Pinloop

Pinloop is an open-source command-line tool (CLI) powered by Claude Code that automatically reads job descriptions and screens application opportunities.

The project author used Claude to read approximately 10,000 job descriptions against their resume and preferences, filtered out 190 recommended positions to apply for, and ultimately received 2 offers.

The database behind Pinloop adds more than 10 million job listings per month, with data sources covering more than 50 applicant tracking systems and platforms including LinkedIn.

Pinloop's workflow includes scheduled nightly fetching of newly posted jobs, comparing them one by one against the user's resume profile, providing a judgment and reasoning on whether each is worth applying to, and generating a morning digest.

Pinloop itself is free to use, while the paid version costs $20 per month, with the difference being access to a larger volume of job data.

Users can install and set up Pinloop by running npm install -g pinloop in a coding agent and then running pinloop welcome.

The Pinloop project is still in an early stage, and the author plans to add automatic application form filling and submission functionality.

The outcome of 2 offers comes from a single user's personal experience, and the conversion rate is influenced by variables such as resume competitiveness and industry supply and demand, making it difficult to generalize as a universally applicable conclusion.