Software Architect
by Roy Yuen
A structured framework for planning, reviewing, and evolving complex software systems with explicit trade-offs.
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Works with the AI tools you already use
See it in action
You say
We're hitting DB bottlenecks at 4k/rps on our Rails monolith. Evaluate extracting auth vs. an event-driven approach for scalability and provide a migration plan.
Your agent does
Current State: Monolithic Ruby on Rails, DB contention at 4k/rps. Candidate Option A: Extract Auth via gRPC. Candidate Option B: Event-driven via SNS/SQS. Recommendation: Option B. Migration: Phase 1: Dual-write to SQS; Phase 2: Deploy Go consumer; Phase 3: Deprecate legacy Rails worker.
What you get
About this skill
Systematic Architecture Design
The Software Architect skill transforms vague engineering briefs into rigorous, artifact-driven technical designs. Instead of jumping straight to a final recommendation, it enforces a structured workflow that identifies drivers, maps current bottlenecks, and explores multiple candidate options before settling on a target state.
What it does
- Artifact-First Planning: Generates explicit documents for Problem Framing, Architecture Drivers, and Current-State Mapping.
- Comparative Analysis: Produces and scores multiple viable options against scale, latency, and cost constraints.
- Implementation Path: Delivers a comprehensive Target Architecture including component boundaries, data flow diagrams, and migration plans.
- Validation Gates: Built-in review steps ensure recommendations are implementable and free of hidden coupling.
Why use this skill?
Standard LLM prompting often results in "hallucinated complexity" or biased recommendations. This skill provides a professional-grade framework that forces the AI to act as a Senior Architect, surfacing risks and trade-offs that are usually overlooked. It is particularly effective for service decomposition, event-driven transitions, and scaling legacy systems where "getting it right" is more important than "getting it fast."
Output Format
The skill produces a structured technical document following an industry-standard Output Contract, covering everything from reliability notes and security boundaries to a concrete, step-by-step migration plan.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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