sparta-qra-validator-gpt

Automated QRA quality validation where Brandon Bailey (persona via /scillm) does the full assessment — reasoning quality, taxonomy correctness, relevance, question paraphrasing, answer paraphrasing — and the GPT learns from ALL of Brandon's output.

Prompt Iteration Rule (NON-NEGOTIABLE)

Brandon's validation assessment prompts MUST be validated through /prompt-lab before being baked into training data. NEVER hand-craft validator system prompts in Python strings.

• Before training: /prompt-lab eval the validator prompt against ground truth
• Comparing variants: /prompt-lab compare across models

The Flow