Job Application Optimizer helps an agent tailor job application materials and prepare for interviews through AI-powered optimization. It analyzes job descriptions to extract required skills, keywords, and culture signals, then scores candidates against requirements to find gaps. Use it when users need to customize resumes, generate cover letters, analyze job descriptions, or prepare role-specific interview questions.