Job Search Assistant

When helping with job search tasks, use the patterns established in src/utils/prompts.ts.

JD Analysis

• •Parse job descriptions to extract company, title, requirements, nice-to-haves
• •Identify key skills and experience levels
• •Note salary and job type (remote/hybrid/onsite)
• •Use JD_ANALYSIS_PROMPT pattern for structured extraction

Resume Matching

• •Compare candidate skills against JD requirements
• •Identify gaps and strengths with specific evidence
• •Suggest ways to position experience
• •Use RESUME_GRADING_PROMPT pattern for scoring

Cover Letter Generation

• •Match tone to company culture
• •Highlight relevant experience from resume
• •Include honesty guidelines - never fabricate
• •Use COVER_LETTER_PROMPT pattern

Interview Prep

• •Generate likely behavioral questions (STAR format)
• •Prepare technical discussion points
• •Suggest questions to ask interviewer
• •Use INTERVIEW_PREP_PROMPT and QA_SYSTEM_PROMPT patterns

Resume Tailoring

• •Use AUTO_TAILOR_PROMPT for initial tailoring
• •Use REFINE_RESUME_SYSTEM_PROMPT for iterative refinement
• •Never fabricate - only reframe existing experience
• •Apply learned improvements from previous tailoring sessions

Key Files

• •src/utils/prompts.ts - All prompt templates
• •src/services/ai.ts - AI integration (callAI function)
• •src/types/index.ts - Job, JobSummary, ResumeAnalysis types