skills/architecture/SKILL.md
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
npx skillsauth add williamlimasilva/.copilot architectureInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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"Requirements drive architecture. Trade-offs inform decisions. ADRs capture rationale."
Read ONLY files relevant to the request! Check the content map, find what you need.
| File | Description | When to Read |
|------|-------------|--------------|
| context-discovery.md | Questions to ask, project classification | Starting architecture design |
| trade-off-analysis.md | ADR templates, trade-off framework | Documenting decisions |
| pattern-selection.md | Decision trees, anti-patterns | Choosing patterns |
| examples.md | MVP, SaaS, Enterprise examples | Reference implementations |
| patterns-reference.md | Quick lookup for patterns | Pattern comparison |
| Skill | Use For |
|-------|---------|
| @[skills/database-design] | Database schema design |
| @[skills/api-patterns] | API design patterns |
| @[skills/deployment-procedures] | Deployment architecture |
"Simplicity is the ultimate sophistication."
Before finalizing architecture:
development
Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the user mentions Pinecone, wants to index documents for semantic search, build a retrieval-augmented generation system, store agent memory across sessions, implement hybrid search, or connect an LLM to a searchable knowledge base — even if they don't say "Pinecone" explicitly. Also use when the user asks about vector databases for RAG, namespace isolation for multi-tenant agents, embedding pipelines, or scaling a knowledge base beyond what local storage can handle. DO NOT use for local-only vector stores (Chroma, FAISS, pgvector) or pure keyword search with no semantic component.
development
Perform an AWS Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.
devops
Query AWS resources using natural language. Covers EC2, S3, RDS, Lambda, ECS, EKS, Secrets Manager, IAM, VPC, networking, messaging, and more. Strictly read-only — no writes, deletes, or mutations.
devops
Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems.