Full pipeline: 84 jobs scored, 16 financially viable, Top 5 ranked by composite score
Why Job Hunter?
Most job search tools stop at scraping. Job Hunter goes further — it brings ATS-grade analysis to your side of the table: the same requirements matching, skill extraction, and experience parsing that recruiters use, now working for you.
- One command, 1,000+ jobs analysed — parallel scraping across 14 platforms, deduplication, JD enrichment, and 8-dimension AI scoring
- Real financial analysis — country-specific tax, NI/social contributions, and commute costs calculated so you see your actual take-home before applying
- Company intelligence — employer ratings, visa sponsor verification (140k+ UKVI register), and recruitment agency detection built in
- One command, full pipeline — 450 jobs scraped, enriched, scored, and exported in under 10 minutes
Quick Start
1. Install
/plugin marketplace add debytesio/claude-plugins
/plugin install job-hunter@debytes
2. Run
/job-hunter:find-jobs examples/job-expectations-example-gb.json
A sample resume and expectations file are included — try it out of the box. First run opens your browser to authenticate with DEB Cloud (free trial, no card required).
How It Works
Expectations JSON
|
v
+-----------+ +-----------+ +-----------+ +-----------+
| Scrape |-->| Dedup & |-->| Enrich |-->| Score |
| 14 boards | | Filter | | JDs | | 8 dims |
+-----------+ +-----------+ +-----------+ +-----------+
|
+----------------------------------------------+
v
+-----------+ +-----------+ +-----------------------+
| Company |-->| Financial |-->| Excel Report |
| Checks | | Analysis | | 5 sheets, 21 columns |
+-----------+ +-----------+ +-----------------------+
Parallel scraping across 6 workers with real-time progress and credit tracking
Key Capabilities
| Capability | Description |
|---|
| JD Enrichment | Fetches and parses full job descriptions — extracts requirements, tech stack, seniority signals, and years of experience |
| 8-Dimension Scoring | Role, skills, requirements, experience, seniority, salary, location, visa — AI-scored per job |
| ATS-Grade Matching | Requirements coverage, tech stack overlap, and experience fit — the same analysis recruiters run on your CV |
| Financial Viability | Tax + NI + commute = real take-home per job, per country. Know before you apply. |
| Company Checks | Employer ratings, UKVI visa sponsor status, and agency detection — in one step |
| Smart Dedup | Cross-platform deduplication so the same job from 3 boards appears once |
| Session Persistence | Checkpoints at every step — resume interrupted searches automatically |
| Multi-Country | UK (GBP, PAYE/NI) and France (EUR, impot/cotisations) — more countries planned |
Output
A polished Excel workbook with 5 sheets:
