explore

Explore codebases to generate structured Obsidian reports on architecture and data flows.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/robinlllll/claude-code-skills --skill explore-robinlllll
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: explore
Source: https://github.com/robinlllll/claude-code-skills/tree/main/explore
Command: npx skills add https://github.com/robinlllll/claude-code-skills --skill explore-robinlllll

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Codebase exploration reduces the guesswork in starting a new project by producing a clear, structured overview of architecture, data flows, and key design decisions.

Core Features & Use Cases

  • Generate depth-labeled reports (shallow/standard/deep) to match your planning stage.
  • Focus analyses on architecture, data, API, workflow, dependencies, or newbie guidance.
  • Outputs are Obsidian-ready, stored by project under the default vault path, with options for split or single-file reports.

Quick Start

Run the explore skill on a project path to generate a structured Obsidian report at the default vault path.

Frequently Asked Questions about explore

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

FAQPage Schema
How do I generate codebase exploration reports for architecture and data flows?

Codebase exploration reports are generated by running an automated analysis on a project path, producing structured outputs that reveal architecture, data flows, and key design questions in Obsidian-ready format.

Can I focus codebase analysis on specific areas like API and workflow?

Yes, codebase analysis can be focused on specific areas including architecture, data, API, workflow, dependencies, or newbie guidance, tailoring the generated insights to match specific planning needs.

What is the best way to analyze an unfamiliar codebase for a new project?

The best way to analyze an unfamiliar codebase is using depth-labeled exploration reports at shallow, standard, or deep depths, which reduce guesswork by providing clear overviews of architecture and key design decisions.

Does the codebase exploration output integrate directly with Obsidian?

Yes, codebase exploration outputs are Obsidian-ready and stored by project under the default vault path, with options for split-mode reports or a single-file output path if configured.

How do I document codebase architecture for different planning stages?

You document codebase architecture for different planning stages by generating depth-labeled reports, selecting shallow, standard, or deep depths to match the required level of architectural and data flow detail.

What are the limitations of automated codebase exploration reports?

Automated codebase exploration reports focus on architecture, data flows, and key questions, outputting exclusively to Obsidian vaults, which requires having the specified default vault directory structure available.