adrianwix

Apply clean-code heuristics when reviewing or writing code. Use when: spotting duplicate branches, fixing API contracts that push work onto callers, simplifying conditionals, or identifying structural smells that make code hard to extend.

Write and review Python documentation using Sphinx/rST style docstrings for mkdocstrings. Use when writing docstrings, documenting classes, methods, or reviewing documentation for proper formatting.

Write and revise documentation (Markdown, prose sections) so that the text reads naturally and avoids patterns commonly flagged as AI-generated. Use when creating or editing .md files, case study pages, README sections, or any prose-heavy documentation.