agentic-job-hunt

An opinionated job search pipeline that runs inside Claude Code.

It scans job boards for free, triages the results by reading titles, evaluates the survivors against your actual background, writes tailored CVs and cover letters, tracks every application, and tells you whether your scoring predicts anything.

Forked from career-ops and rebuilt across roughly 350 applications and 270 evaluations.

What is different here

The one that matters most is outcomes. A tracker status collapses "rejected after the CV screen" and "rejected after four rounds" into the same symbol. Recording them separately is what lets analyze-scoring.mjs tell you whether a score you assigned before applying predicted anything at all. On the search this was built from, the answer was mostly no, and finding that out changed the strategy more than any feature did.

How it works

Scanning and triage never call a model, so the expensive step only ever runs on roles that survived two free filters.

Setup

You need Node 18+ and Claude Code. Go 1.21+ is optional, for the dashboard.

Then open the folder in Claude Code and say set me up. The agent will walk you through it. If you would rather do it by hand, read docs/SETUP.md.

Three files decide how well this works:

• **cv.md** is the source of truth for everything generated. Nothing is ever

invented that is not in here.

• **config/profile.yml** holds targets, location tiers and compensation