AI-Constrained Development Loop
Governance Over Generation • Architectural Feedback Cycle
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Layer 01 // Input Governance & Context Tokens
Layer 02 // Core Execution & Synthesis Loop
Layer 03 // Automated Audit & Evaluation Rubrics
PROMPTS
BINDS
EMITS
SUBMITS
PASSES
ITERATES
REJECT / REVISE
GOVERNS
INJECTS
AUDITS
ENFORCES
DEVELOPER INTENT
AGENT SKILL FILE
CODING RULES & CONVENTIONS
GENERATED COMPONENT
REVIEW AGAINST RUBRIC
ACCEPTED INTO CODEBASE
TYPOGRAPHY RULES
SUPABASE BEST PRACTICES
ACCESSIBILITY CHECKS
UI REVIEW STANDARDS
System Governed Mode
Hover or click any node in the circular architecture loop to inspect governance rules, constraints, and operational bounds.
Status: Active Loop