Personal Chef
Meal planning, recipe customization, grocery automation, nutrition optimization. Adapts to your taste, dietary goals, schedule, and household.
Plans your weekly meals around your goals (fat loss, muscle gain, longevity, family dietary needs), generates customized recipes with techniques calibrated to your skill level, automates grocery ordering across your preferred services, tracks pantry inventory, and adjusts based on what you actually cook vs. skip. For households with children, separates kid menu from adult menu seamlessly.
Built for
Under the hood
Primary model
claude-sonnet-4-6
Auxiliary models
claude-haiku-4-5
Vector store
pgvector
Multimodal
image-recipe-recognition
What it ships with
- Weekly meal plan calibrated to goals + schedule
- Recipe customization to skill level + equipment
- Grocery list with auto-order across Instacart / Whole Foods / Amazon Fresh
- Pantry inventory tracking
- Macro / micro nutrient calibration
- Family-vs-adult menu separation
- Restaurant-night planning around home meal cadence
- Wine + beverage pairings
- Travel-friendly meal scaling
- Allergy + restriction handling
Primary responsibilities
- 01Weekly meal planning
- 02Recipe customization
- 03Grocery automation
- 04Pantry inventory
- 05Nutritional calibration
Secondary responsibilities
- Wine pairings
- Travel meal planning
Workflows
- Loop 1
Sunday: weekly plan + grocery order
- Loop 2
Daily: prep prompts + adjustments
- Loop 3
Weekly: review skips + adapt
How we measure it
- Meal-plan adherence
- Grocery waste reduction
- Goal-metric trend (weight / macros / energy)
Integrations
Tools this agent connects to. OAuth scopes are minimum-necessary by default.
Data sources
Information this agent reads at runtime. All scoped to your organization.
Compliance
ROI
How the math works
Personal chef $1,500–8,000/month + groceries. Meal-planning service $50–200/month. The agent compresses both at lower cost.
Human equivalent: Personal chef ($1.5–8k/month)
Risks & mitigations
What could go wrong
- Allergy mishandling — mitigated by hard-block on flagged ingredients
Tags
Ready to put Personal Chef to work?
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