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zhunikaixin297
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project-review

Guide chapter-based review of the Modular RAG MCP Server repository.

Updated Mar 9, 2026
Search Tags:#progress tracking#study guide#mcp server#question bank#project review#socratic tutoring#modular rag
One-click install
npx skills add https://github.com/zhunikaixin297/Enterprise-Modular-RAG-MCP --skill project-review-zhunikaixin297
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: project-review
Source: https://github.com/zhunikaixin297/Enterprise-Modular-RAG-MCP/tree/main/.github/skills/project-review
Command: npx skills add https://github.com/zhunikaixin297/Enterprise-Modular-RAG-MCP --skill project-review-zhunikaixin297

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill turns the Modular RAG MCP Server repository into a structured study experience, helping users review the project chapter by chapter instead of reading documentation passively.

Core Features & Use Cases

It leads users through a question bank with Socratic prompting, immediate feedback, reference answers, and code-aware explanations tied to the project’s architecture, ingestion pipeline, query pipeline, MCP server, observability, testing, and storage design. It also tracks progress across sessions, resumes from saved state, highlights weak chapters, and suggests whether to continue, review, or jump to a specific section. Use it when you want to prepare for interviews, refresh your understanding of the repository, or systematically learn how the project works end to end.

Quick Start

Say “开始复习” to open the project review tutor and continue from your last saved progress or begin from the first chapter.

Frequently Asked Questions about project-review

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

FAQPage Schema
How does Socratic tutoring help me review a complex project repository?▼

Project review tracks study progress by saving your session state across chapters, highlighting weak areas, and recommending whether to continue, review, or jump to a specific section when you resume your learning workflow.

Can I track my study progress across multiple sessions for a codebase?▼

Yes, project review tracks study progress by saving your session state across chapters, highlighting weak areas, and recommending whether to continue, review, or jump to a specific section when you resume your learning workflow.

How do I systematically learn the Modular RAG MCP Server ingestion and query pipelines?▼

Start learning by opening the project review tutor and continuing from your last saved progress or beginning from the first chapter covering the ingestion pipeline, query pipeline, and MCP tools.

What is the best way to prepare for interviews on RAG architecture and storage design?▼

Interview preparation involves using a chapter-based question bank with Socratic prompting and immediate feedback to systematically review RAG architecture, ingestion pipeline, query pipeline, and storage design end to end.

Do I need a curated question bank to start a project review session?▼

Yes, a curated question bank is required to drive the chapter-aware interaction logic, provide reference answers, and generate Socratic tutoring prompts needed for the systematic project review workflow.

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