Wiki Researcher
Conducts deep codebase analysis by tracing execution paths and mapping complex system architectures with evidence-based rigor.
Wiki Researcher transforms Claude into an expert systems analyst designed to deconstruct complex software architectures. Unlike standard AI summaries, this skill mandates a depth-before-breadth approach, requiring the agent to trace actual code paths and cite specific file locations for every claim. It follows a rigorous five-iteration process—covering structure, data flow, integrations, patterns, and synthesis—to ensure that architectural insights are grounded in reality rather than inference. It is the ideal tool for onboarding to massive repositories, debugging cross-module data flows, or conducting technical debt audits.