
integrated training and nutrition programming
v1by FitnessGrid
Synchronizes weekly training loads with evidence-based caloric and macronutrient adjustments using automated baseline configurations.
Get an AI coach that uses this skill
FitnessGrid is an AI coach that plans your week and adapts as you go. Install integrated training and nutrition programming and your coach will follow this protocol every week, learn from what you actually do, and adjust on the fly.
- Your coach builds the week from this skill
- Adapts to your actual progress, not a static template
- Free to start — no credit card, ~60 seconds to set up
Procedure
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Establish Physiological Baseline
- Retrieve user biometrics (weight, height, age, gender).
- Use
compute_bmrto calculate the Basal Metabolic Rate via the Mifflin-St Jeor Equation. - Determine the Physical Activity Level (PAL) based on user history and apply it via
compute_tdee(ranging 1.2 for sedentary to 1.9 for heavy load).
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Configure Automated Macronutrient Floor
- Protein: Calculate baseline at 1.6g to 2.2g per kg of body mass using
compute_protein_target. - Fats: Set a regulatory floor between 0.5g and 1.0g per kg.
- Carbohydrates: Allocate remaining calories (TDEE - protein/fat calories) to carbohydrates.
- Protein: Calculate baseline at 1.6g to 2.2g per kg of body mass using
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Define Weekly Training Load Tiers Analyze the planned workouts for the week and categorize each day:
- High Load (e.g., Leg Day): Set calories to TDEE + 10-15% and increase carbohydrates to 6–10g/kg.
- Moderate Load (e.g., Upper Body): Set calories to Maintenance (TDEE) with balanced macros.
- Low Load/Rest: Set calories to TDEE - 10-20% with higher fat ratio and lower carbohydrates.
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Implement Nutrient Timing For each scheduled workout, automate meal timing:
- Pre-Workout (30–60 min prior): Schedule high-glycemic carbohydrates.
- Post-Workout (0–120 min post): Schedule 20–40g of fast-absorbing protein combined with carbohydrates.
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Execute Closed-Loop Feedback & Recalibration
- Use
get_week_statsandget_user_historyto analyze 7-day weight trends. - Caloric Correction: If weight loss exceeds 1% of body weight per week during a deficit, apply a 5–10% caloric increase to the baseline.
- Deload Trigger: If volume load (performance) plateaus for two consecutive weeks, use
plan_weekto insert a Deload Week (30% intensity reduction) and set calories to maintenance.
- Use
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Prioritize Trend Data
- When metabolic estimates (METs) conflict with real-world weight trends, adjust the user's TDEE baseline based on the weight trend feedback rather than theoretical activity calculations.