job-coach-and-scout

Search for jobs at a company OR parse a specific job posting. Extracts requirements, calculates fit scores, and tracks market skills.

Discover and rank companies in a target industry. Evaluates fit against your constraints and generates optimized job search queries.

Generate a voice-matched cover letter for a specific job. Analyzes your writing samples and creates a personalized letter that sounds like you.

Initialize your job search project. Imports your resume(s), creates the Resume Corpus, and sets up directory structure.

Modify an existing resume for a specific job posting. Requires a starting resume to modify, then enhances it with corpus content and interview-discovered experiences.

Run a system audit to verify core workflows are functioning correctly. Uses sample data to test the `init` -> `job-scan` -> `tailor-resume` pipeline.

Strategic review of your Resume Corpus against market data. Identifies high-demand skill gaps and strengthens your career story.

Research and tier industries by fit with your profile. Identifies where your skills are most valued and hiring trends are strongest.

Craft a compelling LinkedIn profile through adversarial review. Optimizes headline, About section, experience descriptions, and skills for recruiter search and engagement.

Capture your job search preferences through a conversational interview. Creates constraints.yaml with salary, location, role preferences, and dealbreakers.

Load Max, the veteran recruiter persona for resume advice, interview prep, and adversarial feedback. Use when discussing resumes, career positioning, or job search strategy.

Load Scout, the market intelligence analyst for job market research, company evaluation, and opportunity discovery. Use when researching industries, companies, or job postings.