interview-prep

Conduct structured mock technical interviews for the Modular RAG MCP Server project.

Updated Apr 15, 2026

Search Tags:#rag #mcp #mock interview #resume review #technical interview #evaluation report

Ready to run

npx skills add https://github.com/CvNoobLrx/rag-mcp-modular-agent --skill interview-prep-cvnooblrx

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: interview-prep
Source: https://github.com/CvNoobLrx/rag-mcp-modular-agent/tree/main/.github/skills/interview-prep
Command: npx skills add https://github.com/CvNoobLrx/rag-mcp-modular-agent --skill interview-prep-cvnooblrx

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you practice for technical interviews on the Modular RAG MCP Server project by acting as a realistic interviewer that can probe both architecture understanding and implementation details.

Core Features & Use Cases

Mock Interview Flow: Conducts up to three rounds of questioning across project overview, resume deep-dive, and technical depth.
Randomized Questioning: Uses a dice-driven selection process and question banks to reduce repetition across sessions.
Report Generation: Produces a persisted interview report with question logs, reference answers, scoring, and packaging feedback.
Use Case: Prepare for an RAG, LLM application, or backend AI interview by role-playing with an examiner who can challenge vague explanations and highlight weak spots.

Quick Start

Start the interview by pasting your resume or saying you want a mock interview about this project.

Frequently Asked Questions about interview-prep

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

FAQPage Schema

How do I practice for a RAG and MCP technical interview?▼

You can practice for a RAG and MCP technical interview by running a structured mock interview flow that covers project overview, resume deep-dive, and technical depth. It acts as a realistic examiner to challenge your architecture understanding and implementation knowledge.

Can I use my resume to start a mock technical interview?▼

Yes, you can start the mock technical interview by pasting your resume. The Skill validates your resume details through targeted questioning, probing your specific project experience and technical depth across RAG and MCP workflows.

What is included in the mock interview evaluation report?▼

The mock interview evaluation report includes complete question-answer logs, reference answers, scoring, and packaging feedback. It provides traceable evaluation notes to highlight weak spots and help you review your performance later.

Does the mock interview ask the same questions every time?▼

No, the mock interview uses a dice-driven randomized question selection process from question banks. This mechanism reduces repetition across sessions, ensuring a varied and realistic interview practice experience for RAG and backend AI workflows.

How many rounds of questioning does the technical interview cover?▼

The technical interview covers up to three rounds of questioning. These rounds systematically progress through a project overview, a resume deep-dive, and technical depth probing to comprehensively evaluate your project knowledge.

Do I need to provide project knowledge references before the interview?▼

Yes, project knowledge references are required. The Skill uses these references to conduct randomized question selection and generate an evaluation report with accurate reference answers and traceable scoring notes.