Three commands turn a PDF resume into structured data and evaluation reports. All from your terminal.
hyre analyze
Detect layout, columns, section order
hyre extract
Extract structured data in JSON Resume format
hyre evaluate
Score across 4 categories with evidence
┌────────────────────────────────────────────┐
│ Layout Analysis │
│ Layout: Two Column │
│ Method: Column boundary detection │
│ Confidence: high │
└────────────────────────────────────────────┘
Section Order
├─ Header
├─ Summary
├─ Experience
├─ Education
├─ Skills
└─ Projects
╭───────────────────────────────────╮
│ Jane Doe │
│ jane@example.com │
│ github.com/janedoe │
╰───────────────────────────────────╯
Work Experience (3)
├─ Sr Engineer @ Acme 2021-03 – present
│ └─ Led team, built microservices
├─ Software Eng @ Beta 2018-06 – 2021-02
│ └─ Built REST APIs, cut latency 40%
└─ Junior Dev @ Gamma 2016-01 – 2018-05
└─ Maintained legacy systems
Category Scores
┌──────────┬───────┬────────────────┬──────────────┐
│ Category │ Score │ Bar │ Evidence │
├──────────┼───────┼────────────────┼──────────────┤
│ Open Src │ 18/35 │ █████░░░░░ 51% │ 2 minor PRs │
│ Projects │ 24/30 │ ████████░░ 80% │ Portfolio │
│ Productn │ 15/25 │ █████░░░░░ 60% │ 3 yrs exp │
│ Tech Ski │ 8/10 │ ██████████ 80% │ Broad stack │
├──────────┼───────┼────────────────┼──────────────┤
│ Total │ 65/100│ Bonus: +5 -2 │ Final 68/120 │
└──────────┴───────┴────────────────┴──────────────┘
PDFParser converts each page to clean Markdown. The Hyre orchestrator sends it to an LLM with Jinja2 prompts. Results render as tables, trees, panels, and color-coded score bars.