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Douki

Language-agnostic YAML docstrings for Python.

Douki is a developer tool that uses a structured YAML format inside Python docstrings. It keeps your docstrings in sync with your function signatures and validates them against a schema — all without adding a runtime dependency to your package.

Why Douki?

  • Structured — docstrings are YAML, not free-form text. Parameters have type, description, optional, and default fields.
  • Auto-synceddouki sync adds new parameters, removes stale ones, and updates return types automatically.
  • Validated — every docstring is checked against a JSON Schema so typos and invalid fields are caught early.
  • Dev-only — Douki is a development tool. It does not need to be a runtime dependency of your package.
  • Migratable — convert existing NumPy-style docstrings with douki sync --migrate numpy.

Quick Start

Install Douki as a dev dependency:

pip install douki

Write a docstring in Douki YAML format:

def add(a: int, b: int = 0) -> int:
    """
    title: Add two integers
    parameters:
      a:
        type: int
        description: First value.
      b:
        type: int
        description: Second value.
        default: 0
    returns:
      - type: int
        description: Sum of a and b.
    """
    return a + b

Sync your docstrings with the actual signatures:

# Preview changes
douki check src/

# Apply changes in-place
douki sync src/

What's Next?

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