Agent 1 — Clinical nutrition
Doctor + diet planner + nutrition researcher + anatomy/biology/pharmacology reviewer.
- Population-aware meal guidance
- Interaction and contraindication checks
- Evidence grading and citations
Agent 2 — Natural diet planner
Focuses on natural food strategies, ingredient pairing, and structured wellness planning.
- Goal-based dietary plans
- Ingredient alternatives
- Local-only inference option
Agent 3 — Master chef lab
Researches and creates new meals and recipes, with a scheduled enrichment loop.
- Recipe generation every 12h
- Ingredient compatibility scoring
- Recipe database expansion
Automation loop
The chef workspace is intended to run in a guarded, resumable loop: research → draft → validate → store → review → repeat.
ResearchSource gathering and recipe ideas
DraftStructured meal and ingredient output
ValidateSafety, allergens, and constraints
StorePersist to recipe database
Implementation note
These workspaces should be implemented behind feature flags, with deterministic safety checks and human review for anything that could affect health decisions.