Design PROSE-compliant AI-native code in Markdown. Use when (1) Writing prompts, instructions, or agent definitions (2) Designing multi-primitive AI systems from requirements (3) Decomposing mega-prompts into composable primitives (4) Auditing prompts/instructions for reliability issues. PROSE = Progressive Disclosure, Reduced Scope, Orchestrated Composition, Scoped Boundaries, Explicit Hierarchy