A comprehensive end-to-end AI assistant designed to automate job searching, fit evaluation, and application material generation.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install job-hunter
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install job-hunter using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Job Hunter?
Job Hunter is a sophisticated technical module within the Openclaw Skills ecosystem designed to manage the entire employment search lifecycle. It acts as a digital career agent that bridges the gap between raw job listings and successful interviews by utilizing automated search scripts and data-driven candidate matching.
This skill enables professionals to maintain a persistent, high-quality search presence without the manual grind of browsing job boards. By integrating LinkedIn, Indeed, and Glassdoor data with a personalized profile, Job Hunter provides a level of market intelligence and application tailoring that significantly increases the chances of landing a target role.
Job Hunter Use Cases
- Automating the discovery of new job postings across multiple global platforms.
- Scoring job descriptions against a specific candidate profile to identify the best matches.
- Generating highly tailored cover letters that map skills to specific job requirements.
- Conducting deep-dive salary research and local market trend analysis.
- Preparing for technical and behavioral interviews with STAR-method story scripts.
How Job Hunter Works
- The skill starts by defining a candidate profile in profile.json, capturing skills, seniority, and preferences.
- Automated search strategies are executed using command-line scripts or web tools to aggregate data from major job boards.
- Each identified opportunity is processed through a fit analysis engine that calculates a percentage-based match score.
- Curated results are presented to the user through a daily brief, highlighting green-lit opportunities and specific skill gaps.
- Upon selection, the agent assists in the application phase by drafting custom documents and providing interview talking points.
Job Hunter Setup
To get started with this addition to your Openclaw Skills, follow these steps:
- Initialize your candidate profile:
cp ./references/profile-template.json ./profile.json
- Execute a search for your target role:
./scripts/search_jobs.sh "Senior Developer" --location "Berlin" --days 5
- Run the automated fit analysis script:
python3 ./scripts/analyze_fit.py --profile profile.json --jobs jobs.json --threshold 60
Job Hunter Data Schema & Taxonomy
The skill maintains a structured data hierarchy to track progress:
| File | Description |
|---|---|
| profile.json | Stores candidate skills, tools, salary expectations, and dealbreakers. |
| jobs.json | A database of found opportunities with metadata and source URLs. |
| tracker.md | A persistent log tracking application status from 'new' to 'offer'. |
| references/ | Directory containing templates for cover letters and interview prep guides. |
Job Hunter Advanced Features
- Multi-source keyword expansion to maximize search coverage across different industries.
- Automated daily briefing format providing high-level market intelligence and action items.
- Advanced salary negotiation support with regional financial factor adjustments.
- Persistent blacklisting of excluded companies and rejection tracking to optimize future suggestions.
- Integration of multi-agent workflows for simultaneous search and content generation.
SKILL.md
Loading
Related Openclaw Skills
Agent Audit
An automated diagnostic tool to audit AI agent performance, calculate token costs, and provide model optimization recommendations for Openclaw Skills users.
Web Design Guidelines
A specialized auditing tool that reviews frontend code against Vercel's Web Interface Guidelines for accessibility and UX excellence.
Vercel React Best Practices
A comprehensive performance optimization framework for React and Next.js based on Vercel Engineering guidelines.
Vercel Deploy
A specialized tool for deploying web applications and static sites to Vercel directly from an AI agent environment without requiring initial authentication.
ISS Tracker
A lightweight utility to fetch the real-time geographic coordinates of the International Space Station.
AI News Briefing
A professional AI news monitoring and briefing generator that orchestrates multiple Openclaw Skills to deliver high-quality industry intelligence in Chinese.
Featured*
