JobCopilot 🚀

AI-powered job application assistant that generates tailored cover letters, answers recruiter questions, and analyzes skill matches using Claude AI.

Quick Start

Prerequisites

• Python 3.8+
• UV package manager
• Anthropic API key

Installation

1. Clone the repository:

   git clone git@github.com:chapagainmanoj/ai-job-apply-agent.git
   cd ai-job-apply-agent
   

2. Install dependencies with UV:

   uv sync
   

3. Setup environment variables:

   # Create .env file
   echo "ANTHROPIC_API_KEY=your_anthropic_api_key_here" > .env
   

Usage

Run the application:

uv run python main.py

The system will:

• ✅ Parse your resume
• ✅ Analyze job requirements
• ✅ Generate tailored cover letter
• ✅ Answer recruiter questions
• ✅ Provide skill match analysis

Configuration

Edit the sample data in main.py:

• Replace sample_resume with your resume text
• Replace sample_job_description with target job posting
• Update sample_questions with recruiter questions
• Feel free to contribute other ways to provide the information

Features

• 🎯 Smart Skill Matching - AI-powered skill analysis and gap identification
• 📝 Custom Cover Letters - Tailored to specific job requirements
• ❓ Recruiter Q&A - Intelligent answers to application questions
• 📊 Match Scoring - Quantified job fit analysis
• 🔄 LangGraph Workflow - Multi-step AI processing pipeline

Environment Variables

Variable	Description	Required
ANTHROPIC_API_KEY	Your Anthropic Claude API key	✅ Yes

API Key Setup

Get your API key from Anthropic Console and add it to your .env file.

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TODO & Roadmap 📋

• Web UI Interface - Build FastAPI/Streamlit web interface
• PDF Resume Upload - Support PDF resume parsing (PyPDF2/pdfplumber)
• Multiple Job Applications - Batch process multiple job postings
• Resume Optimization - AI-powered resume improvement suggestions
• ATS Score Analysis - Applicant Tracking System compatibility scoring
• Database Integration - SQLite/PostgreSQL for storing applications
• Resume Templates - Multiple professional resume templates
• Application History - Track and manage past applications
• LinkedIn and Other Job Board APIs - Auto-apply through API integration - LinkedIn, Indeed, Glassdoor, Wellfound

Built with: Claude AI • LangGraph • Python • UV