data-systems-architecture
Use when designing databases for data-heavy applications, making schema decisions for performance, choosing between normalization and denormalization, selecting storage/indexing strategies, planning for scale, or evaluating OLTP vs OLAP trade-offs. Also use when encountering N+1 queries, ORM issues, or concurrency problems.
Packaged view
This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.
Install command
npx @skill-hub/cli install ratacat-claude-skills-data-systems-architecture
Repository
Skill path: skills/data-systems-architecture
Use when designing databases for data-heavy applications, making schema decisions for performance, choosing between normalization and denormalization, selecting storage/indexing strategies, planning for scale, or evaluating OLTP vs OLAP trade-offs. Also use when encountering N+1 queries, ORM issues, or concurrency problems.
Open repositoryBest for
Primary workflow: Research & Ops.
Technical facets: Full Stack, Data / AI.
Target audience: Development teams looking for install-ready agent workflows..
License: Unknown.
Original source
Catalog source: SkillHub Club.
Repository owner: ratacat.
This is still a mirrored public skill entry. Review the repository before installing into production workflows.
What it helps with
- Install data-systems-architecture into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
- Review https://github.com/ratacat/claude-skills before adding data-systems-architecture to shared team environments
- Use data-systems-architecture for development workflows
Works across
Favorites: 0.
Sub-skills: 0.
Aggregator: No.