job-application-assistant

Provide the job posting URL or text and the skill scores the fit, then writes a tailored LaTeX moderncv CV with a customized profile statement, reordered skills, and reweighted experience bullets. It compiles with lualatex and verifies the PDF text layer for ATS parseability.

Postings are scored 0-100 on technical skills, experience, behavioral fit, and career alignment, weighted 30/25/15/30, with location as pass/fail. Eligibility and language gates run first as hard stops, and scores map to verdicts from Strong Fit (75+) to Poor Fit (<30).

CVs use the moderncv package with banking style and compile with lualatex; cover letters use a custom cover.cls with Lato/Raleway fonts and compile with xelatex. Both go through a mandatory compile-and-inspect loop checking exact page counts.

A 403 is treated as bot filtering, not unavailability. The skill checks robots.txt first, then retries with curl using browser headers, then falls back to web search for the employer's own careers page before declaring the posting unavailable.

Yes, every company-specific claim must be independently verified by fetching pages from the company's own domain before inclusion. Search-result snippets count as leads only, and unverifiable claims are rephrased or dropped.