providing expert guidance on schema design, denormalization strategies, and query optimization. It helps users navigate complex decisions such as embedding versus referencing, choosing optimal sharding keys, and designing for specific access patterns. Whether you are building a document-based system or a high-throughput key-value store, this skill ensures your data model is production-ready and scalable.

主要功能

Relational to NoSQL data structure translation
Deep analysis of embedding vs. referencing strategies
Optimized schema design for MongoDB and DynamoDB
Access pattern optimization for high-performance queries
Expert sharding and partition key selection
883 GitHub stars

使用场景

Architecting a scalable MongoDB schema for complex e-commerce catalogs
Designing high-throughput DynamoDB tables for real-time social media feeds
Migrating legacy SQL schemas to modern NoSQL document structures

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills nosql-data-modeler

For use in Claude.ai and ChatGPT

Download Skill

GitHub

关于