QRSPI Methodology: Engineering Workflow Guide

The QRSPI methodology is an agentic engineering protocol designed to guarantee deterministic, high-quality, and regression-free software outcomes across 5 sequential phases:

[ 1. QUESTION ] ➔ [ 2. RESEARCH ] ➔ [ 3. STRUCTURE ] ➔ [ 4. PLAN ] ➔ [ 5. IMPLEMENT ]

🛡️ Core Engineering Invariants & Principles

AI agents must strictly adhere to three non-negotiable engineering principles across all phases to eliminate silent assumptions, code bloat, and accidental regressions: