project-learner

Analyze a repository and generate interview-style questions with progress tracking.

Updated Apr 28, 2026
One-click install
npx skills add https://github.com/yao9906/visrag --skill project-learner-yao9906
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: project-learner
Source: https://github.com/yao9906/visrag/tree/main/.claude/skills/project-learner
Command: npx skills add https://github.com/yao9906/visrag --skill project-learner-yao9906

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you understand and master a software project through structured interview-style learning instead of passive reading. It turns unfamiliar codebases into an interactive study session with progress tracking and review guidance.

Core Features & Use Cases

It reads project docs and source structure, builds a mental model of the system, and generates focused questions across architecture, ingestion, retrieval, configuration, testing, and observability. It also conducts follow-up rounds, evaluates answer quality, recommends next topics, and persists learning history for future sessions. Use it when you want to prepare for a project interview, onboard onto a repository quickly, or systematically review a complex engineering system.

Quick Start

Ask this skill to help you learn the project through a guided interview and then answer the questions it generates.

Frequently Asked Questions about project-learner

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

FAQPage Schema
How do I prepare for an interview using an unfamiliar codebase?

Yes, you can onboard onto a complex codebase by analyzing its repository structure and documentation. The system turns source files into interactive study sessions with focused questions, answer evaluation, and progress tracking.

How does guided Q&A work for project learning?

Guided Q&A for project learning works by reading project docs and code structure to build a mental model of the system. It then generates domain-specific questions, evaluates your answers, and recommends next topics for study.

Can I use codebase analysis to track my learning progress?

You can track codebase learning progress by persisting your study history during interactive sessions. The system saves your evaluated answers and learning state to resume systematic reviews across future sessions.

Does project learning Q&A cover software architecture and testing?

Project learning Q&A covers software architecture, testing, configuration, retrieval, and observability. It reads repository documentation and source structure to generate focused questions across these specific engineering domains.

What is the best way to systematically review a complex engineering project?

The best way to systematically review a complex engineering project is through interactive interview-style learning. This approach replaces passive reading with structured Q&A, feedback, and progress tracking to master the codebase.