# Documentation Page Template

Use this template when adding or rewriting documentation pages to keep voice and structure consistent.

## Title

One line describing the practical value of this page.

## Why This Matters

State the real engineering decision this page helps with.

## When to Use

- Scenario 1
- Scenario 2
- Scenario 3

## When Not to Use

- Case where this method is not appropriate
- Known boundary condition

## Inputs and Assumptions

- Required inputs
- Optional inputs
- Assumptions and data contracts

## Output and Interpretation

- What this page or method produces
- How to read the result
- Common misinterpretations to avoid

## Minimal Example

```python
# small example here
```

## Limitations and Caveats

- Statistical caveat
- Implementation caveat
- Domain caveat

## Related Pages

- Link to concept page
- Link to guide
- Link to API reference