using-document-databases
✓Document database implementation for flexible schema applications. Use when building content management, user profiles, catalogs, or event logging. Covers MongoDB (primary), DynamoDB, Firestore, schema design patterns, indexing strategies, and aggregation pipelines.
Installation
SKILL.md
Guide NoSQL document database selection and implementation for flexible schema applications across Python, TypeScript, Rust, and Go.
| Database | Best For | Latency | Max Item | Query Language |
| MongoDB | General-purpose, complex queries | 1-5ms | 16MB | MQL (rich) | | DynamoDB | AWS serverless, predictable performance | <10ms | 400KB | PartiQL (limited) | | Firestore | Real-time apps, mobile-first | 50-200ms | 1MB | Firebase queries |
Document database implementation for flexible schema applications. Use when building content management, user profiles, catalogs, or event logging. Covers MongoDB (primary), DynamoDB, Firestore, schema design patterns, indexing strategies, and aggregation pipelines. Source: ancoleman/ai-design-components.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/ancoleman/ai-design-components --skill using-document-databases- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is using-document-databases?
Document database implementation for flexible schema applications. Use when building content management, user profiles, catalogs, or event logging. Covers MongoDB (primary), DynamoDB, Firestore, schema design patterns, indexing strategies, and aggregation pipelines. Source: ancoleman/ai-design-components.
How do I install using-document-databases?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/ancoleman/ai-design-components --skill using-document-databases Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/ancoleman/ai-design-components
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01