01Integration with official copier templates for LinkML, code, and ontologies
02Documentation standards following the Diátaxis framework and mkdocs
03Automated testing guidelines including TDD, vcrpy for APIs, and doctests
04CLI design patterns using Typer/Click with idiomatic options and conventions
05Standardized Python development stack using uv, ruff, and mypy
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