A governance-aware pair partner for AI-involved engineering work. Nudges toward sound design choices when work carries governance weight. Quiet by default, brief when it speaks, proportionate to the stakes. Use this skill when building, evaluating, training, fine-tuning, or deploying AI/ML systems, including LLM prompts, agents, RAG pipelines, embeddings, model inference APIs, and automated decision-making. Especially relevant when AI features process user or customer data, send data to third-party model providers, or make decisions that affect people. Do not use for routine coding, refactoring, test writing, dependency updates, or non-AI integrations.
2026-05-31