Refactor Audit
Project
Lumina Health Patient Portal (V1)
Date
January 20, 2026
Auditor
Strict Mode
94%
01 Context & Intent
The Lumina Health Patient Portal prototype represents a successful initial articulation of the platform’s core features, correctly identifying primary user workflows and data requirements. The intent of this audit is to assess the structural integrity of the existing AI-generated codebase and provide a technical path toward production readiness. This evaluation focuses on the distance between current automated output and the systemic demands of a live healthcare environment.
Executive Summary
The current prototype is highly functional for demonstration purposes but lacks the structural resilience required for clinical use. While the visual intent is clear, the underlying architecture contains predictable misalignments common in automated generation—specifically regarding interaction states, component reusability, and accessibility compliance. The system is currently "feature-complete" but not "system-complete." A targeted refactor is recommended to stabilize the foundation and reduce technical debt before general availability.
04 Detailed Refactor Findings
Integrated Layout Systems
Observed Finding
Hardcoded pixel values and redundant utility classes prevent fluid scaling.
Correction Vector
Transition to a tokenized grid system that enforces consistent alignment and rhythmic spacing across the entire application.
Systemic Interaction Design
Observed Finding
Absence of loading skeletons, error boundaries, and empty state illustrations.
Correction Vector
Define and implement a comprehensive interaction state machine that ensures the interface remains predictable under all network conditions.
Structural Semantics & Accessibility
Observed Finding
Non-semantic div usage for interactive elements and missing ARIA labels on complex data tables.
Correction Vector
Refactor the markup to prioritize native HTML5 elements and establish a baseline for keyboard navigation and screen reader compatibility.
Component Architecture
Observed Finding
Fragmented component logic for navigation, forms, and data visualization.
Correction Vector
Consolidate isolated output into a coherent, reusable component library with standardized prop interfaces and documented behaviors.
Readiness Scan
Refactor Phases
Stabilization
Layout systems & semantics.
Logic Refinement
Interaction models & async state.
Consolidation
Shared component architecture.