Tools used
- get_user_preferences
- list_exercise_library
- find_exercise_candidates
- create_workout
- create_week
- compute_protein_target
- compute_water_intake
- create_note
Procedure
Procedure
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Assess Developmental Stage and Foundation
- Inquire if the user has reached puberty to differentiate between neurological and morphological goals.
- Verify that they have access to qualified adult supervision for all sessions.
- Ensure the user understands the "technique-first" philosophy: perfect form with bodyweight or unweighted bars must precede added resistance.
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Calculate Nutritional and Hydration Baselines
- Use
compute_protein_targetto establish a range of 10% to 30% of daily calories, ensuring a distribution of approximately 0.4g/kg per meal. - Use
compute_water_intaketo set hydration baselines focused on thermoregulation. - Advise against restrictive dieting; emphasize caloric adequacy to support growth and prevent Relative Energy Deficiency in Sport (RED-S).
- Use
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Design the Training Schedule
- Use
create_weekto schedule 2–3 non-consecutive training days per week. - Ensure session duration is set between 20–60 minutes.
- Include a mandatory 10–15 minute dynamic warm-up and a cool-down period.
- Use
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Structure Workouts and Exercises
- Use
create_workoutto build sessions featuring 1–3 sets per exercise. - Set the repetition range strictly between 8–15 repetitions.
- Prioritize fixed-path machines for beginners to provide external stability, transitioning to free weights only as coordination and stability improve.
- Prohibit 1-Repetition Maximum (1RM) testing; focus on repetition-based progress.
- Use
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Implement Linear Progression Logic
- Create a note using
create_noteoutlining the "Hierarchy of Progression" for the user:- Technique: Master movement with zero/minimal load.
- Volume: Increase reps from 8 up to 15 within the same weight.
- Load: Only increase weight once 3 sets of 15 reps are completed with perfect form.
- Create a note using
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Monitor and Support
- Encourage the user to prioritize variety and ensure this program supplements, rather than replaces, 60+ minutes of daily moderate-to-vigorous physical activity.
- Use
create_noteto document baseline measurements and technical milestones rather than absolute weight lifted.