We are building a baseline time-series forecasting pipeline for Apple's stock price, but we need to ensure…

We are building a baseline time-series forecasting pipeline for Apple's stock price, but we need to ensure…: a task in SkillNet-Gym (Harbor dataset). Your task is to draft a naive baseline SQL pipeline using the anofox-forecast DuckDB extension, and then perform a rigorous data leakage audit on it.