Prompt Details
Model
Chat - (gpt-5.6)
Token size
734
Example input
[GOAL]: Build lean muscle and improve general work capacity
[EXPERIENCE LEVEL]: Intermediate, trained consistently for 3 years
[INJURIES/LIMITATIONS]: None reported
[EQUIPMENT & SCHEDULE]: Full commercial gym access, 5 days/week, 60 minutes per session
[TRAINING SPLIT]: Push/Pull/Legs
Example output
1) Program Overview & Rationale
Primary goals: Build lean muscle (hypertrophy) while simultaneously improving general work capacity.
Chosen Periodization Model: Daily Undulating Periodization (DUP)
Because the client has 3 years of consistent training experience, a traditional linear model would likely provide insufficient variation in training stress.
A daily undulating model is the most appropriate choice because it allows:
Multiple hypertrophy stimuli within the same week
Exposure to different loading zones (strength, hypertrophy, metabolic)
Better fatigue distribution across a 5-day schedule
Continued progression without excessive monotony
The weekly training stimulus will alternate between:
Strength-emphasis sessions: 5-8 repetitions
Hypertrophy-emphasis sessions: 8-12 repetitions
Work-capacity sessions: 12-15+ repetitions and reduced rest periods
Volume Approach (Volume Landmark Logic)
For an intermediate lifter seeking hypertrophy, research generally places:
Muscle group Approximate weekly hypertrophy threshold
Chest 10-20 sets
Back 12-20 sets
Shoulders 10-18 sets
Quadriceps 10-18 sets
Hamstrings 8-16 sets
Glutes 10-18 sets
Arms 8-14 sets
Because the client has only 60 minutes per session, beginning at the upper end of these ranges would compromise recovery and exercise quality.
Starting weekly volumes:
Muscle group Weekly sets
Chest 14
Back 16
Shoulders 12
Quadriceps 14
Hamstrings 12
Glutes 14
Biceps 10
Triceps 10
This places training volume comfortably above maintenance while remaining below maximum recoverable volume (MRV).
Biomechanical Analysis
No injuries or movement limitations were reported.
Therefore:
No joint angles require restriction.
No loading patterns require modification.
Full movement selection can be used.
Exercise selection will emphasize:
Multi-joint compound lifts
Stable movement patterns
A balance between mechanical tension and metabolic stress
Split Compatibility
A traditional Push/Pull/Legs split typically operates on a 6-day rotation.
The client can train 5 days per week.
Trade-off:
A standard PPL schedule would undertrain certain muscle groups if compressed into 5 days.
Solution:
A modified rotation:
Push
Pull
Legs
Upper (hypertrophy)
Lower (work capacity)
This preserves the client's preferred split while maintaining adequate weekly frequency (2× stimulation for every major muscle group).
2) Weekly Schedule Breakdown (Day-by-Day)
Day Focus Duration Primary movement patterns
Monday Push 60 min Horizontal/vertical pressing
Tuesday Pull 60 min Vertical/horizontal pulling
Wednesday Legs 60 min Squat, hinge, unilateral
Thursday Upper Hypertrophy 60 min Chest, back, shoulders, arms
Friday Lower Work Capacity 60 min Quad, glute, hamstring conditioning
Saturday Recovery — Walking, mobility
Sunday Recovery — Mobility, light activity
Non-training-day guidance:
Walk 7,000-10,000 steps daily.
Perform 10-15 minutes of mobility work.
Maintain protein intake of 1.6-2.2 g/kg/day.
Sleep 7-9 hours nightly.
