Resume Analyzer

Intermediate

ai frontend database vision

Download resume-analyzer.habit

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Resume Analyzer

AI-powered resume analysis tool that evaluates ATS compatibility, provides job match scores, generates improved summaries, and prepares interview questions.

Transform your job application process with an AI-powered resume analyzer that goes beyond basic keyword matching. This full-stack application demonstrates building a complete mobile-ready app using Habits, from AI workflows to a polished frontend UI.

What It Does

• ATS Scoring: Evaluates your resume against Applicant Tracking System standards
• Job Match Analysis: Compares your skills and experience to target job requirements
• Improved Summary: AI-generates a better professional summary based on your experience
• Interview Prep: Generates likely interview questions based on your resume and target role
• Cover Letter Generation: Creates customized cover letters for specific job applications
• History Tracking: Stores all analyses locally for future reference

Why This Example

This showcase demonstrates:

• Multi-habit workflows, Multiple habits working together (analyze, generate cover letter, list, get)
• Vision AI integration, Uses OpenAI Vision to extract text from resume images
• Local database, SQLite for storing analyses without external dependencies
• Mobile-first UI, Responsive design ready for packaging as mobile/desktop app
• Complete app packaging, Can be exported as standalone binary, desktop app, or mobile app

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Run Your .habit File

Run on Mobile

• [ ] Download the Cortex App from store or the downloads page
• [ ] Open the Cortex App on your device
• [ ] Tap "Open Habit" or "+" button
• [ ] Select your .habit file from your device storage
• [ ] The habit will be loaded and ready to run

Run on Desktop

• [ ] Download the Cortex App for your platform from the downloads page
• [ ] Install and open the Cortex App
• [ ] Click "Open Habit" or drag & drop your .habit file
• [ ] The habit will be loaded and ready to run
• [ ] Optional: Place a .env file in the same directory as your .habit file to override environment variables

Run on Server

Run your .habit file as a server using the Cortex CLI:

# Install and run in one command
npx @ha-bits/cortex --config ./your-app.habit

• [ ] Make sure Node.js 20+ is installed
• [ ] Run the command above with your .habit file path
• [ ] Server will start on the specified port (default: 3000)
• [ ] Access the app at http://localhost:3000
• [ ] Optional: Place a .env file next to your .habit file - it will automatically override any embedded environment variables

Run Serverless

For serverless or containerized deployments, we recommend using Docker:

# Using Docker (recommended for serverless)
docker run -p 3000:3000 -v $(pwd)/your-app.habit:/app/habit.habit \
  node:20-alpine npx @ha-bits/cortex --config /app/habit.habit --host 0.0.0.0

Or create a Dockerfile:

FROM node:20-alpine
WORKDIR /app
COPY your-app.habit ./
COPY .env ./ # Optional: include environment variables
RUN npm install -g @ha-bits/cortex
EXPOSE 3000
CMD ["cortex", "--config", "./your-app.habit", "--host", "0.0.0.0"]

• [ ] Create a Dockerfile or use the Docker run command above
• [ ] Deploy to your preferred cloud provider (AWS, GCP, Azure, etc.)
• [ ] Configure environment variables via your cloud provider's secrets management
• [ ] Set up health checks at /habits/base/api endpoint

Workflow Visualization

Requirements

• OpenAI API key (for GPT-4o and Vision API)

Quick Start

Run using the Habits CLI wrapper, recommended if you develop local Habits

# First, download the example files
npx habits@latest cortex --config ./resume-analyzer/stack.yaml

Download resume-analyzer.habit

Get in touch

Want this habit running in your environment?

This habit is a starting point. Tell us about your stack and we'll help you get it working exactly the way your team needs.

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