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Conductor Workflow Patterns provides a structured framework for AI-driven development, enforcing a disciplined TDD lifecycle from initial task selection to final phase checkpoints. It streamlines the Red-Green-Refactor cycle, manages git commits with rich metadata using git notes, and ensures code integrity through strict quality gates such as 80% test coverage and style compliance. This skill is essential for teams using Claude Code who require a high-integrity codebase with clear audit trails and automated progress tracking via plan.md files.