Handle meal planning, diet rules, griddle batch cooking, organic tagging, shopping lists, and recipe scraping for the household Mealie instance.
Parse free-text freezer/pantry/fridge items into structured ingredient data with core food terms for recipe matching.
Generate the final active shopping list by filtering out plain water and non-low staples from weekly ingredients, cleaning names, aggregating quantities, and merging with the active Mealie shopping list.
Detect and filter out banned or forbidden recipes that the household does not eat.
Validate if a URL, title, and description represent a single, complete recipe with an image.
Analyze if a recipe (name and instructions) can or should be cooked on an outdoor flat top griddle (Blackstone).
Write a practical, grounded daily kitchen briefing paragraph summarizing menus and preparation tips.
Clean and standardize raw ingredient strings by removing brand names, formatting noise, and parentheticals.