job search autopilot

Searching for jobs and tailoring applications is a grueling manual process. This skill automates the entire funnel from discovery to interview preparation, ensuring your CV is perfectly optimized for every role without sacrificing honesty. It manages job board scraping, match ranking, and PDF generation while maintaining a strict local audit log of every application sent. ## What it does - **Automated job discovery** scans LinkedIn, Indeed, Glassdoor, and niche boards using browser tools or public APIs. - **Match ranking** scores roles from 0 to 100 based on keyword density, salary requirements, and proximity to your target profile. - **Smart CV tailoring** generates job-specific CVs and cover letters in HTML or PDF, ensuring 1:1 alignment with job descriptions. - **Submission management** fills out application forms, handles screening questions from your stored profile, and logs confirmation screenshots. - **Interview preparation** researches company news, employee reviews, and culture to build a comprehensive prep dossier. ## How it works 1. **Initialize** the workspace using `jobpilot.py init` and import your master CV data to establish a source of truth. 2. **Search and Rank** by providing job titles or board URLs to populate a shortlist of high-probability matches. 3. **Tailor and Verify** each application through a guided honesty check that flags any claims not present in your master profile. 4. **Apply and Report** either manually with a final review or automatically within set daily limits, generating a full evidence report. ## Frameworks & tools Built for Python 3.8+ utilizing the standard library. Integrates with browser automation tools like Playwright or Claude in Chrome. Supports ATS platforms including Greenhouse, Lever, Ashby, SmartRecruiters, and Workable. ## Why this beats prompting it yourself Generic prompts often hallucinate experience or produce generic cover letters that fail ATS filters. This skill enforces a local database structure and strict honesty checks, ensuring every generated document is both technically optimized for recruiters and factually accurate to your history. ## Use cases - **Aggressive job hunting** by automating the discovery and ranking of 50+ roles across multiple platforms daily. - **Multilingual applications** by maintaining translated master CVs and generating tailored versions in different languages. - **Interview coaching** by generating custom prep dossiers including likely questions based on actual employee feedback. ## Known limitations Does not solve CAPTCHAs, create accounts, or complete technical assessments. LinkedIn and Indeed may restrict accounts if automatic sending is used excessively. Requires a browser-capable agent.