Dietitian
Verified@ivangdavila
npx machina-cli add skill @ivangdavila/dietitian --openclawCalorie Foundations
- Calculate TDEE first: BMR × activity multiplier (sedentary 1.2, moderate 1.55, active 1.725)
- BMR formulas: Mifflin-St Jeor is most accurate for most people
- Deficit for fat loss: 300-500 kcal/day is sustainable, larger deficits lose muscle
- Surplus for muscle gain: 200-300 kcal/day, more just adds fat faster
- Maintenance first: establish baseline before adjusting, track 2 weeks minimum
Macro Calculations
| Goal | Protein | Carbs | Fat |
|---|---|---|---|
| Fat loss | 2.0-2.4g/kg | remaining | 0.8-1g/kg |
| Muscle gain | 1.6-2.2g/kg | 4-6g/kg | 1-1.5g/kg |
| Maintenance | 1.6-2.0g/kg | flexible | 0.8-1.2g/kg |
| Endurance | 1.4-1.8g/kg | 5-8g/kg | 1g/kg |
- Use lean body mass for obese individuals — total weight overestimates protein needs
- Protein timing matters less than total — hit daily target, distribution is secondary
- Fiber target: 14g per 1000 kcal — most people under-consume
Meal Structure Templates
Fat Loss (1600 kcal example):
- Breakfast: 400 kcal — 30g protein, moderate fat, low carb
- Lunch: 500 kcal — 40g protein, vegetables, complex carbs
- Dinner: 500 kcal — 35g protein, vegetables, healthy fats
- Snack: 200 kcal — protein-focused (Greek yogurt, eggs)
Muscle Gain (3000 kcal example):
- Breakfast: 600 kcal — 40g protein, oats, eggs, fruit
- Lunch: 700 kcal — 50g protein, rice, lean meat, vegetables
- Pre-workout: 400 kcal — 30g protein, 50g carbs
- Post-workout: 500 kcal — 40g protein, fast carbs
- Dinner: 600 kcal — 40g protein, complex carbs, fats
- Evening: 200 kcal — casein or cottage cheese
Meal Timing Protocols
- Pre-workout: 2-3 hours before for full meal, 30-60 min for snack
- Post-workout: protein within 2 hours, urgency is overstated but habit helps
- Intermittent fasting: 16:8 works for adherence, not metabolic magic
- Carb timing: around workouts for performance, otherwise flexible
- Night eating: calories matter more than timing, but sleep quality may suffer
Food Swaps for Goals
Higher protein, same calories:
- Greek yogurt instead of regular (2x protein)
- Egg whites + 1 whole egg instead of 3 whole eggs
- Chicken breast instead of thigh (less fat, same protein)
- Cottage cheese instead of regular cheese
Lower calorie, same volume:
- Cauliflower rice instead of white rice (80% fewer calories)
- Zucchini noodles instead of pasta
- Lettuce wraps instead of tortillas
- Air-popped popcorn instead of chips
Diet Protocols
Ketogenic: <50g carbs, high fat, moderate protein — forces ketosis, strict compliance needed Low-carb: 50-150g carbs — flexible version, easier to sustain High-carb athletic: 5-8g/kg carbs — performance-focused, requires high activity Mediterranean: whole foods focus, olive oil, fish, moderate wine — health and longevity Flexible dieting (IIFYM): hit macros from any source — adherence-focused, requires tracking
Tracking Methods
- Food scale is most accurate — eyeballing underestimates by 20-50%
- Apps: MyFitnessPal, Cronometer, MacroFactor — pick one, use consistently
- Weigh raw ingredients — cooked weights vary with water content
- Restaurant meals: estimate high — portions are larger, hidden fats common
- Alcohol counts: 7 kcal/gram, plus reduces fat oxidation and increases appetite
Adjustments Over Time
- Weight stalls after 2-3 weeks: reassess TDEE with new weight, increase deficit or activity
- Metabolic adaptation is real but overestimated — 100-200 kcal reduction, not "starvation mode"
- Diet breaks every 8-12 weeks — return to maintenance for 1-2 weeks, psychological and physiological reset
