backend-design-optimizer
Find the best backend architecture, database design, and API patterns using deep research. Use when user asks "best database for...", "optimize API", "backend architecture for...", or "scale this service".
npx skills add majiayu000/claude-skill-registry --skill backend-design-optimizer-hr-ar-project-conductor --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Backend Design Optimizer **Deep research-driven skill for finding optimal backend architectures and patterns.** ## When to Use Invoke this skill when the user mentions: - "What's the best database for..." - "How should I architect the backend for..." - "Best API design for..." - "Optimize this service..." - "Scalability patterns for..." - "Microservices vs monolith for..." - "Best caching strategy..." - "Database schema design for..." ## Research-First Methodology This skill uses multi-agent deep research to find proven, production-tested backend patterns. ### Step 1: Understand Context ```bash # Analyze current architecture - What's the tech stack? (Node.js, Python, Go, Java) - What's the database? (PostgreSQL, MongoDB, Redis) - What's the scale? (users/day, requests/sec, data volume) - What are the constraints? (budget, team size, deadlines) - What are the requirements? (real-time, analytics, compliance) ``` ### Step 2: Launch Deep Research **Use the codex-deep-research agent** to investigate: ```markdown Invoke Task tool with subagent_type="codex-deep-research" Prompt: "Research the best backend architecture and design patterns for [specific use case]. Context: - Current stack
- When to Use
- Research-First Methodology
- Step 1: Understand Context
- Step 2: Launch Deep Research
- Step 3: Check AI-Powered Solutions
- Step 4: Synthesize Recommendations
- Step 5: Provide Implementation Plan
- Monthly Cost Breakdown
- Migration from [Current] to [Recommended]
- Strategy: [Blue-Green / Canary / Phased]
Analyze current architecture
What does the backend-design-optimizer skill do?
Find the best backend architecture, database design, and API patterns using deep research. Use when user asks "best database for...", "optimize API", "backend architecture for...", or "scale this service".
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill backend-design-optimizer-hr-ar-project-conductor --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.