Doc Example Formatting

Format code blocks in markdown so they render correctly and can be extracted for testing. See docs/architecture/documentation-formatting.md for full guidelines.

When to Use

• Writing new documentation with code examples
• Editing existing doc examples
• Adding snippets to README, guides, or API docs

Code Block Formatting

Prefer unindented fences

Place the opening fence at the start of the line (no leading spaces):

```python
from talkpipe.pipe import io
pipeline = io.echo(data="hello") | io.Print()
result = pipeline.as_function(single_out=False)()

**Why**: Unindented blocks are easier for extractors to parse. Indented fences (e.g. inside lists) are supported but unindented is preferred.

### Language tag

Always include the language: ` ```python ` for Python, ` ```chatterlang ` or ` ``` ` for ChatterLang. Enables syntax highlighting and lets extractors identify example types.

## Example Intent

Make it clear whether an example is:

- **Standalone runnable**: Complete code users can copy and run. Include all imports, sources, and output.
- **Explanatory fragment**: Partial code illustrating a concept. Add context like "Part of the pipeline above..." or a comment.

## Skip Extraction

Add `# skip-extract` as the first line of a block to exclude it from the doc examples runner:

```python
# skip-extract
from setuptools import setup
setup(name="myproject", ...)

Use skip-extract when:

• Block invokes distutils/setuptools or requires a package layout
• Block uses relative imports that fail when run in isolation
• Block is an illustrative fragment, not runnable
• Block requires external services (LLM, DB) and is covered elsewhere

Good vs Bad

Good (standalone, unindented):

```python
from talkpipe.pipe import io
pipeline = io.echo(data="hello") | io.Print()
pipeline.as_function(single_out=False)()
```

Bad (no language tag):

```
code here
```

Bad (nested backticks inside block): Avoid triple backticks within the code content; they can break extraction.

Avoid

• Nested triple backticks inside a code block (can break extraction)
• Code blocks without a language tag when the content is code
• Mixing Python and ChatterLang in the same block without clear separation

Validation

After editing docs, run the doc examples to verify they execute:

pytest tests/test_doc_examples.py -v

Or use the run-documentation-examples skill. Skip LLM examples when Ollama unavailable: pytest tests/test_doc_examples.py -m "not requires_ollama" -v