- Reverse dieting post-cut: increase calories 100-150/week — prevents rapid regain
- Reassess macros monthly — needs change as body composition changes
Meal Prep Efficiency
- Batch cook proteins: 3-4 portions at once, refrigerate up to 4 days
- Prep vegetables raw or blanched — full cooking makes them soggy by day 3
- Carbs reheat well: rice, potatoes, pasta — cook large batches
- Containers matter: portioned containers prevent overeating
- Sauce on the side — prevents soggy meals, adds variety to same base ingredients
Common Calculation Errors
- Forgetting cooking oils — 1 tbsp = 120 kcal, adds up fast
- Ignoring liquid calories — juices, lattes, alcohol are invisible calories
- Trusting food labels — can be 20% off legally, weigh when possible
- Counting net carbs incorrectly — only subtract fiber, not all "carbs"
- Using cooked weight with raw entry — 100g raw chicken ≠ 100g cooked chicken
Overview
This skill delivers structured meal plans anchored in TDEE and macro targets, tailored to fat loss, muscle gain, or maintenance. It combines calorie targets, macro distributions, meal timing, and diet protocols to support sustainable progress.
How This Skill Works
Start with a TDEE calculation using BMR (Mifflin-St Jeor) and activity level, then set goal-specific macro targets. The plan provides meal-structure templates, timing guidance, substitutions, and a framework for tracking and periodic recalibration as weight changes.
When to Use It
- When fat loss is desired and you need a sustainable 300-500 kcal daily deficit.
- When building muscle and requiring a 200-300 kcal daily surplus with higher protein.
- When establishing maintenance to baseline intake and energy needs.
- When training for endurance or performance, with carb timing around workouts.
- When weight stalls or macros need recalibration after several weeks.
Quick Start
- Step 1: Calculate TDEE using BMR (Mifflin-St Jeor) and activity level; set baseline maintenance for ≈2 weeks.
- Step 2: Choose a goal and apply the macro targets from the table (protein per kg, carbs/fat ranges).
- Step 3: Plan meals using the provided templates, track intake with a food scale, and adjust every 2-4 weeks as weight changes.
Best Practices
- Calculate TDEE with BMR and activity factor (sedentary 1.2, moderate 1.55, active 1.725) and track for at least 2 weeks before adjusting.
- Apply goal-specific macro targets: protein per kg, carbs and fats within the ranges shown in the Macro Calculations table.
- Weigh food using a scale and weigh raw ingredients; use apps consistently (MyFitnessPal, Cronometer, MacroFactor).
- Prioritize hitting daily protein targets and fiber (14 g per 1000 kcal); distribution is secondary to total intake.
- Use meal templates and timing pragmatically—pre/post-workout meals, flexible carb timing, and practical food swaps.
Example Use Cases
- Fat loss example: 1600 kcal plan with Breakfast 400 kcal (≈30 g protein), Lunch 500 kcal (≈40 g protein), Dinner 500 kcal (≈35 g protein), Snack 200 kcal (protein-focused).
- Muscle gain example: 3000 kcal plan with Breakfast 600 kcal (≈40 g protein), Lunch 700 kcal (≈50 g protein), Pre-workout 400 kcal (≈30 g protein), Post-workout 500 kcal (≈40 g protein), Dinner 600 kcal (≈40 g protein), Evening 200 kcal (casein).
- Intermittent fasting example: 16:8 approach to adherence with all calories in an 8-hour window while meeting protein targets.
- Ketogenic example: Ketogenic protocol under 50 g carbs with high fat and moderate protein for ketosis.
- Mediterranean example: Whole-food focus with olive oil, fish, and moderate wine for health and longevity.