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The Plan Marshall Python Plugin is a specialized domain extension designed to streamline Python development workflows within Claude Code. It orchestrates complex build tasks—including type checking with mypy, linting with ruff, and testing with pytest—by leveraging the pyprojectx wrapper. The skill features intelligent module discovery from pyproject.toml and an adaptive timeout system that learns from previous runs to optimize execution cycles. By parsing raw console output into structured, actionable feedback, it allows Claude to identify and resolve build failures more efficiently while maintaining strict quality standards across the development lifecycle.