Octo Hire Finder - Dangerous Media
Case Study

Job Hunter

AI-powered job application automation — CLI tool and Electron dashboard for scanning roles, generating custom resumes and cover letters, and tracking your entire pipeline.

ProductJob Hunter
CategoryAI & Career Tech
StackNode.js, Supabase, Electron
PlatformCLI + Desktop Dashboard

The Problem

Job searching in 2026 is a full-time job in itself. You find a role, tailor your resume, write a cover letter, submit the application, log it somewhere, and repeat — dozens of times. Every application demands a custom resume that speaks directly to the job description, yet most candidates send the same generic PDF to every listing. The result: low response rates, wasted effort, and zero visibility into where you stand.

Job Hunter was built to automate the entire pipeline — from discovery to document generation to application tracking — so candidates can focus on preparing for interviews instead of drowning in spreadsheets.

What We Built

CLI Engine

A Node.js command-line tool that serves as the core automation engine. Run scan to discover roles, generate to produce tailored resumes and cover letters, track to manage your application pipeline, and pipeline to run the full workflow end-to-end. Ships with 24 pre-researched target roles out of the box.

AI Document Generation

For every job, Job Hunter analyzes the job description and generates a custom resume and cover letter using AI. The system understands role tier classification (T1/T2/T3), variant selection logic, and resume customization rules to produce documents that pass ATS filters and speak directly to what hiring managers are looking for.

Electron Dashboard

A desktop dashboard providing a visual interface for the full application pipeline. View all tracked roles, filter by company/status/tier, see generated documents, and update application statuses (applied, interviewing, rejected, offer) from a clean, dark-themed interface.

Claude Code Integration

Job Hunter integrates directly with Claude Code via a CLAUDE.md configuration file. Ask Claude to “search LinkedIn for Senior PM AI roles in NYC and generate custom resumes” or “show my application dashboard and suggest which roles to apply to next” — and it understands the full system: profile data, variant logic, customization rules, and follow-up cadence.

Node.js Electron Supabase DOCX Generation Claude Code AI Resume Tailoring ATS Optimization Pipeline Automation

Key Commands

  • import-preset — Load 24 pre-researched target roles
  • scan –stdin — Import jobs from piped JSON
  • generate <job_id> — Generate custom resume + cover letter for a specific role
  • generate –all — Batch generate for all jobs without documents
  • track — View application dashboard with status tracking
  • pipeline — Run the full discovery-to-application workflow

Results

24+Roles Pre-Loaded
100%Custom Per Application
CLI + GUIDual Interface
AI-NativeClaude Code Integrated

Job Hunter eliminates the manual grind of job applications. Every resume is tailored to the specific job description, every cover letter speaks to the hiring manager’s priorities, and the entire pipeline — from discovery to tracking — lives in a single system. The Claude Code integration means power users can manage their entire job search through natural language conversation.

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From brand identity to full-stack product launches — we turn vision into reality.

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