exclude: patch
repos:
  # Base code quality hooks (unchanged from your config)
  - repo: https://github.com/pre-commit/pre-commit-hooks
    rev: v4.2.0
    hooks:
      - id: check-executables-have-shebangs
      - id: check-json
      - id: check-merge-conflict
      - id: check-shebang-scripts-are-executable
      - id: check-toml
      - id: check-yaml
      - id: double-quote-string-fixer
      - id: end-of-file-fixer
      - id: mixed-line-ending
        args: ['--fix=lf']
      - id: requirements-txt-fixer
      - id: trailing-whitespace

  # Documentation formatting
  - repo: https://github.com/myint/docformatter
    rev: v1.4
    hooks:
      - id: docformatter
        args: ['--in-place']

  # Import sorting
  - repo: https://github.com/pycqa/isort
    rev: 5.12.0
    hooks:
      - id: isort
        args: ['--profile', 'black']

  # Type checking
  - repo: https://github.com/pre-commit/mirrors-mypy
    rev: v0.991
    hooks:
      - id: mypy
        args: ['--ignore-missing-imports']
        additional_dependencies:
          - types-python-slugify
          - types-PyYAML
          - types-requests

  # Formatting
  - repo: https://github.com/google/yapf
    rev: v0.32.0
    hooks:
      - id: yapf
        args: ['--style', '{based_on_style: google, indent_width: 2}']

  # AI/ML specific additions
  - repo: https://github.com/PyCQA/bandit
    rev: 1.7.4
    hooks:
      - id: bandit
        args: ['-x', 'tests', '-ll']
        exclude: 'migrations|test_.*|tests/'

  - repo: https://github.com/charliermarsh/ruff-pre-commit
    rev: v0.0.275
    hooks:
      - id: ruff
        args: ['--fix']

  # Notebook checking
  - repo: https://github.com/nbQA-dev/nbQA
    rev: 1.7.0
    hooks:
      - id: nbqa-ruff
        additional_dependencies: ['ruff==0.0.275']
      - id: nbqa-mypy