Can I use Architect Detective for refactoring?

Yes, it is ideal for refactoring as it helps you understand the ripple effects of changing a core abstraction by showing its full dependency context.

What is the main benefit of PageRank in code analysis?

PageRank identifies high-impact symbols that the rest of the codebase depends on most frequently, effectively highlighting the core architectural pillars of a project.

Which programming languages does it support?

It supports a wide range of languages including TypeScript, JavaScript, Python, Go, and Rust by utilizing the underlying claudemem indexing engine.

Why are grep and find forbidden in this skill?

This skill prioritizes structural AST analysis over text-based searching to provide deeper context, understand scopes, and map relationships that simple string matching would miss.

Architect Detective

Name: Architect Detective
Author: involvex

byinvolvex

0•

Developer Tools

Conducts deep architectural investigations using AST structural analysis and PageRank to map system boundaries and dependencies.

Architect Detective is a specialized skill designed for developers and software architects to perform deep-tissue analysis of complex codebases. By leveraging claudemem v0.3.0, it moves beyond simple text searches to perform AST structural analysis combined with PageRank algorithms. This allows users to instantly identify 'architectural pillars'—the core symbols and abstractions that ground the entire system. Whether you are auditing a legacy project, onboarding to a new repository, or planning a major refactor, this tool provides a clear map of design patterns, dependency flows, and technical debt through sophisticated dead-code detection.

Key Features

01Dead-code detection with PageRank-informed risk assessment

02Automated discovery of design patterns like MVC, DDD, and Clean Architecture

03Bi-directional dependency tracing (callers/callees) for any symbol

04AST-based structural analysis for precise code mapping

05PageRank importance scoring to identify core architectural pillars

060 GitHub stars

Use Cases

01Onboarding to an unfamiliar codebase by mapping its high-level architecture

02Auditing system boundaries and abstraction layers prior to refactoring

03Identifying and cleaning up unreachable code and unused utility functions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add involvex/involvex-claude-marketplace architect-detective

For use in Claude.ai and ChatGPT

Download Skill