How does the Research skill explore the codebase?

It performs systematic searches for relevant files, reads key implementation details, and identifies the relationships and dependencies between different components to build a comprehensive map of the logic.

What kind of output can I expect?

The skill generates a structured report that includes relevant file paths, discovered types, interfaces, and identified patterns specific to your research topic.

Which AI model does this skill use?

The Research skill is optimized to use the Claude 3 Haiku model, providing a balance of high-speed exploration and intelligent pattern recognition.

How does this help prevent coding conflicts?

By gathering context and understanding existing dependencies, the Research skill ensures that subsequent coding tasks are informed by the current architecture, reducing the risk of redundant or conflicting changes.

Can I target specific areas of my project?

Yes, you can provide specific arguments or topics to the skill to narrow the research scope to a particular module, library, or feature set.

Codebase Research

Name: Codebase Research
Author: andrehrferreira

byandrehrferreira

0•

学習とドキュメンテーション

Explores your codebase to identify patterns, dependencies, and architectural context for any specific topic or component.

The Research skill empowers Claude to act as an expert investigator within your repository, systematically mapping out how specific features or concepts are implemented. By leveraging the Haiku model for speed and efficiency, it navigates complex file structures, identifies key types and interfaces, and surfaces critical relationships between components. This is particularly useful when onboarding to a new project, performing impact analysis for a refactor, or debugging cross-module issues where deep context is required but manual exploration is time-consuming.

主な機能

01High-speed exploration using the Claude Haiku model

02Deep context gathering for specific modules or features

03Structured reporting of file paths and coding conventions

04Automated pattern and type discovery across files

050 GitHub stars

06Architectural relationship and dependency mapping

ユースケース

01Investigating the implementation details of a specific feature across multiple layers

02Onboarding to an unfamiliar codebase to quickly understand core architecture

03Identifying all dependencies and affected files before starting a major refactor

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add andrehrferreira/claude-net research

For use in Claude.ai and ChatGPT

主な機能

01High-speed exploration using the Claude Haiku model

02Deep context gathering for specific modules or features

03Structured reporting of file paths and coding conventions

04Automated pattern and type discovery across files

050 GitHub stars

06Architectural relationship and dependency mapping

ユースケース

01Investigating the implementation details of a specific feature across multiple layers

02Onboarding to an unfamiliar codebase to quickly understand core architecture

03Identifying all dependencies and affected files before starting a major refactor

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add andrehrferreira/claude-net research

For use in Claude.ai and ChatGPT