scout

Map and analyze unfamiliar domains using repo search, tests, and docs.

Updated Jun 21, 2026

Search Tags:#architectural analysis #domain analysis #scout #interview preparation #library mapping

Ready to run

npx skills add https://github.com/dallenpyrah/pi --skill scout-dallenpyrah

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: scout
Source: https://github.com/dallenpyrah/pi/tree/main/skills/scout
Command: npx skills add https://github.com/dallenpyrah/pi --skill scout-dallenpyrah

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a structured approach to quickly understand and navigate unfamiliar domains, enabling informed decision-making and efficient communication during pre-/interview stages.

Core Features & Use Cases

Domain Mapping: Maps concrete elements like libraries, APIs, or patterns using various search and analysis tools.
One-Screen Brief: Produces a concise, one-screen brief with code snippets and ASCII diagrams (when needed).
Use Case: When faced with a new library or service, use the scout skill to gain a quick understanding before diving into a detailed interview or architectural discussion.

Quick Start

To scout a new library, use the command: /scout library name.

Frequently Asked Questions about scout

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

FAQPage Schema

How do I analyze an unfamiliar codebase for an architectural interview?▼

To analyze an unfamiliar codebase for an architectural interview, you can map concrete elements like libraries and APIs using integrated repo search, tests, and official docs to uncover constraints and inform architecture decisions.

What is the best way to map domain constraints from node_modules and tests?▼

Mapping domain constraints from node_modules and tests is best achieved by integrating these sources with repo search and official docs, allowing you to uncover hidden dependencies and architectural patterns efficiently.

Can I generate a quick architecture brief with code snippets for a new library?▼

Yes, you can generate a quick architecture brief for a new library that includes relevant code snippets and ASCII diagrams, providing a concise, one-screen overview to guide pre-interview preparation and architectural discussions.

How does domain mapping work when preparing for a technical interview?▼

Domain mapping for technical interview preparation works by searching repositories, analyzing tests and node_modules, and consulting official docs to produce a structured brief that highlights constraints and informs architecture decisions.

Does this approach integrate official docs and repo search for library analysis?▼

Yes, this approach integrates official docs and repo search alongside tests and node_modules analysis to map unfamiliar domains, ensuring comprehensive library analysis and informed architectural decision-making.