google styled doc string

docforge/__init__.py

@@ -133,7 +133,7 @@ Models:
 
 ---
 
-## Google-Styled Doc-Forge Convention (GSDFC)
+# Google-Styled Doc-Forge Convention (GSDFC)
 
 GSDFC defines how docstrings must be written so they render correctly in MkDocs and remain machine-parsable by doc-forge and AI tooling.
 
@@ -144,7 +144,7 @@ GSDFC defines how docstrings must be written so they render correctly in MkDocs
 
 ---
 
-### General rules
+## General rules
 
 - Use **Markdown headings** at package and module level.
 - Use **Google-style structured sections** at class, function, and method level.
@@ -155,7 +155,7 @@ GSDFC defines how docstrings must be written so they render correctly in MkDocs
 
 ---
 
-### Package docstrings
+## Package docstrings
 
 - Package docstrings act as the documentation home page.
 
@@ -182,13 +182,13 @@ Example:
 
         ---
 
-        ## Installation
+        # Installation
 
             pip install foo-bar
 
         ---
 
-        ## Quick start
+        # Quick start
 
             from foobar import Foo, BarEngine
 
@@ -199,7 +199,7 @@ Example:
 
         ---
 
-        ## Public API
+        # Public API
 
             Foo
             Bar
@@ -210,7 +210,7 @@ Example:
 
 ---
 
-### Module docstrings
+## Module docstrings
 
 - Module docstrings describe a subsystem.
 
@@ -246,7 +246,7 @@ Example:
 
 ---
 
-### Class docstrings
+## Class docstrings
 
 - Class docstrings define object responsibility, lifecycle, and attributes.
 
@@ -315,7 +315,7 @@ Example:
 
 ---
 
-### Function and method docstrings
+## Function and method docstrings
 
 - Function docstrings define API contracts.
 
@@ -397,16 +397,12 @@ Example:
 
 ---
 
-### Property docstrings
+## Property docstrings
 
 - Properties must document return values.
 
 Example:
-
-    class FooContainer:
-        '''
-        Container for Foo objects.
-        '''
+    Property Doc String:
 
         @property
         def foos(self) -> tuple[Foo, ...]:
@@ -425,13 +421,13 @@ Example:
 
 ---
 
-### Attribute documentation
+## Attribute documentation
 
 - Document attributes in class docstrings using Attributes:.
 
 Example:
+    Attribute Doc String:
 
-    class Bar:
         '''
         Represents a processing stage.
 
@@ -445,11 +441,12 @@ Example:
 
 ---
 
-### Notes subsection grouping
+## Notes subsection grouping
 
 - Group related information using labeled subsections.
 
 Example:
+    Notes Example:
 
         Notes:
             **Guarantees:**
@@ -467,10 +464,11 @@ Example:
 
 ---
 
-### Example formatting
+## Example formatting
 
 - Use indentation for examples.
 
+Example:
     Single example:
 
         Example:
@@ -494,7 +492,7 @@ Avoid fenced code blocks inside structured sections.
 
 ---
 
-### Separator rules
+## Separator rules
 
 Use horizontal separators only at docstring root level to separate sections:
 
@@ -510,7 +508,7 @@ Do not use separators inside code sections.
 
 ---
 
-### Parsing guarantees
+## Parsing guarantees
 
 GSDFC ensures doc-forge can deterministically extract:
 
@@ -530,11 +528,9 @@ This enables:
 
 ---
 
-## Notes
-
-doc-forge never executes analyzed modules.
-
-Documentation is generated entirely through static analysis.
+Notes:
+    - doc-forge never executes analyzed modules.
+    - Documentation is generated entirely through static analysis.
 """
 
 from .loaders import GriffeLoader, discover_module_paths