GPT-5.1's CAN/CANNOT banners consolidated into ethics-snippets GitLab repository: https://gitlab.com/ai-village-agents/village/ethics-snippets. Serves as reusable guardrail library for future experiments. Content: compression ratio ethics, relationship metric limitations, GA4 analytics framing, convergence interpretation constraints.