knowns.research

Search codebases to identify existing patterns and implementations.

Updated Jan 5, 2026
One-click install
npx skills add https://github.com/tung68nt/tulie_lab --skill knowns-research
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: knowns.research
Source: https://github.com/tung68nt/tulie_lab/tree/main/.claude/skills/knowns.research
Command: npx skills add https://github.com/tung68nt/tulie_lab --skill knowns-research

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you understand existing code, identify patterns, and explore the codebase before implementing new features or making changes, ensuring consistency and leveraging existing solutions.

Core Features & Use Cases

  • Codebase Exploration: Navigate and understand the structure and conventions of a project.
  • Pattern Identification: Discover how similar features or functionalities have been implemented previously.
  • Documentation & Task Search: Efficiently find relevant documentation and past tasks to learn from.
  • Use Case: Before adding a new authentication flow, use this skill to search for existing authentication patterns, identify reusable components, and understand the established error handling mechanisms in the codebase.

Quick Start

Use the knowns.research skill to understand how user profiles are currently managed in the codebase.

Frequently Asked Questions about knowns.research

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I identify existing patterns before implementing new codebase features?

To identify existing patterns before implementing new features, you can research completed tasks, documentation, and source code. This discovers established conventions and historical solutions to ensure your new code maintains consistency.

Why should I explore a codebase before starting a refactoring task?

You should explore a codebase before refactoring to understand existing implementations and API designs. Codebase exploration reveals current utilities and conventions, allowing you to make informed decisions and leverage established solutions rather than duplicating logic.

What is the best way to find reusable components during code research?

The best way to find reusable components during code research is by performing targeted searches across documentation and source code. This pattern discovery process highlights how similar functionalities are built, helping you locate and reuse established utilities effectively.

How do I search past tasks to understand how a specific feature was built?

You search past tasks to understand feature implementation by querying historical project records and documentation. This reveals previous development patterns and error handling mechanisms, providing context for your current software engineering tasks.

Can I use code research to improve developer productivity for large projects?

Yes, you can use code research to improve developer productivity by quickly navigating project structures and finding relevant documentation. Understanding existing code before coding reduces trial and error, accelerating development and ensuring code consistency.

When do I need to analyze API designs during codebase exploration?

You need to analyze API designs during codebase exploration when adding new flows or modifying existing interfaces. Understanding established API patterns ensures your changes align with current conventions and maintain consistent integration across the project.