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dev-explain

Trace function calls and data flow with code-grounded analysis.

36|6|Updated Mar 25, 2026
Search Tags:#documentation#engineering#investigate#software#read-only#explain#code-explanation
One-click install
npx skills add https://github.com/Nebulavenus/forge-gpu --skill dev-explain
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: dev-explain
Source: https://github.com/Nebulavenus/forge-gpu/tree/main/.claude/skills/dev-explain
Command: npx skills add https://github.com/Nebulavenus/forge-gpu --skill dev-explain

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides in-depth, code-grounded explanations for complex software topics, enabling precise understanding of mechanisms, data flows, and implementations without proposing changes or opinions.

Core Features & Use Cases

  • Deep technical explanations that trace function calls, data structures, file formats, and GPU/code paths.
  • Investigations that verify claims against source code and documentation.
  • Read-only analysis suitable for learning, debugging, and auditing codebases.

Quick Start

Provide a topic as an argument to /dev-explain to receive a detailed, code-grounded explanation.

Frequently Asked Questions about dev-explain

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

FAQPage Schema
How do I trace function calls and data flow through a complex software codebase?▼

To trace function calls and data flow, you need an in-depth, code-grounded explanation tool that performs read-only exploration. It verifies implementations against actual source code and reports precise file paths, line numbers, and data structures.

What is the best way to investigate software code paths and file formats without modifying the codebase?▼

Investigating software code paths safely requires a read-only analysis approach. It enforces strict read-only exploration, ensuring you can audit and understand complex mechanisms, GPU paths, and file formats without proposing changes or altering the codebase.

How do I verify if a specific technical claim about a system's implementation matches the actual source code?▼

Verify implementation claims against actual source code by conducting a code-grounded investigation. This process traces step-by-step mechanisms and data structures directly in the codebase, confirming whether the code supports the technical claim.

Can I use this to understand GPU code paths and complex data structures in my software?▼

Yes, you can understand GPU code paths and complex data structures through deep technical explanations. It traces these specific software paths and structures step-by-step, grounding all analysis directly in your actual source code.

Does the code explanation provide opinions or recommendations for refactoring the software?▼

No, the code explanation does not provide opinions or refactoring recommendations. It focuses exclusively on delivering in-depth, code-grounded analysis of mechanisms and data flows, enforcing a strictly read-only exploration of the codebase.

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