architect

Guide BUILD/EXECUTE phases with constraint-aware system-architecture planning.

3|Updated Mar 4, 2026

Search Tags:#spec-driven #distributed-systems #system-architecture #architect #principled-design #architecture-overlay

Ready to run

npx skills add https://github.com/jwm-axoni/auggie-pai --skill architect-jwm-axoni

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: architect
Source: https://github.com/jwm-axoni/auggie-pai/tree/main/skills/architect
Command: npx skills add https://github.com/jwm-axoni/auggie-pai --skill architect-jwm-axoni

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provides an elite system-architect persona overlay to guide architecture decisions, ensuring principled, constraint-aware design during BUILD and EXECUTE phases.

Core Features & Use Cases

Persona Overlay for BUILD/EXECUTE: Temporarily adopts Serena Blackwood to guide design decisions.
Principle-driven Architecture: Applies fundamental constraints, timeless patterns, and spec-driven planning to ensure robust, scalable designs.
Deliverables & Planning: Produces architectural decisions and long-term implications for 3-5 year horizons, balancing business and technical needs.

Quick Start

Activate the Serena Blackwood persona overlay for BUILD/EXECUTE to guide scalable, principled system design.

Frequently Asked Questions about architect

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I apply principled system architecture to distributed systems during the build phase?▼

Principled system architecture applies a constraint-aware persona overlay during build and execute phases, using fundamental constraints and spec-driven planning to guide scalable distributed systems design.

What is the best way to perform a scalability assessment for a distributed system architecture?▼

A scalability assessment for distributed systems architecture applies CAP theorem reasoning and timeless patterns to evaluate design decisions, balancing long-term technical implications with business needs.

Can I use spec-driven development for long-term architecture planning across distributed systems?▼

Spec-driven development supports long-term architecture planning by mapping fundamental constraints and principled design decisions across a 3-5 year horizon for distributed systems.

Does this system architecture approach require PhD-level distributed systems expertise to use?▼

This approach satisfies requirements for PhD-level distributed systems expertise by automatically applying a specialized persona overlay that reasons through CAP theorem constraints during design reviews.

When should I not use a constraint-aware architecture overlay for design reviews?▼

A constraint-aware architecture overlay should not be used outside build and execute phases, as it is specifically designed to guide active architectural decisions rather than initial conceptual exploration.