Documentation Writer

Claude 3.5 Sonnet excels at understanding code structure and generating maintainable, well-commented code. Its strong benchmark scores in SWE-bench and HumanEval reflect real-world debugging and architecture capability that makes it the standout choice for developer tooling.

1. 1

   Structure your pipeline to process one module at a time and cache the module's code — then generate the README, API reference, and usage examples from the same cached context to avoid re-sending large code files.

2. 2

   Ask the model to generate runnable code examples for every public function — docs with copy-paste examples have dramatically higher adoption than prose-only descriptions.

3. 3

   Implement a 'doc freshness' check: on each commit, compare the function signature to the last-generated doc and flag functions whose signatures changed — trigger regeneration only for those, not the whole codebase.