explore

Navigate and explain the MenGrowth codebase structure and data flow.

Updated Nov 15, 2025

Search Tags:#debugging #data flow #python #codebase #navigation #preprocessing

Ready to run

npx skills add https://github.com/MarioPasc/MenGrowth --skill explore-mariopasc

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: explore
Source: https://github.com/MarioPasc/MenGrowth/tree/main/.claude/skills/explore
Command: npx skills add https://github.com/MarioPasc/MenGrowth --skill explore-mariopasc

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you quickly understand and navigate complex codebases, making it easier to find specific implementations, trace data flow, and identify areas for modification.

Core Features & Use Cases

Codebase Navigation: Provides a detailed map of directories and files.
Feature Location: Helps find where specific functionalities are implemented.
Data Flow Tracing: Assists in understanding how data moves through different phases and steps.
Debugging Assistance: Aids in identifying the source of rejections or preprocessing failures.
Extension Guidance: Points out where new functionality can be added.

Quick Start

Use the explore skill to find where the patient ID normalization logic is implemented.

Frequently Asked Questions about explore

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

FAQPage Schema

How do I navigate a Python codebase to find where specific functionality is implemented?▼

To navigate a Python codebase, this Skill uses a detailed module map to pinpoint exact implementation locations for specific functionalities. It provides directory and file structure context to help you quickly locate relevant code sections for efficient code comprehension.

What is the best way to trace data flow through preprocessing pipelines?▼

Tracing data flow through preprocessing pipelines is handled by explaining how data moves through different phases and steps. This Skill maps the curation operations to help you understand the transformation sequence and identify exactly where data changes occur.

Why does my preprocessing pipeline keep rejecting records and how can I debug it?▼

Debugging preprocessing rejections requires identifying the source of the failure within the pipeline. This Skill aids debugging by tracing the rejection logic back through the data flow, helping you locate the specific phase or step causing the issue.

Can I use this to find feature extension points in a codebase?▼

Yes, you can use this to find feature extension points in a codebase. It provides extension guidance by pointing out exactly where new functionality can be added to the existing architecture without disrupting the current data flow.

Does this work for understanding curation and preprocessing logic specifically?▼

Yes, this works for understanding curation and preprocessing logic by explaining the structure and functionality of the codebase pipelines. It addresses queries about phase and step operations to clarify how the curation processes are implemented.