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Exercise Selection & Constraint Audit
AI Workflow AI-006 · Programming · Risk: High
Updated Aug 30, 2026AI · program-design · exercise-selection
Problem this solves
Exercise selection often becomes preference-driven, novelty-driven, or disconnected from the program objective.
This resource is part of the Vault
Audit whether each exercise belongs in a program and generate substitutions that preserve the intended training effect.