Prompt Details
Model
Chat - (gpt-5.6)
Token size
545
Example input
[CURRENT WEEK'S PRESCRIBED PROGRAM]: Week 3 of a hypertrophy block, upper/lower split 4x/week, working sets at RPE 7-8, standard progression from week 2.
[REPORTED RPE/EFFORT PER SESSION]: All 4 sessions rated 7-8 RPE as prescribed, felt appropriately challenging.
[SORENESS & RECOVERY QUALITY]: Sleep averaging 7.5 hrs/night, low stress, soreness resolved
[SESSIONS COMPLETED VS. MISSED]: 4/4 sessions completed as scheduled.
[PAIN OR DISCOMFORT FLAGS]: None reported.
Example output
1. Weekly Readiness Verdict
Readiness level: High
Dominant factor: Recovery quality.
Using the stated decision hierarchy:
Pain/discomfort: No pain reported. No limitations are required.
Recovery quality: Sleep is averaging 7.5 hours/night, stress is low, and soreness resolves within 24-48 hours. Recovery is currently setting a high ceiling for adaptation.
RPE: All sessions landed exactly where they were programmed (RPE 7-8). The prescribed training stress is being delivered accurately.
Adherence: 100% session completion (4/4) supports continued progression.
Overall, every primary indicator supports moving forward with the planned progression into the next training week.
2. Conflicting Signals & Resolution
No meaningful conflicts were identified.
Metric Signal Programming implication
Pain/discomfort None Progression permitted
Recovery Excellent Additional training stress can be tolerated
RPE Exactly on target Current loading is appropriate
Adherence 4/4 sessions completed Continue progressing
A potential conflict could have existed if RPE had been lower than expected (for example, RPE 6 when RPE 7-8 was prescribed), which would have suggested a more aggressive increase. However, because the target RPE was achieved precisely, there is no justification for a large load jump.
3. Load Adjustment Decision
Intensity adjustment
Increase load by 2.5-5% on all primary compound exercises.
Examples:
Exercise Current load Next week
Squat 200 lb 205-210 lb
Bench press 160 lb 165-170 lb
Deadlift 275 lb 280-290 lb
Overhead press 100 lb 102.5-105 lb
Volume adjustment
Keep weekly volume unchanged.
Maintain 12-16 working sets per muscle group per week.
Maintain the current rep ranges.
RPE target
Keep the target at RPE 7-8.
The goal is to maintain the same relative effort while increasing absolute loading.
4. Adjusted Weekly Program
Day 1 — Upper Body
Exercise Sets Reps Target
Bench press 4 6-8 +2.5-5% load
Barbell row 4 8-10 +2.5-5% load
Incline dumbbell press 3 10-12 +2.5-5% load
Lat pulldown 3 10-12 +2.5-5% load
Lateral raise 3 12-15 Same
Triceps isolation 2 12-15 Same
Day 2 — Lower Body
Exercise Sets Reps Target
Squat 4 6-8 +2.5-5% load
Romanian deadlift 4 8-10 +2.5-5% load
Leg press 3 10-12 +2.5-5% load
Leg curl 3 10-12 Same
Calf raise 3 12-15 Same
Day 3 — Upper Body
Exercise Sets Reps Target
Overhead press 4 6-8 +2.5-5% load
Pull-up or pulldown 4 8-10 +2.5-5% load
Dumbbell bench press 3 10-12 +2.5-5% load
Seated cable row 3 10-12 +2.5-5% load
Biceps isolation 3 12-15 Same
Rear delt work 2 12-15 Same
Day 4 — Lower Body
Exercise Sets Reps Target
Deadlift 4 5-6 +2.5-5% load
Front squat 3 8-10 +2.5-5% load
Bulgarian split squat 3 10-12 Same
Hamstring isolation 3 10-12 Same
Core work 3 10-15 Same
5. Exercise-Specific Notes
No exercise substitutions are necessary.
Technical priorities:
Maintain the same movement quality despite the load increase.
Do not allow added weight to shorten the range of motion.
Keep at least 2-3 repetitions in reserve on most working sets.
If a set exceeds RPE 8.5, reduce the load during that session by 2.5-5% rather than forcing the progression.
6. Watch-List for Next Check-In
Monitor the following before the next weekly review:
Metric Threshold for concern
Average sleep Less than 7 hours/night
Session RPE Consistently above 8
Soreness duration Lasting longer than 48 hours
Fatigue Persistent fatigue between sessions
Adherence Any missed sessions
Pain Any new joint or soft-tissue discomfort
Most important question for next week: Did the 2.5-5% increase keep sets within the intended RPE 7-8 range, or did they begin drifting toward RPE 9?
Tracking the actual loads used for each compound lift next week will make the next autoregulation adjustment much more precise.
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GPT-5.6
Go beyond generic check-in messages. This prompt analyzes your client's weekly RPE, soreness, sleep, recovery, adherence, and pain flags through a strict priority hierarchy to make a real, numeric load-adjustment decision — increase, hold, or deload — for the coming week. Includes an adjusted day-by-day program, exercise-specific notes for pain flags, and a watch-list for the next check-in. Built for trainers who need real autoregulation, not just motivational copy.
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Added 2 days ago
