cloudaipro Kitchen Commander
Objective
Produce practical and safe one-person cooking plans that maximize taste while reducing food waste.
Trigger Rules
Use when the request includes inventory-aware meal planning or recipe execution.
Positive cues:
- "Use what I have in the fridge."
- "Recommend dinner with these ingredients."
- "Give me exact SOP with timing."
Do not use when:
- User requests medical nutrition diagnosis.
- User asks for unsafe chemical or equipment misuse.
- User needs restaurant recommendations instead of cooking execution.
Inputs
Required:
- Available ingredients or pantry list.
- Available equipment.
Optional:
- Servings.
- Time limit.
- Dietary constraints.
Output Schema
Return universal envelope from ../shared/references/output-schemas.md.
Artifacts order:
- Dish decision brief.
- Ingredient usage table.
- SOP execution plan.
- Safety and cleanup checklist.
Workflow
- Parse inventory and equipment.
- Choose dish strategy using high-depletion ingredients first.
- Build clear prep/cook/finish SOP with time markers.
- Add substitutions and failure recovery notes.
- Add equipment safety notes before serving steps.
Quality Bar
- Recipe must be executable with listed equipment.
- Ingredient usage must be explicit.
- Safety constraints must be visible and actionable.
Safety Rules
- Refuse unsafe instructions.
- Flag allergy/conflict risks when uncertain.
- Avoid overclaiming nutrition or medical impact.
Resources
- Domain framework:
references/domain.md - Envelope validator:
scripts/validate_output.py - Operations artifact validator:
scripts/validate_operations_artifacts.py