Goal, training age, schedule, equipment, exercise history, current performance, recovery, nutrition direction and constraints.
METHOD / DESIGENETICS
DECISIONS
DECISIONS
BEFORE NOVELTY.
Assess → Build → Adapt is the public shorthand. Underneath it is a five-decision operating loop: Assess → Prescribe → Execute → Measure → Adapt.
THE DESIGENETICS DECISION SYSTEM
ASSESS → PRESCRIBE → EXECUTE
01ASSESSUNDERSTAND THE ATHLETE.
02PRESCRIBECHOOSE THE NEXT DEFENSIBLE PLAN.
03EXECUTEMAKE THE PLAN INTERPRETABLE.
04MEASURELOOK FOR SIGNAL, NOT DRAMA.
05ADAPTCHANGE ONLY WHAT THE RESPONSE JUSTIFIES.
ASSESS → PRESCRIBE → EXECUTE
→ MEASURE → ADAPT.
A coaching system should make it possible to explain why a decision was made, what signal it was responding to and what would cause that decision to change.
Exercise selection, volume, frequency, effort targets, progression rules and nutrition direction matched to the actual context.
Stable technique, honest effort, consistent logging and enough repetition to create useful feedback instead of constant novelty.
Performance trends, body-weight/measurement trends, recovery, adherence, technique and athlete-reported context.
Adjust the limiting variable, preserve what is working and document why the change was made.
The rule: a change should solve a defined problem. If the coach cannot explain what signal changed and why the new decision is better, the change has not earned its place.
WHAT GETS MEASURED
THE DATA SERVES
EXECUTIONWHAT WAS ACTUALLY DONE?
RESPONSEWHAT IS THE ATHLETE DOING WITH IT?
DECISIONWHAT CHANGES NEXT?
THE DATA SERVES
THE DECISION.
DesiGenetics does not collect metrics because dashboards look impressive. Information is useful when it changes a decision or confirms that no change is needed.
Sessions completed, technique consistency, load/reps/RIR, substitutions and adherence.
Performance direction, body-composition trend, recovery, soreness/fatigue context and subjective feedback.
Hold, progress, reduce, substitute or investigate further—without turning normal noise into constant program churn.
PROFESSIONAL BOUNDARY
CONTEXT CAN BE ADVANCED.
CONTEXT CAN BE ADVANCED.
SCOPE STAYS CLEAR.
Training age, bodybuilding history and a history of PED use can change the context around training load, recovery and realistic expectations. DesiGenetics does not prescribe cycles, sourcing or dosing, interpret medical labs, diagnose or treat medical conditions.