Chozzc/Lujie-Careerkit

What it solves

LuJie CareerKit is a comprehensive workspace designed to streamline the job search process for students and professionals. It eliminates the friction of managing multiple resume versions, tailoring materials for specific job descriptions (JDs), and tracking applications, while providing AI-driven tools for interview preparation and mock practice.

How it works

The project integrates a structured resume editor and application tracker with an AI-powered backend (via OpenAI-compatible providers). It allows users to maintain a library of resumes and JDs, then uses AI to analyze and optimize resumes based on specific role requirements. It also generates tailored cover letters, interview preparation guides, and conducts mock interviews with AI-driven feedback.

Who it’s for

Job seekers, including those looking for internships or campus recruiting, who want a centralized system to organize their career materials and use AI to improve their application quality.

Highlights

• AI-Driven Resume Optimization: Diagnoses resume structure and allows users to selectively accept AI-suggested improvements to create tailored versions without altering the original.
• JD Matching: Analyzes job descriptions to reorder emphasis and improve wording to better align a resume with a specific role.
• Interview Assistant: Generates structured preparation guides (including capability profiles and targeted questions) and conducts interactive mock interviews with AI reviews.
• Application Tracking: A centralized board to track companies, roles, stages, and follow-up dates.
• Agentic Workflows: Includes an experimental in-app agent for natural language interaction and packaged "Agent Skills" that can be used in external coding agents like Codex or Claude Code.
• Local Data Privacy: Stores all resumes, applications, and settings in a local SQLite database.