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project-exploration

Map codebase structure, entry points, and data flow with file references.

Updated Mar 28, 2026
Search Tags:#documentation#onboarding#codebase#mapping#data-flow#entry-points
One-click install
npx skills add https://github.com/skaile-ai/ai-assets --skill project-exploration-skaile-ai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: project-exploration
Source: https://github.com/skaile-ai/ai-assets/tree/main/forge-project/agent/skills/project-exploration
Command: npx skills add https://github.com/skaile-ai/ai-assets --skill project-exploration-skaile-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Understand unfamiliar codebases quickly by mapping structure, identifying entry points, tracing data flow, and locating where features are implemented.

Core Features & Use Cases

  • Map top-level project structure and configuration files to form a searchable atlas.
  • Identify entry points, executables, libraries, and main modules across languages.
  • Trace data flow from inputs to outputs to locate where a feature is implemented.
  • Use Case: When asked how a component works, or where a function is defined, generate a guided explanation with file references.

Quick Start

Ask it to generate a concise map of a codebase and point to the main entry points and feature implementations.

Frequently Asked Questions about project-exploration

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

FAQPage Schema
How do I map an unfamiliar codebase structure?▼

To map an unfamiliar codebase structure, generate a searchable atlas that documents top-level configuration files, entry points, and main modules. This provides a concise, deterministic reference featuring exact file paths and line references for quick navigation.

How do I find where a feature is implemented in a codebase?▼

To find where a feature is implemented, trace data flow from inputs to outputs across modules. This identifies the exact file paths and line references where the target functionality is defined.

What is the best way to locate entry points in an unfamiliar project?▼

The best way to locate entry points is to identify executables, libraries, and main modules across the project. This process isolates the primary initialization files to help you understand how the system boots up.

Can I trace data flow through a system to understand how a component works?▼

Yes, you can trace data flow through a system to understand how a component works by tracking inputs to outputs. This generates a guided explanation complete with specific file references for the targeted component.

Does this codebase exploration approach work across different programming languages?▼

Yes, this codebase exploration approach works across different programming languages by identifying entry points and main modules universally. It generates a standardized project map regardless of the underlying language syntax.

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