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.
主要功能
01Automated Mermaid diagram generation for clear visualization of system flows
02Five-stage iterative analysis process covering structure, data, integration, and patterns
03Confidence rating system to distinguish between direct observations and inferences
0440,391 GitHub stars
05Rigorous code-path tracing to replace architectural guessing with factual analysis
06Mandatory evidence standards requiring file paths and line numbers for all claims
使用场景
01Performing an architectural audit to identify technical debt, design patterns, or dead code
02Onboarding to a large, unfamiliar codebase to understand core system flows and entry points
03Tracing a specific data transformation or state change across multiple services or modules