haroon-sajid/resume-screening-app — reverse-engineered prompt

Build me a simple AI resume screening web app for recruiters. I want to upload a candidate resume as a PDF, add a job description as text or a txt file, then click a button to match them.

The app should read the resume, pull out the candidate’s key details, analyze the job description requirements, look for red flags like employment gaps, job hopping, missing skills, inconsistent experience, or education issues, then give a recruiter friendly final result. The final output should include each agent’s findings, a clear explanation, a recommendation, and a match score out of 100.

Please make it as a Streamlit app in Python using an LLM workflow with separate agents for resume analysis, job description analysis, red flag detection, and the final recruiter decision. Show a simple workflow diagram so the user can understand how the agents connect. Use Groq with Llama 3 if possible, and set up environment variables for the API key. Look up current docs online if needed.