~ cd /tools/risk-scanner
Detect ghost jobs & scam postings before you apply.
ShieldWorxx analyzes job descriptions for common red flags, impossible requirements, and patterns typical of data-harvesting operations. Paste a URL to get started.
# ./docs/how-it-works.md
01_EXTRACT
Parse Listing
We fetch the job URL, strip away the noise, and extract the core requirements, company info, and poster details.
02_ANALYZE
AI & Rule Check
Our hybrid engine cross-references the text against known scam patterns, impossible tech stacks, and vague equity promises.
03_REPORT
Risk Assessment
Get a detailed breakdown of red flags, severity scores, and actionable advice on whether you should proceed.