What problem does it solve?
Manually mapping a repository's structure, public APIs, and project governance rules is time-consuming and prone to oversight, leading to AI-generated code that violates project standards or misses security-sensitive areas.
Core Features & Use Cases
- Read-Only Repository Mapping: Automatically survey codebase structure, public API surfaces, and complexity hotspots without modifying files.
- Governance Rule Extraction: Scan standard project files (CONTRIBUTING.md, project-instructions.md, etc.) to pull mandatory (MUST) and recommended (SHOULD) constraints for AI compliance.
- Use Case: When initializing an AI coding swarm for a new project, use this skill to quickly build a complete context map of the codebase and all project rules, ensuring all generated code adheres to team standards from the first iteration.
Quick Start
Use the discover skill to map the current repository's structure, extract all project governance rules, and flag security-sensitive modules for the AI coding swarm.