| name | advanced-type-discovery |
| description | Implement efficient type discovery and inspection systems |
| risk | medium |
| source | workspace |
| date_added | 2026-03-21 |
| usage | Type scanning, plugin systems, dynamic loading |
| avoid | Slow discovery, missed types, memory overhead |
| mandates | Optimize scanning, cache results, manage memory |
| response | Implement discovery, cache types, test performance |
Advanced Type Discovery
Implement efficient type discovery and inspection systems
Risk Level
MEDIUM
Core Rules
- Optimize scanning
- cache results
- Test thoroughly before deploying
Response Pattern
When Using This Skill
- Implement discovery
- Validate the implementation
- Test edge cases and error conditions
- Ensure performance meets requirements
Usage Contexts
- Type scanning
- plugin systems
What NOT to Do
- Slow discovery
- missed types
- Deploy without testing
Key Requirements
- Understand the use cases before application
- Follow the documented response pattern
- Validate results in the target environment
- Monitor for performance impact
Further Learning
Review related skills and documentation for deeper understanding of related systems and best practices.