How is this better than using a standard grep search?

Unlike grep, which only finds literal text matches, this skill uses semantic search to understand the meaning behind your query, finding relevant code even if the terminology differs.

Can this skill help me understand project architecture?

Absolutely. It is specifically designed to analyze how different components interact, map out dependencies, and provide a high-level overview of the system structure.

What happens if claudemem is not installed?

The skill will attempt to fall back to standard grep and find tools, though it will warn you that the results will be significantly less accurate than semantic analysis.

Does this skill require the codebase to be indexed?

Yes, this skill requires claudemem to be indexed before use to provide semantic search capabilities. You can run 'claudemem index -y' to prepare your project.

Deep Code Analysis Detective

Name: Deep Code Analysis Detective
Author: tianzecn

bytianzecn

•

学习与文档

Conducts comprehensive codebase investigations to explain architecture, trace logic flows, and find specific implementations using semantic search.

The Deep Code Analysis skill transforms Claude into a codebase detective, enabling deep-dive investigations into complex repositories. By leveraging claudemem for indexed memory and semantic search, this skill moves beyond simple keyword matching to understand the architectural intent and logical flow of your code. It is designed to answer high-level questions about how features work, map out component dependencies, and trace data transformations across multiple files, making it an essential tool for onboarding to new projects, auditing architecture, or debugging intricate system behaviors.

主要功能

01Comprehensive reporting with file-specific citations and line numbers

02Pattern recognition for architectural standards and conventions

031 GitHub stars

04Automated architecture mapping and dependency graph generation

05Semantic codebase search using claudemem indexed memory

06Multi-file logic and data flow tracing

使用场景

01Tracing complex data flows to identify the source of a bug across multiple services

02Onboarding to an unfamiliar codebase to quickly understand high-level architecture

03Auditing a repository to find and document all implementations of specific patterns like API handlers

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tianzecn/myclaudecode deep-analysis

For use in Claude.ai and ChatGPT

Download Skill