resume-writer

Generate tailored four-part resume project experience with quantifiable bullets.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill turns the Modular RAG MCP Server project into polished resume project experience, helping you explain complex technical work in a way that sounds credible, specific, and interview-ready.

Core Features & Use Cases

  • Tailored project framing: Converts project architecture, highlights, and user background into a role-aligned story.
  • Four-part resume structure: Produces background, goal, process, and result sections with clear technical logic.
  • Quantified impact writing: Suggests realistic metrics and strong outcome language when exact numbers are unavailable.
  • Bilingual output: Supports both Chinese and English resume content for broader job applications.
  • Use case: Use it when you need to rewrite a technical project into concise bullets for a RAG engineer, backend engineer, MLE, LLM application engineer, agent engineer, or full-stack AI role.

Quick Start

Provide your target role, business background, technical focus, and special requirements, and I will draft a four-part resume project description with metrics and interview-ready wording.

Frequently Asked Questions about resume-writer

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

FAQPage Schema
How do I write resume bullets for a RAG or LLM application engineering role?

To write resume bullets for a RAG or LLM application engineering role, provide your target role, business background, and project details to generate a four-part background-goal-process-result structure with quantifiable impact and role-specific keywords.

Can I generate bilingual Chinese and English resume project descriptions?

Yes, you can generate bilingual Chinese and English resume project descriptions by specifying your language requirements, producing role-aligned technical storytelling with interview-ready framing for both markets.

What is the best way to quantify project experience on a resume when I don't have exact metrics?

The best way to quantify project experience without exact metrics is to use suggested realistic measurements and strong outcome language, framing technical highlights like RAG architecture improvements into credible, result-driven bullets.

How to structure a full-stack AI or backend engineer resume project section?

Structure a full-stack AI or backend engineer resume project section using a four-part background-goal-process-result format, combining technical highlights with your specific role and business context to create clear technical logic.

Does this resume writing approach work for agent or MLE technical storytelling?

Yes, this resume writing approach works for agent and MLE technical storytelling by tailoring project architecture highlights and user background into an interview-ready, role-aligned narrative with quantified impact.

What information do I need to prepare for technical resume project writing?

For technical resume project writing, you need to prepare your target role, business background, technical focus, and special requirements to accurately convert project details into concise, interview-ready bullets.