# Self-Study Agent - 파이프라인 파라미터

# 루프 설정
loop:
  max_iterations: 20
  early_exit_accuracy: 0.95

# 주제 선택
topic_selection:
  strategy: "balanced"
  user_goals: []

# 소스 발견
sources:
  channels:
    web_search: true
    academic: true
    github: true
    documentation: true
    local_files: false
  max_per_channel: 5
  max_total: 10

# 추출
extraction:
  model: "small"
  max_sources: 5
  cross_reference: true
  min_sources_for_fact: 2

# 문제 생성
question_generation:
  # 문제 유형 비중
  type_distribution:
    direct_recall: 0.4      # 직접 회상
    application: 0.3        # 적용 질문
    variation: 0.2          # 변형 질문
    connection: 0.1         # 연결 질문

  # 난이도 분포
  difficulty_distribution:
    easy: 0.3
    medium: 0.4
    hard: 0.3

  # 세션당 문제 수
  questions_per_session: 10

# 피드백
feedback:
  # 피드백 생성 규칙
  include_explanation: true
  include_related_concepts: true
  include_source_reference: true
  include_suggested_review: true

# 간격 반복 (FSRS)
spaced_repetition:
  algorithm: "FSRS"
  fsrs_params: [0.4, 0.6, 2.4, 5.8, 4.93, 0.94, 0.86, 0.01, 1.49, 0.14, 0.94, 2.18, 0.05, 0.34, 1.26, 0.29, 2.61]
  min_interval_days: 1
  max_interval_days: 365
  target_retention: 0.9

# 교차 학습
interleaving:
  enabled: true
  mix_previous_sessions: 3   # 이전 세션 주제 포함 수
  mix_ratio: 0.3             # 이전 주제 비중

# 자동 반복 설정
auto_repeat:
  enabled: true
  max_sessions_per_chat: 5
  stop_conditions:
    - no_due_cards
    - no_incomplete_topics
    - max_sessions_reached

# 적응
adaptation:
  # 정답률 기반 적응
  low_accuracy_threshold: 0.5
  high_accuracy_threshold: 0.9
  low_accuracy_consecutive: 3
  high_accuracy_consecutive: 5

  # 난이도 조절
  difficulty_adjustment:
    enabled: true
    min_difficulty: 0.1
    max_difficulty: 0.9

  # 문제 유형 조절
  type_adjustment:
    enabled: true
    weak_type_boost: 0.1     # 약한 유형 비중 증가