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Prompt Details

Model
Chat - (gpt-5.2)
Token size
523
Example input
[USER_PROFILE]: Male, 30, 180cm, 90kg, Intermediate Lifter [GOAL]: Aggressive Fat Loss [TRAINING_SETUP]: 4 days/week, Full Gym Access [NUTRITION_PREFERENCES]: High Protein, No allergies
Example output
## BODY TRANSFORMATION ROADMAP **Role:** Elite Sports Physiologist & Performance Nutritionist (PhD-level) **Objective:** Aggressive Fat Loss with Performance Retention --- ## 1) METABOLIC & PHYSIOLOGICAL ASSESSMENT **Anthropometrics:** Male | 30 y | 180 cm | 90 kg | Intermediate Lifter **BMR (Mifflin–St Jeor):** [ BMR = (10×90) + (6.25×180) − (5×30) + 5 = \mathbf{1880\ kcal/day} ] **Activity Factor:** 1.55 (4 structured resistance sessions/week) **TDEE:** [ 1880 × 1.55 = \mathbf{2914\ kcal/day} ] **Calorie Target (Aggressive Fat Loss):** 30% deficit to maximize adipose reduction while preserving lean mass. [ 2914 × 0.70 = \mathbf{~2040\ kcal/day} ] **Physiological Rationale:** * ≥25% deficit required for accelerated fat loss * High protein + resistance training mitigates muscle protein breakdown * Intake remains above metabolic adaptation threshold --- ## 2) NUTRITION ENGINEERING ### Daily Energy & Macronutrients **Target Intake:** **2040 kcal/day** | Macronutrient | Grams | kcal | % of Intake | | ------------- | --------: | -------: | ----------: | | Protein | **198 g** | 792 | **39%** | | Carbohydrates | **150 g** | 600 | **29%** | | Fats | **72 g** | 648 | **32%** | | **Total** | | **2040** | **100%** | **Rationale:** * Protein: 2.2 g/kg → maximizes lean mass retention * Fat: 0.8 g/kg → hormonal stability * Carbs: performance support within deficit --- ### Sample Structured Day of Eating (High-Protein) **Meal 1 – Breakfast** * 4 whole eggs * 200 g egg whites * 60 g oats * Black coffee **Meal 2 – Lunch** * 200 g grilled chicken breast * 120 g cooked jasmine rice * Mixed vegetables * 10 g olive oil **Meal 3 – Pre-Training** * 200 g 0% Greek yogurt * 1 banana **Meal 4 – Post-Training / Dinner** * 200 g salmon * 250 g potatoes * Green salad **Meal 5 – Pre-Sleep** * 30 g casein protein * 15 g almonds --- ## 3) PERFORMANCE TRAINING DESIGN **Weekly Structure:** Upper / Lower Split (4 Days) **Intensity Anchor:** RPE-based autoregulation ### DAY 1 – UPPER (Strength Bias) | Exercise | Sets | Reps | RPE | Rest | | ------------------- | ---: | ----: | --: | ------: | | Barbell Bench Press | 4 | 4–6 | 8 | 2–3 min | | Weighted Pull-Ups | 4 | 5–7 | 8 | 2 min | | Incline DB Press | 3 | 8–10 | 7 | 90 s | | Seated Cable Row | 3 | 8–10 | 7 | 90 s | | Lateral Raises | 3 | 12–15 | 7 | 60 s | ### DAY 2 – LOWER (Strength Bias) | Exercise | Sets | Reps | RPE | Rest | | ------------------- | ---: | ----: | --: | ----: | | Back Squat | 4 | 4–6 | 8 | 3 min | | Romanian Deadlift | 3 | 6–8 | 8 | 2 min | | Leg Press | 3 | 10 | 7 | 90 s | | Standing Calf Raise | 4 | 10–12 | 7 | 60 s | ### DAY 3 – UPPER (Hypertrophy) | Exercise | Sets | Reps | RPE | Rest | | ---------------- | ---: | ----: | --: | ----: | | Overhead Press | 3 | 6–8 | 8 | 2 min | | Lat Pulldown | 3 | 8–10 | 7 | 90 s | | DB Chest Fly | 3 | 10–12 | 7 | 60 s | | Face Pull | 3 | 12–15 | 7 | 60 s | | Triceps Pushdown | 3 | 10–12 | 7 | 60 s | ### DAY 4 – LOWER (Hypertrophy) | Exercise | Sets | Reps | RPE | Rest | | --------------------- | ---: | ----: | --: | ----: | | Deadlift | 3 | 3–5 | 8 | 3 min | | Bulgarian Split Squat | 3 | 8/leg | 7 | 90 s | | Lying Leg Curl | 3 | 10–12 | 7 | 60 s | | Hanging Leg Raise | 3 | 10–15 | 7 | 60 s | --- ## 4) ADAPTIVE PROGRESSION FRAMEWORK (4 WEEKS) **Model:** Double Progression + Autoregulation * **Weeks 1–3:** * Add **+2.5–5% load** once top rep range is achieved at prescribed RPE * Accessories: add **+1 rep/set per week** if RPE ≤7 * **Week 4 (Deload):** * Volume ↓ 40% * Load ↓ 10–15% * Maintain movement patterns **Autoregulation Rule:** * If RPE >9 → reduce load by 5% next session * If RPE <7 → add load next session --- ## 5) RECOVERY & FATIGUE MANAGEMENT 1. **Sleep Optimization (7.5–9 h/night)** * Directly regulates testosterone, leptin, and cortisol balance 2. **Post-Training Protein Timing (≥40 g high-leucine protein)** * Maximizes muscle protein synthesis in caloric deficit 3. **Active Recovery (2× 20–30 min LISS/week)** * Enhances parasympathetic activity and lactate clearance --- ## 6) FINAL DIRECTIVE **Execute with precision—fat loss is not about effort, it is about control.**
🤖 GPT

Ultimate Fitness And Nutrition Systems

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GPT-5.2
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Cookie-cutter meal plans fail because they ignore metabolic realities. This system generates elite, science-backed nutrition and training protocols in under 60s. You get: • Precise macro & micro-nutrient modeling • Periodized training & overload programming • Recovery, sleep & hydration protocols • Plateau-busting metabolic adjustments Built for: Health Coaches, Personal Trainers, Athletes. Stop selling generic PDFs. Engineer real transformations.
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