Bootstrap or refresh the resume-builder project. Creates project structure, writes plugin docs for the AI. Run first after installing the plugin, or after plugin updates. Use when: 'setup', 'bootstrap', 'refresh plugin docs', 'sync plugin', 'update…
Generate PDF, DOCX, HTML, and Markdown from resume.yaml. Use when: 'generate resume', 'build resume', 'create pdf', 'create docx', 'update html', 'rebuild outputs'.
End-to-end application pipeline: research, match, qualify, tailor, score, review, cover letter, verify. Use when: 'apply to job', 'full application', 'e2e application', 'run the full pipeline', 'apply to this role'.
Generate a tailored cover letter for a job description. Use when: 'write cover letter', 'cover letter', 'application letter', 'write a letter for this job'.
Import an existing resume into resume-builder format. Scans for existing resume files, interviews the user, then writes resume.yaml. Use when: 'import resume', 'migrate resume', 'convert resume'.
Analyze project artifacts and propose verified resume updates. Use when: 'ingest project', 'add project to resume', 'update resume with', 'I finished a project', or user provides source code/GitHub/blog/demo links.
Match resume against a job description, analyze gaps, and report fit. Use when: 'match resume', 'how do I match', 'gap analysis', 'am I qualified', 'job fit'.
Assess how much a company needs you — flip the match lens. Use when: 'qualify opportunity', 'should I apply', 'is this worth my time', 'how much do they need me', 'qualify this company'.