AI-Powered Job Application Framework Using Claude Code
An open-source framework that leverages Claude Code to automate job searching, CV tailoring, and interview preparation. It provides a structured pipeline to score job fits and draft application documents.
Impact: High
Why it matters
Automate the repetitive grunt work of job hunting while maintaining control over the final content.
TL;DR
- 01Automate job scraping and CV tailoring
- 02Use LaTeX for ATS-compliant documents
- 03Analyze skill gaps using current job postings
Core Workflow
The framework relies on Claude Code to coordinate local tools. Setup is performed via /setup, while jobs are managed through /scrape and /apply.
LaTeX Integration
By utilizing lualatex and xelatex, the framework generates professional, ATS-friendly documents. It includes a validation step to ensure your generated CV is fully parseable.
Career Intelligence
Use the /rank command to batch-score scraped jobs. The system performs a fit analysis across five dimensions, helping you prioritize applications that have a higher probability of success. The /interview command builds a prep pack using the specific job description and your past application history.
✓ When to use
- Active job hunting
- Building a data-driven career strategy
- Standardizing application material across multiple portals
What to do today
- Fork the repo and set up your documents folder
- Run /setup to ingest your profile and history
- Test ATS compatibility with the /apply workflow
Sources