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Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Jobhunter | Your entire recruiting lifecycle — from discovery to signed offer.
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Your AI recruiting team — a researcher, a writer, and a coach working your job search end-to-end.
Jobhunter lets you:
- Search across job boards → matching roles from Indeed, LinkedIn, Glassdoor
- Tailor your application → fit score, resume, cover letter, outreach
- Prep for any interview → company brief, question bank, mock practice
- Evaluate and negotiate offers → comp breakdown, market comparison, scripts
Three AI agents with thirteen skills cross coordinating your entire recruiting lifecycle — from discovery to signed offer.
Built to work with Claude Agent Teams
Get Started
Install
git clone https://github.com/palashjain95/jobhunter.git
cd jobhunter
claudeTip: Add these to your~/.zshrc(or~/.bashrc): ```bash # Enable multi-agent teams (https://docs.anthropic.com/en/docs/claude-code/agent-teams) export CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1
>
# Quick launch from anywhere alias jobhunter="cd ~/jobhunter && claude" `` Then just type jobhunter` from anywhere to launch your recruiting team.Personalize (5 minutes)
/personalizeDrop your resume, answer a few questions about your background and goals, and the team learns who you are. This creates your knowledge base — profile, STAR stories, writing style, negotiation preferences. Everything stays on your machine.
Quick mode takes 5 minutes. Full mode takes 20 and captures more nuance. You can update any section anytime.
Your Team
Three agents. Each owns a lane.
+--------------------------+ +--------------------------+ +--------------------------+
| THE RESEARCHER | | THE WRITER | | THE COACH |
|--------------------------| |--------------------------| |--------------------------|
| | | | | |
| /discover | | /write-application | | /interview-prep |
| Find matching roles | | Cover letter, outreach, | | Questions + STAR |
| | | | essays | | stories mapped |
| v | | | | | | |
| /fit-analysis | | v | | v |
| Score fit (0-100), | | /follow-up | | /mock-interview |
| optimize for ATS | | Nudge stalled apps, | | Practice with |
| | | | handle rejections | | real-time feedback |
| v | | | | | | |
| /company-research | | v | | v |
| Intel brief, recent | | /offer-analysis | | /interview-debrief |
| news, culture signals | | Comp vs market, | | Performance analysis |
| | | compare offers | | + thank-you email |
| | | | | | | |
| | | v | | v |
| | | /negotiate | | /coffee-chat |
| | | Counter-offer + | | Networking prep, |
| | | scripts | | elevator pitch |
| | | | | |
| | | All in YOUR voice | | Full interview |
| | | | | lifecycle |
+------------+-------------+ +------------+-------------+ +------------+-------------+
| | |
+-----------------------------+-----------------------------+
|
v
+------------------------+
| /pipeline-status |
| Track everything |
+------------------------+Interview Frameworks
The coach auto-loads the right framework based on your target:
COMPANIES CAREER PATHS
───────── ────────────
Amazon → Leadership Principles MBB → PEI + Case Interview
Google → Googliness PE → Deal Discussion + LBO
Meta → Product Execution Finance → Valuation + Modeling
Apple → Design Taste Marketplace → Uber/DoorDash Style
Microsoft → Growth Mindset Startups → Founder Mindset
Netflix → Keeper Test General → Behavioral FallbackAdd your own frameworks in .claude/resources/.
Just tell you recruitment need to the team
| You say | What happens |
|---|---|
| "Here's a job I'm interested in" | Scores your fit, tailors your resume, writes your cover letter, preps interview questions — one package |
| "Find me roles" | Searches Indeed, LinkedIn, Glassdoor, and company career pages for matches |
| "I have an interview at Google" | Company intel brief + likely questions with STAR stories + mock practice |
| "I just finished my interview" | Debriefs your performance honestly, drafts a personalized thank-you |
| "I got an offer — is it good?" | Comp breakdown vs market data, negotiation strategy with scripts |
| "What should I be doing?" | Pipeline dashboard showing every application, what's next, what's urgent |
Works Alone, Better Connected
Everything works out of the box. Connect your tools for an even better experience.
| What you do | Without connections | With connections |
|---|---|---|
| Find roles | Web search | Searches Indeed + LinkedIn + Glassdoor + ZipRecruiter simultaneously |
| Send thank-yous | Copy-paste the text | Creates a draft in Gmail/Outlook — you review before sending |
| Check interview schedule | You tell it | Auto-detects upcoming interviews from your calendar |
| Debrief after interview | You describe what happened | Auto-pulls the transcript and analyzes specific moments |
See CONNECTORS.md for setup.
Use It On the Go
Start a task on your laptop, check progress from your phone. Claude Code's Remote Control lets you connect any session to the Claude web or mobile app.
/remoteScan the QR code or open the URL on another device. Your full session — agents, knowledge base, MCP servers — stays running locally. You just get a window into it from anywhere.
Example: Paste a JD at your desk, kick off the full package, run /remote, walk to class. Check your phone — fit analysis is done, cover letter is ready, interview prep is building. Type "mock interview me" from your phone. The coach runs on your laptop, the conversation happens in your hand.
Your Data Stays Yours
- Your resume, stories, and preferences live in
knowledge/— local only, never uploaded - Materials created for each company live in
output/— local only - Your application tracker lives in
pipeline-data.md— local only - A safety hook prevents any agent from modifying your personal data during runs
The plugin ships the team's intelligence. Your personal content stays on your machine.
Requirements
- [Claude Code](https://docs.anthropic.com/en/docs/claude-code)
- For multi-agent coordination:
CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1(optional — every skill works without it) - All tool connections are optional
Examples
Your Team
<img src="assets/example.png" alt="Jobhunter team in action" width="800">
Pipeline Status
<img src="assets/pipeline-status.png" alt="Pipeline status dashboard" width="800">