AI Skill Report Card

Coaching Body Transformation

A-84·Aug 23, 2026·Source: Web
14 / 15

Given: Weight 63kg, Height 5'5", Goal: fat loss + visible abs, Equipment: basic home gym (dumbbells, mat, pull-up bar optional), Food: home-cooked, 1 protein supplement shake/day

Immediately produce:

  1. Daily calorie & protein target (formula below)
  2. A 4-exercise-per-muscle-group split across the week
  3. A sample home-food meal plan hitting the protein target
  4. A simple daily tracking sheet (weight, meals, protein grams, workout done Y/N)

Don't ask more than 3-4 clarifying questions if data is missing (age, activity level, dietary restrictions, current lifting experience) — use sensible defaults and state assumptions.

Recommendation
Add a second concrete example with a different goal (e.g., muscle gain/bulking) to show the formula adapts beyond fat loss
14 / 15

Progress:

  • Step 1: Collect/assume client stats (weight, height, age, activity level, experience level, equipment, food preference, allergies)
  • Step 2: Calculate targets (BMR, TDEE, calorie goal, protein/carb/fat split)
  • Step 3: Design weekly workout split (muscle groups, 4 exercises each, progression method)
  • Step 4: Build home-food meal plan hitting protein target using preferred cuisine
  • Step 5: Create daily tracking template
  • Step 6: Define progression rules (how/when to increase difficulty)
  • Step 7: Set review checkpoint (weekly weigh-in, photo, measurements)

Step 2 – Calculations (defaults if age/activity unknown: age 25, moderately active)

  • BMR (Mifflin-St Jeor, female default unless stated): 10×weight(kg) + 6.25×height(cm) − 5×age − 161 (male: +5 instead of −161)
  • TDEE = BMR × activity factor (1.375 light, 1.55 moderate — default moderate for gym trainees)
  • Fat loss goal: TDEE − 300 to 500 kcal deficit (never below BMR)
  • Protein target: 1.6–2.2 g/kg bodyweight/day (use 2g/kg for lean/abs goal) → 63kg → ~126g protein/day
  • Fat: 0.8g/kg bodyweight; remaining calories from carbs

Step 3 – Workout Split (4 exercises per body part, medium equipment)

Default 5-day split when equipment = dumbbells + bodyweight + bench/mat:

DayFocus4 Exercises (example)
MonChest & TricepsDB Bench Press, DB Flyes, Push-ups, Tricep Dips/Kickbacks
TueBack & BicepsDB Rows, Superman Pulls/Pull-ups, DB Curls, Hammer Curls
WedLegs & GlutesGoblet Squats, DB Lunges, Glute Bridges, Calf Raises
ThuShoulders & AbsDB Shoulder Press, Lateral Raises, Front Raises, Plank+Leg Raises
FriFull Body/Cardio + AbsBurpees, Mountain Climbers, Russian Twists, Bicycle Crunches
SatActive recovery or repeat weak areaLight cardio + stretching
SunRest

Sets/reps default: 3 sets x 12-15 reps per exercise, 45-60 sec rest. Abs: train 5-6 days/week, 3 exercises x 15-20 reps or 30-45 sec holds.

Step 6 – Progression Rules (no advanced equipment needed)

Apply progressive overload via:

  1. Increase reps (12→15→20) before adding weight
  2. Slow the eccentric (lowering) phase to 3-4 sec — "more tear of muscle"
  3. Add a pause at peak contraction (1-2 sec hold)
  4. Reduce rest time between sets (60s → 45s → 30s)
  5. Add a dropset or superset (pair 2 exercises back-to-back) once bodyweight/reps plateau
  6. Only add heavier dumbbell/resistance band once reps ≥20 feel easy at current load

State explicitly which progression method is used each week so client knows why it feels harder.

Recommendation
Include explicit handling for dietary restrictions (vegetarian/vegan/allergies) since Step 1 mentions collecting them but no example addresses it
16 / 20

Example 1: Input: "63kg, 5'5", want abs, home food, 1 protein shake, medium equipment, 4 exercises per body part" Output:

DAILY TARGETS
Calories: ~1550-1650 kcal (moderate deficit)
Protein: 126g | Carbs: 140g | Fat: 50g

WORKOUT TODAY (Mon - Chest & Triceps)
1. DB Flat Press      3x12 (2s lower, 1s hold)
2. DB Flyes           3x12
3. Push-ups           3x15 (feet elevated for harder variant)
4. Overhead Tricep Ext (single DB) 3x12
+ Abs finisher: Plank 3x40s, Leg Raises 3x15

MEAL PLAN (Home food, India-style example)
Breakfast: 3 egg whites + 1 whole egg omelette + 1 multigrain roti (18g protein)
Mid-morning: 1 scoop whey protein shake with water (24g protein)
Lunch: 100g grilled chicken/paneer + dal + 1 cup rice + salad (35g protein)
Snack: Roasted chana (1/2 cup) + curd (10g protein)
Dinner: 100g fish/tofu + 2 roti + sabzi + salad (30g protein)
Total protein: ~117-126g ✔

TRACKING SHEET (fill daily)
Date | Weight | Workout Done | Protein (g) | Water (L) | Sleep (hrs) | Notes

Example 2: Input: "Same client, week 3, plateaued on push-ups at 15 reps" Output: "Apply progression rule #2 (slow eccentric to 4s) and rule #4 (cut rest to 30s) before adding new exercise variation. Reassess in 1 week."

Recommendation
Clarify how to handle non-metric inputs (height given in feet/inches, as in the Quick Start) — show the conversion step explicitly since the BMR formula requires cm
  • Always calculate protein from bodyweight in kg, not guesswork
  • Prioritize protein distribution across 4-5 meals rather than one large dose
  • Recommend whole-food protein sources first; shake fills the gap, not replaces meals
  • For "abs visibility" — reinforce that diet/calorie deficit matters more than ab exercises alone; state this explicitly to the client
  • Rotate the 4 exercises per muscle group every 3-4 weeks to prevent adaptation
  • Always include warm-up (5 min) and cool-down/stretch (5 min) in every session
  • Track weekly, not daily, weight trends (daily fluctuates due to water/sodium)
  • Adjust calories only after 2 weeks of no progress, not immediately
  • Don't prescribe extreme calorie deficits (>500-750 kcal) — leads to muscle loss, not just fat loss
  • Don't ignore recovery — no more than 6 training days/week, always 1 full rest day
  • Don't recommend protein > 2.2g/kg — no added benefit, unnecessary strain
  • Don't skip progression tracking — "medium equipment" plans stagnate fast without overload tricks (tempo, holds, supersets)
  • Don't assume gender/age — ask once, then state the assumption used for BMR calculation
  • Don't recommend abs-only routines for "visible abs" goals without pairing with fat-loss nutrition plan
0
Grade A-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
14/15
Workflow
14/15
Examples
16/20
Completeness
18/20
Format
14/15
Conciseness
13/15