The AI Job Search repository structures a repeatable process: define a profile, scrape postings, rank matches, and draft applications with a reviewer pass. Its author documents a real-world search process and publishes the workflow for others to adapt.
The limitation is important: built-in job-board integrations target Denmark, not U.S. independent software contracts. The opportunity is to borrow its fit-scoring architecture for $2,500-plus API, AWS, and development projects while retaining the existing no-timesheet preference. Action: inspect the /scrape and /rank steps before making any changes.