HT

Hunter

AI-powered job search assistant

Python In Development

Overview

Hunter is an AI-powered job search assistant that analyzes job descriptions, generates customized resumes and cover letters, and provides intelligent match scoring using local AI. The core pipeline runs on your computer, with Claude used only for optional resume excerpts.

With Hunter, you can apply to 10 jobs in the time it used to take for 1. It automatically creates tailored documents, tracks your applications, and helps you focus on the jobs where you have the best chance of success.

Journey

▼

Job seekers set up local AI environment and analyze their first job with intelligent matching.

1

Install Hunter & Ollama

Set up application with local AI for complete privacy

2

Upload Your Resume

Add baseline resume to establish your skills and experience

3

Paste Job Description

Add job posting from any job board or company website

4

Run Local AI Analysis

AI calculates compatibility score and analyzes requirements

5

Review Match Score (0-100%)

View detailed compatibility breakdown with this position

6

Generate Tailored Documents

AI creates customized resume and cover letter for this role

7

Track in Dashboard

Add application to tracking system with status monitoring

Active job seekers analyze multiple positions, compare matches, and manage application pipeline efficiently.

1

Open Visual Dashboard

View all tracked applications with match scores and statuses

2

Add Multiple Job Postings

Paste job descriptions from various sources simultaneously

3

Run Batch AI Analysis

Process several positions to compare match percentages

4

Review Technology Skills Breakdown

View visual breakdown of matched, partial, and missing skills

5

Generate Custom Documents

Create tailored resumes and cover letters for top matches

6

Extract Hiring Team Info

Identify hiring managers and recruiters for networking outreach

7

Update Application Status

Track pipeline progress from submitted to interview to offer

Power users maximize local AI for deep analysis, document optimization, and strategic job targeting.

1

Bulk Job Analysis

Process multiple postings simultaneously for efficient comparison

2

Deep Skills Gap Analysis

Get detailed technology stack breakdown with match percentages

3

Qualification Assessment

Review AI-generated qualification analyses for each role

4

Optimize Custom Resumes

Fine-tune AI-generated resumes for specific job requirements

5

Focus on Best Matches

Prioritize applications with highest success probability

6

Privacy-First Processing

Leverage local AI for complete data privacy and security

7

Apply 10x Faster

Apply to 10 jobs in the time it used to take for 1

Key Features

Smart Job Matching

AI analyzes job descriptions and calculates your match score (0-100%), shown side by side with a rule-based score so you can see where they agree

Automatic Document Generation

Creates customized cover letters, tailored resumes, and qualification analyses

Application Tracking Dashboard

Visual dashboard with status tracking and match scores for all applications

Technology Skills Matching

Visual breakdown showing matched, partial, and missing skills

Hiring Team Intelligence

Extracts hiring team info and LinkedIn connection data

Application Briefing Packs

Turn any application into a shareable briefing: email it from the summary page, send a revocable magic link, or export a static HTML brief that can be published as a public page

Sharper AI Output

Each application gets its own focus file, and saved resume excerpts keep prompts short and consistent. Tailored suites open in collapsible sections, with cover letter presets for common situations

Correlation Analysis

A Tools view looks for patterns across your applications and can email the report to you

Offer Celebration

Marking a job as accepted plays a confetti overlay with the stats from your search

Local-First AI

Matching, analysis and document generation run locally with Ollama. Claude is used only to generate resume excerpts, on demand

Technology Stack

Python 3.11+
Flask
Ollama (Local AI)
Claude API
YAML/Markdown

Learn More

View the complete documentation for technical details, API structure, and implementation details.