human-architect-mindset

Human Architect Mindset is a conceptual guidance skill that teaches the systematic, human-centered thinking behind software architecture decisions rather than generating code. It starts from the premise that AI can produce code but a human must still decide what to build, whether it solves the real problem, and whether it can actually ship. The skill is organized around a foundation of "loyalty" (the discipline to honor architectural commitments, API contracts, and chosen patterns) plus five pillars: domain modeling, systems thinking, constraint navigation, AI-aware problem decomposition, and AI-first development.

The skill activates proactively when it detects architecture, system design, technology-choice, integration-planning, breaking-change, or compliance discussions, announcing itself and then walking the user through structured phases such as domain discovery, systems analysis, and constraint mapping. Supporting files (EXAMPLES.md, CHECKLIST.md, REFERENCE.md) provide worked scenarios like a payment-pipeline SDK breakage, a HIPAA-constrained healthcare EHR integration, and a multi-team feature rollout, each illustrating how to find the "shippable" solution when the technically "correct" one is unshippable, and how to draw good AI task boundaries.

It is aimed at software architects, senior/staff engineers, and technical leads who want a repeatable way to reason about messy, real-world constraints (legacy systems, politics, budget, compliance) and to decompose problems into AI-solvable chunks. It is best used as a thinking aid during design conversations and reviews, not as an implementation or code-generation tool.