Canon test-driven development (specify, encode, fulfill) for the host project's test framework. Clarify specifications, one failing test at a time, minimal code to green, approval gates, kitchen-cleaning refactor when needed. Use for TDD, specify-encode-fulfill, or red-green-refactor sessions.
