JobPipe

Run your job hunt like a pipeline.

A job search app for people playing more than one game at once.

Try it: myjobpipe.vercel.app

Most job tools assume one person, one CV, one target. Real searches aren't like that: you might go after Sales Development leadership, GTM Strategy and Account Executive roles in the same month, each pitched differently. JobPipe gives every one of those a track with its own CV angle and outreach voice, scores every job against all of them, and tells you which game is actually getting replies.

It runs on your laptop. Your CV, jobs and LinkedIn connections stay in a data/ folder on your machine.

What it does

• Finds jobs from Dreamwork's public index, per track, or from any link or pasted description.
• Scores fit per track, with a reason and the gaps, so a misleading title doesn't waste your evening.
• Reads your CV from a PDF or Word upload, links included, into a master CV.
• Tailors your CV and cover letter for each job in your own CV design, reordering and trimming your master CV. A fact check flags any number that isn't in your master CV.
• Finds who you know there from your LinkedIn connections, picks the one or two best people to ask, and drafts a personal referral note for each. You press Send yourself: nothing is automated on LinkedIn, so your account stays safe.
• Tracks everything: applications on a board, referral asks with nudges after five days, and reply rates per track on the home screen.
• Moves jobs along from Gmail with a small script in your own Google account, and emails you a morning summary: replies from companies, strong fits, who to follow up with.
• Learns from your results: shows which roles and fit scores actually get replies, and feeds those results back into scoring.
• Writes like you: paste a few things you wrote yourself, and cover letters and messages copy your style.

Run it

You need Node.js 22 or newer, and either a Claude subscription with Claude Code installed, or an Anthropic API key.

git clone https://github.com/connectwithvandy/job-hunt
cd job-hunt
npm install
npm run dev

Open http://127.0.0.1:3000 and follow the three setup steps on the home screen.

AI. With Claude Code installed and signed in, the app uses your subscription. To use an API key instead, create .env.local with ANTHROPIC_API_KEY=.... The model defaults to Claude Opus 5.5; set JOBHUNT_MODEL to change it.

Your data. Everything lives in data/ (ignored by git in this repo). Back it up by making data/ its own private git repo, then run npm run backup whenever you like. To keep it somewhere else, set JOBHUNT_DATA_DIR.

Your CV design. src/components/ResumeDoc.tsx and the .resume styles in src/app/globals.css draw the CV. Change them to match your own design.

Credits

Ideas borrowed from career-ops (the fact check), job-ops (a score with a reason) and ai-job-search. No code was copied.