Skip to content

GSDFC Docstring Guide

This page is the practical companion to the authoritative GSDFC specification in the docforge/__init__.py package docstring. It describes how to write docstrings that render correctly in MkDocs and stay machine-parseable by doc-forge, MkDocs, and MCP clients.

🧭 Overview

  • Docstrings are the single source of truth.
  • doc-forge compiles docstrings but never rewrites them.
  • Every public symbol should have a complete, accurate docstring.
  • Type hints live in signatures; prose entries repeat the type in parentheses and must match the signature.

📦 Module docstrings

Modules use Markdown headings and --- separators.

Recommended sections:

  • # Summary — what the subsystem does
  • # Examples — a representative usage snippet
  • # Notes — guarantees, lifecycle, and thread-safety notes

📦 Class docstrings

Recommended sections, in order:

  • summary line describing responsibility
  • Attributes: — instance attributes with name (Type): entries
  • Notes: — grouped subsections such as Guarantees, Lifecycle
  • Example: — indented python code block

📦 Function and method docstrings

Recommended section order:

  1. Args:
  2. Returns:
  3. Raises:
  4. Yields:
  5. Notes:
  6. Example:

Formatting rules:

  • Args: entries are name (Type): followed by an indented description.
  • Returns: entries are Type: followed by an indented description.
  • Raises: entries are ExceptionType: followed by an indented condition.
  • Yields: replaces Returns: for generators.
  • Summaries are written in the imperative mood.
  • Fenced python blocks are allowed inside Example: sections, indented four spaces.

📦 Property docstrings

Properties document their return values with a Returns: section and, when meaningful, an Example:.

🚀 Example

 1
 2
 3
 4
 5
 6
 7
 8
 9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
def process(foo: Foo, multiplier: int) -> int:
    """Process a Foo instance.

    Args:
        foo (Foo):
            Foo instance to process.

        multiplier (int):
            Value used to scale foo.

    Returns:
        int:
            Processed result.

    Raises:
        ValueError:
            If multiplier is negative.

    Example:
        Process foo:

            ```python
            foo = Foo("example", value=10)
            result = process(foo, multiplier=2)
            print(result)
            ```
    """

🔄 Keeping stubs in sync

Every .py module ships a matching .pyi stub. When a signature or a public symbol changes, update both files. Signature annotations in the stub must match the implementation.

🛡️ Enforcement

pydoclint (Google style) runs in CI and verifies that Args:/Returns: sections match function signatures, including types.

  • allow-init-docstring = true — __init__ docstrings are allowed.
  • skip-checking-raises = true — Raises: sections are descriptive and are not required to map to literal raise statements.
  • check-class-attributes = false — Attributes: sections document instance attributes without class-level annotations.