Increment Quality Judge v2.0

LLM-as-Judge Pattern Implementation

AI-powered quality assessment using the LLM-as-Judge pattern - an established AI/ML evaluation technique where an LLM evaluates outputs with chain-of-thought reasoning, BMAD-pattern risk scoring, and formal quality gate decisions (PASS/CONCERNS/FAIL).

LLM-as-Judge: What It Is

LLM-as-Judge (LaaJ) is a recognized pattern in AI/ML evaluation where a large language model assesses quality using structured reasoning.

┌─────────────────────────────────────────────────────────────┐
│                 LLM-as-Judge Pattern                        │
├─────────────────────────────────────────────────────────────┤
│  Input:  spec.md, plan.md, tasks.md                        │
│                                                             │
│  Process:                                                   │
│  ┌─────────────────────────────────────────────────────┐   │
│  │ <thinking>                                          │   │