What problem does it solve?
This Skill helps teams understand and improve an existing application without guessing from outdated documentation or making unsafe changes prematurely.
Core Features & Use Cases
- Stack Detection: Inspect project files, manifests, configuration, CI, dependencies, and platform signals to identify the actual application technology and product type.
- Architecture Reconstruction: Document the as-built architecture, feature inventory, build configuration, persistence, navigation, dependency injection, backend, CI, and signing setup.
- Safe Remediation Planning: Classify audit findings as Safe for automated fixes or Risky changes that require a plan and human approval.
- Use Case: Point the Skill at an existing iOS, Android, backend, or cross-platform application to create accurate architecture and product documentation before beginning an audit or modernization effort.
Quick Start
Use the brownfield onboarding skill to inspect the existing application, document its actual architecture and features, and classify potential remediation work.