3) Exercise Selection with Sets/Reps/Rest
Monday: Push (Strength + Hypertrophy)
Exercise Sets Reps Rest Intensity
Barbell bench press (3-1-1 tempo) 4 6 2-3 min 2 RIR
Standing barbell overhead press (2-1-1) 3 6-8 2 min 2 RIR
Incline dumbbell press 3 8-10 90 sec 1-2 RIR
Cable lateral raise 3 12-15 60 sec 1 RIR
Cable triceps pushdown 3 10-12 60 sec 1 RIR
Tuesday: Pull (Strength + Hypertrophy)
Exercise Sets Reps Rest Intensity
Weighted pull-ups 4 6 2-3 min 2 RIR
Barbell row (2-1-1) 4 6-8 2 min 2 RIR
Chest-supported dumbbell row 3 10 90 sec 1-2 RIR
Cable face pull 3 12-15 60 sec 1 RIR
EZ-bar curl 3 10-12 60 sec 1 RIR
Wednesday: Legs (Strength Emphasis)
Exercise Sets Reps Rest Intensity
Back squat (3-1-1) 4 6 3 min 2 RIR
Romanian deadlift (3-1-1) 4 8 2 min 2 RIR
Leg press 3 10 90 sec 1-2 RIR
Walking dumbbell lunge 3 12/leg 90 sec 1 RIR
Standing calf raise 4 12-15 60 sec 1 RIR
Thursday: Upper Hypertrophy
Exercise Sets Reps Rest Intensity
Incline barbell press 3 8-10 2 min 1-2 RIR
Lat pulldown 3 10-12 90 sec 1 RIR
Seated cable row 3 10-12 90 sec 1 RIR
Dumbbell lateral raise 3 15 60 sec 1 RIR
Cable chest fly 2 12-15 60 sec 1 RIR
Superset: cable curl + rope extension 3 12-15 45 sec 1 RIR
Friday: Lower Work Capacity
Exercise Sets Reps Rest Intensity
Front squat (2-1-1) 3 10 2 min 2 RIR
Dumbbell Romanian deadlift 3 12 90 sec 1 RIR
Bulgarian split squat 3 12/leg 90 sec 1 RIR
Leg curl 3 15 60 sec 1 RIR
Sled push 6 20 m 45 sec RPE 8
Farmer's carry 4 30 m 45 sec RPE 8
4) Injury-Safe Substitutions
No current injuries were reported. Therefore, no substitutions are presently required.
Original exercise Substitute Biomechanical rationale
N/A N/A No limitations identified
Contraindicated-Movements List
None currently.
If pain develops:
Avoid training through sharp pain.
Reduce load before modifying movement patterns.
Reassess technique before increasing intensity.
Pain-Monitoring Traffic-Light Scale
Zone Symptoms Action
Green 0-2/10 discomfort Continue training
Yellow 3-5/10 discomfort Reduce load 10-20%
Red >5/10 pain, altered movement, persistent pain Stop exercise and substitute
5) Progression Plan for the Next 4 Weeks
Progression Model
Primary method: Double progression with RIR autoregulation.
Rules:
Stay within the prescribed repetition range.
Maintain the assigned RIR.
Increase weight only after all sets reach the top of the repetition range.
Week Goal Intensity
Week 1 Establish baseline 2 RIR
Week 2 Add repetitions 1-2 RIR
Week 3 Add load 1 RIR
Week 4 Peak training volume 0-1 RIR
Numerical Example: Barbell Bench Press
Week 1
185 lb
4 × 6
Week 2
185 lb
4 × 7
Week 3
185 lb
4 × 8
Top of the range achieved.
Week 4
Increase load by 5 lb.
190 lb
4 × 6
Repeat the progression cycle.
6) Signs the Client Should Deload or Regress
Performance Warning Signs
Two consecutive weeks without progression
A 5% decrease in lifting performance
Inability to maintain prescribed repetitions
Recovery/Systemic Warning Signs
Sleep disturbances for 3+ nights
Persistent fatigue lasting more than 7 days
Reduced motivation to train
Elevated resting heart rate (>10% above baseline)
Injury-Specific Warning Signs
Joint pain lasting more than 48 hours
Repeated technique breakdown
Pain that worsens during warm-up
Reduced range of motion
Quantified Deload Protocol
Reduce:
Variable Reduction
Volume -40-50%
Intensity -10-15%
Training frequency Maintain
Example:
Instead of:
4 × 8 at 225 lb
Perform:
2 × 8 at 195-200 lb
Return-to-Progression Criteria
Resume normal progression when all three conditions are met:
Performance returns to baseline.
Fatigue symptoms resolve.
All sessions are completed for one week while maintaining prescribed RIR targets.
As a useful next step, you could track your first 4 weeks in a simple training log (weights, repetitions, and RIR for every exercise). That data would allow the next training block to be individualized around your actual recovery and hypertrophy response rather than population-based volume estimates.
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GPT-5.6
Build injury-safe, periodized training programs from 5 client details in seconds. This ChatGPT prompt reasons like a real coach — selecting periodization models, setting MEV/MAV/MRV volume, and mapping injuries to exact joint stress before choosing exercises. Includes RIR/%1RM targets, tempo prescriptions, safe substitutions, a 4-week progression plan, and deload triggers.
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