Constructing instructions that specify the desired format (e.g., "Generate a NumPy-style docstring for the following Python function").

This paper examines the evolution and implementation of automated docstring generation for Python functions, focusing on how Large Language Models (LLMs) have transformed documentation from a manual burden into an integrated part of the development lifecycle. The Role of Docstrings in Python

Modern automated pipelines typically follow a four-step process: