Diet Tracker

This skill helps track daily diet and achieve weight loss goals with automated meal reminders.

Trigger Conditions

User might say:

• "I had [food] for lunch/dinner"
• "What's my remaining calorie budget?"
• "How many calories have I eaten today?"
• "Log my meal"
• "Check my diet progress"

Cron Job Integration

This skill works with automated cron jobs:

• Lunch reminder: ~12:30 (checks if lunch logged, sends reminder if not)
• Dinner reminder: ~18:00 (checks if dinner logged, sends reminder if not)

User Profile (Required)

The skill reads from USER.md:

• Daily calorie target (default: 1650 kcal)
• Macronutrient targets (protein/carbs/fat)
• Height, weight, age, gender, activity level (for TDEE calculation)

• Sedentary (little or no exercise)
• Lightly active (light exercise 1-3 days/week)
• Moderately active (moderate exercise 3-5 days/week)
• Very active (hard exercise 6-7 days/week)
• Extra active (very hard exercise + physical job)

Workflow

When User Logs a Meal:

• Identify food items from user's description
• Fetch nutrition data via scripts/get_food_nutrition.py
• MUST GET: calories(kcal), protein(g), carbs(g), fat(g)
• Searches web for calorie/protein/carbs/fat info
• Falls back to references/food_database.json if needed
• If complete nutrition data cannot be found, MUST clearly inform user of estimated values
• Update daily log via scripts/update_memory.py
• Saves to memory/YYYY-MM-DD.md
• RECORD FORMAT: Food Name - XX kcal (P: XXg, C: XXg, F: XXg)
• Calculates meal totals
• Updates daily running totals
• Report to user:
• MUST REPORT: calories + protein/carbs/fat grams
• Today's consumed / remaining calories
• MUST REPORT: Remaining macronutrient budgets
• Predicted weight change based on deficit/surplus

When User Asks for Status:

• Read current day's memory file
• Calculate totals consumed
• Report:
• Remaining calorie budget
• Remaining protein/carbs/fat (if targets set)
• Weight change prediction

Scripts

• scripts/get_food_nutrition.py: Fetches nutrition info + calculates TDEE
• scripts/update_memory.py: Updates daily memory file with meal data
• references/food_database.json: Fallback database of common foods

Error Handling

Common Issues

Issue: "Cannot read USER.md" or missing user data

• Cause: User profile not configured
• Solution: Ask user for height, weight, age, gender, activity level, and calorie target

• Cause: Food not found in online databases
• Solution: Ask user for approximate calorie count or use similar food from database

• Cause: User says "I had pizza, salad, and coke"
• Solution: Process each item separately, sum the nutrition values

Data Format

Daily Memory Entry (memory/YYYY-MM-DD.md)

REQUIRED FORMAT — Must include calories + macronutrients:

## Diet Log

**Breakfast**: [food] - [X] kcal (P: [X]g, C: [X]g, F: [X]g)
**Lunch**: [food] - [X] kcal (P: [X]g, C: [X]g, F: [X]g)
**Dinner**: [food] - [X] kcal (P: [X]g, C: [X]g, F: [X]g)

**Daily Total**: [X] / [target] kcal
- Protein: [X] / [target]g (remaining: [X]g)
- Carbs: [X] / [target]g (remaining: [X]g)
- Fat: [X] / [target]g (remaining: [X]g)
**Predicted weight change**: [-/+ X] kg

⚠️ Strictly prohibited to record only calories while omitting macronutrient grams!

Progressive Disclosure

• Level 1 (frontmatter): Skill activation criteria
• Level 2 (SKILL.md): Full workflow instructions (this file)
• Level 3 (references/): Food database and nutrition guidelines