configs/task_analysis/compatibility.yaml

# Task Analysis clinical-consistency rules — TRACE v1

# Module -> typical learner profiles (some modules only fit older learners)
module_to_learner_profiles:
  basic_living: [school_age, adolescent, adult]
  home: [adolescent, adult]
  community: [adolescent, adult]
  vocational: [adolescent, adult]
  independent_living: [adult]

# Mastery state -> acceptable reinforcement schedules (chaining-specific)
mastery_to_reinforcement:
  emerging: [crf_per_step]
  developing: [crf_per_step]
  approaching: [crf_per_step, differential_per_step]
  near: [differential_per_step, token_economy]
  mastered: [terminal_reinforcement, token_economy]
  generalization: [terminal_reinforcement]

# Chain type tends to follow skill preference; fallback is total_task
use_preferred_chain_type_probability: 0.75

# Sampling across modules (weighted toward typical clinical frequency)
module_sampling_weights:
  basic_living: 0.35
  home: 0.20
  community: 0.15
  vocational: 0.15
  independent_living: 0.15

# Prompt strategy bias by mastery state
mastery_to_prompt_strategies:
  emerging: [graduated_guidance, most_to_least]
  developing: [graduated_guidance, most_to_least]
  approaching: [most_to_least, least_to_most]
  near: [least_to_most]
  mastered: [least_to_most]
  generalization: [least_to_most]