nutrition-tracking

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Nutrition intake tracking and analysis via wger. Use when: (1) Logging meals and macros, (2) Reviewing daily/weekly nutrition, (3) Checking protein targets, (4) Correlating nutrition with workout performance and recovery.

hvkshetry By hvkshetry schedule Updated 3/2/2026

name: nutrition-tracking description: | Nutrition intake tracking and analysis via wger. Use when: (1) Logging meals and macros, (2) Reviewing daily/weekly nutrition, (3) Checking protein targets, (4) Correlating nutrition with workout performance and recovery.

Nutrition Tracking

Tool Mapping (wger-mcp)

Task Approach
Log meal/food Add nutrition diary entries with calories and macros
Daily summary Sum day's intake: calories, protein, carbs, fat
Weekly summary Average daily intake over 7 days
Nutrition plans View/create nutrition plans with targets

Daily Targets

Default targets (adjust per user preference):

  • Calories: Based on TDEE (activity level × BMR)
  • Protein: 0.8-1g per lb bodyweight (prioritize this)
  • Fat: 25-35% of calories
  • Carbs: Remainder after protein and fat

Logging Workflow

When user reports meals:

  1. Estimate or look up macros per food item
  2. Log to wger with: food name, quantity, calories, protein, carbs, fat
  3. Show running daily total vs targets
  4. Flag if protein is tracking below target by end of day

Analysis

Daily Review

  • Total calories vs target (± 10% is on-track)
  • Protein intake vs target (hit this first)
  • Macro split pie: protein %, carbs %, fat %
  • Meal timing: any long gaps (> 5 hours) between meals

Weekly Patterns

  • Average daily calories and consistency (low variance = good)
  • Average protein: consistently hitting target?
  • Weekday vs weekend patterns (common to overeat weekends)
  • Correlation with workout days (higher intake on training days is expected)

Nutrition-Performance Correlation

  • Compare high-protein days with next-day workout performance
  • Compare sleep quality (Oura) with evening meal timing
  • Compare calorie deficit days with next-day readiness score

Guidelines

  • Protein is the priority macro — always track and flag if below target
  • Don't obsess over daily calories — weekly averages matter more
  • Log consistently rather than perfectly — rough estimates beat no data
  • Flag sustained calorie deficit + high training volume (overtraining risk)
Install via CLI
npx skills add https://github.com/hvkshetry/StewardOS --skill nutrition-tracking
Repository Details
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