GSD to AutoForge Spec Converter

Converts .planning/codebase/*.md (GSD mapping output) to .autoforge/prompts/app_spec.txt (AutoForge format).

When to Use

• After running /gsd:map-codebase on an existing project
• When onboarding an existing codebase to AutoForge
• User wants AutoForge to continue development on existing code

Prerequisites

The project must have .planning/codebase/ with these files:

• STACK.md - Technology stack (required)
• ARCHITECTURE.md - Code architecture (required)
• STRUCTURE.md - Directory layout (required)
• CONVENTIONS.md - Code conventions (optional)
• INTEGRATIONS.md - External services (optional)