01Documentation workflows utilizing Markdown and the Diátaxis framework via mkdocs or Sphinx.
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03Standardized project bootstrapping via Copier templates for LinkML, Python code, and ontologies.
04Standardized CLI development using Typer or Click with idiomatic option conventions.
05Modern Python development stack integration using uv, ruff, and strict typing.
06Engineering guidelines for robust testing including TDD, doctests, and external API mocking with vcrpy.