deepsearch

Name: deepsearch
Availability: InStock
Author: justinedevs

Maps codebase structures by combining keyword searches with dependency analysis and pattern recognition.

2|Updated May 3, 2026

Search Tags:#refactoring #codebase #analysis #search #navigation #dependency

Ready to run

npx skills add https://github.com/JustineDevs/roblox-ai-os --skill deepsearch-justinedevs

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: deepsearch
Source: https://github.com/JustineDevs/roblox-ai-os/tree/main/skills/deepsearch
Command: npx skills add https://github.com/JustineDevs/roblox-ai-os --skill deepsearch-justinedevs

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the challenge of navigating large, complex codebases by providing a structured, multi-layered search strategy that goes beyond simple keyword matching to uncover functional relationships and implementation patterns.

Core Features & Use Cases

Contextual Mapping: Identifies not just where a term exists, but how it is imported, exported, and consumed across the project.
Pattern Synthesis: Automatically categorizes findings into primary implementations, dependencies, and usage patterns to provide a holistic view of the code.
Use Case: When refactoring a core utility, use this Skill to map every component that relies on it, ensuring you understand the full impact of your changes before you start coding.

Quick Start

Use the deepsearch skill to perform a thorough investigation of the codebase for all references and implementations related to the player inventory system.

Frequently Asked Questions about deepsearch

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

FAQPage Schema

How do I map cross-file dependencies before refactoring a core utility?▼

To map cross-file dependencies before refactoring, you need a codebase analysis strategy that combines exact pattern matching with dependency graph traversal. This identifies how components are imported, exported, and consumed across the project.

What is the best way to search for functional implementations in a large codebase?▼

The best way to search for functional implementations is using a multi-layered search strategy that goes beyond simple keyword matching. It synthesizes findings into primary implementations, dependencies, and usage patterns to provide a holistic architectural view.

Can I identify all usage patterns of a specific module across complex software projects?▼

Yes, you can identify module usage patterns across complex software projects by executing a deep-dive search. This retrieves architectural insights by targeting how specific terms are consumed and categorizing them into functional usage categories.

Does codebase navigation work without understanding the dependency graph?▼

Codebase navigation in complex projects requires understanding the dependency graph. Without mapping cross-file relationships and dependency traversal, simple keyword matching fails to uncover the functional relationships needed for accurate retrieval.

Why does simple keyword search fail to find architectural insights in complex codebases?▼

Simple keyword search fails to find architectural insights because it lacks dependency graph traversal and pattern synthesis. It misses cross-file relationships and cannot categorize findings into primary implementations and usage patterns.