Generate Tailored CVs and Cover Letters

Creates ATS-parseable PDF CVs and multi-step cover letters customized per JD by injecting keywords from the job posting into your real experience, reordering achievements by relevance, and building narrative that speaks directly to the role. Recruiters see proof of fit on first glance instead of generic boilerplate.

Run /career-ops pdf or /career-ops cover. 1. CV: read cv.md, extract 15-20 JD keywords, detect archetype/location (letter vs A4), rewrite summary with exit narrative and keyword injection, reorder experience bullets by JD relevance, select top 3-4 projects, build competency grid. 2. Generate HTML template with Space Grotesk headings + DM Sans body, apply recruiter-side heuristics (six-second clarity gate), render to PDF via Playwright. 3. Cover letter (multi-step): load evaluation draft or start fresh, run company research (3 WebSearch queries), extract 8-10 keywords, detect gaps (domain, start date, language), ask four prompts (why/problems/approach/tone), select 4-5 achievements from cv.md, draft in chat, wait for approval, then render PDF. Output: PDF files in output/, saved to tracker.

CV generation uses Playwright to render HTML to PDF; Chromium must be installed. Paper format auto-detects from JD location (US/Canada = letter, rest of world = A4). Cover letter requires multi-turn interaction (keywords, gaps, four prompts); all steps must complete before PDF generation. No defaults override the gate. Keyword injection uses ethical reformulation only (never fabricates); checks cv.md and article-digest.md as sources of truth.