ghost-job-detection

Scans 8 job boards, flags ghost postings via a 5-signal scorer, and ranks the rest by predicted reply probability via pgvector — not keyword overlap. Cover letters verified claim-by-claim against your profile before they ship. Grades its own predictions against real outcomes. Gets sharper with every application. 361 tests · 57 endpoints · 8 sources

Warranted-judgment compiler for JobzMall listings. Open-source job posting transparency: ghost job detection, job scam / fraud scoring, stale listing checks, and a Job Posting Nutrition Label. Compiles show, disclose, restrict, or drop — with a public proof. Does not rank jobs or people.

Browser extension that flags possible ghost job postings on LinkedIn and Workday, using layoff coverage, company reviews, repost detection, and posting clarity. The hosted early access is invite-only; self-hosting option also available.