lightweight-implementation-analysis-protocol by NTCoding
This skill should be used when fixing bugs, implementing features, debugging issues, or making code changes. Ensures understanding of code flow before implementation by: (1) Tracing execution path with specific file:line references, (2) Creating lightweight text diagrams showing class.method() flows, (3) Verifying understanding with user. Prevents wasted effort from assumptions or guessing. Triggers when users request: bug fixes, feature implementations, refactoring, TDD cycles, debugging, code analysis.
Content & Writing
118 Stars
12 Forks
Updated Jan 19, 2026, 12:15 AM
Why Use This
This skill provides specialized capabilities for NTCoding's codebase.
Use Cases
Developing new features in the NTCoding repository
Refactoring existing code to follow NTCoding standards
Understanding and working with NTCoding's codebase structure