Wiki Researcher
Conducts deep-dive architectural analysis and code path tracing to explain how complex systems function with evidence-based certainty.
The Wiki Researcher skill transforms Claude into a high-precision systems analyst capable of dissecting large-scale codebases. Unlike surface-level summaries, this skill follows a rigorous five-iteration process to map architecture, data flow, and dependencies, ensuring every technical claim is backed by specific file paths and line numbers. It is designed to eliminate 'hallucinated' patterns by enforcing a non-negotiable evidence standard, making it ideal for onboarding into legacy systems, investigating complex bugs, or documenting architectural patterns with absolute technical accuracy.
Key Features
01Evidence-based code path tracing with mandatory file path and line number citations.
02Automated generation of dark-mode Mermaid diagrams for architectural visualization.
03Multi-pass research methodology covering architecture, data flow, integrations, and patterns.
04Zero-tolerance policy for shallow analysis or assumed design patterns.
0535,078 GitHub stars
06Confidence-rated findings to distinguish between verified code and structural inferences.
Use Cases
01Investigating end-to-end data flow and state management across disparate modules.
02Onboarding developers into complex, multi-layered software projects with high technical debt.
03Performing rigorous architectural audits and identifying coupled dependencies or dead code.