Design, optimize, and validate MongoDB schemas and queries.
npx skills add https://github.com/Jonathan0823/opencode-config --skill mongodb-patterns
Please help me install this Agent Skill. Skill: mongodb-patterns Source: https://github.com/Jonathan0823/opencode-config/tree/main/skills/mongodb-patterns Command: npx skills add https://github.com/Jonathan0823/opencode-config --skill mongodb-patterns
This Skill provides structured guidance for designing robust MongoDB schemas, choosing between embedding and referencing, validating data, and optimizing indexes and queries for production workloads.
Review the patterns and apply them to your MongoDB deployment: start by modeling a simple collection with validation, create appropriate indexes, and run representative read/write queries to validate performance.
High-intent search queries and answers about installing and using this skill.
Apply schema design patterns by evaluating embedding versus referencing, managing document sizing, and ensuring data locality to achieve scalable reads and writes for production workloads.
Use embedding for data locality and fewer queries, or referencing to avoid unbounded document growth, balancing read and write patterns for your specific application domain.
Select single-field, compound, text, TTL, or partial indexes tailored to your query shapes to improve read performance and enforce schema validation rules.
Apply practical schema patterns to e-commerce catalogs and orders to achieve scalable reads and writes across typical application domains like user profiles and transactions.
Yes, the guidance codifies concrete requirements for transactional patterns, schema validation, index selection, and aggregation workflows that can be implemented directly in MongoDB.
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