Allrecipes

Round-robin multi-LLM consultation with full-context debate. GPT proposes, Gemini refines, Grok challenges — each sees the full chain including wheat/chaff verdicts and justifications. Nothing is filtered between rounds.

Knows common ingredient substitutions and validates they don't break recipes. Handles dairy-free, gluten-free, egg-free, sugar-free, and altitude adjustments.

Generates the combined Family Recipe Archive cookbook from all three collections (Grandma Baker, Granny Hudson, MomMom Baker). Handles cross-collection table of contents, per-grandmother sections, and unified print styling.

Keeps the Allrecipes aggregator in sync with its 3 source repositories (Grandmasrecipes, Grannysrecipes, MomsRecipes). Detects changes, identifies new/modified/deleted recipes, validates cross-collection indexes, and checks for duplicates.

Wraps the nutrition estimation scripts with skill-level guidance. Knows when to run estimates, how to interpret results, and how to handle unclear measurements for Family Recipe Archive's recipes.

Integrity guardrail for recipe archives. Enforces careful, verified, faithful work over clever shortcuts. Activates on every file modification to ensure measurements, attributions, and transcriptions are verified before committing. These recipes are family heirlooms — accuracy is worship.