An automated tool that orchestrates job searches and generates tailored, ATS-optimized CVs using AI.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install careerforge-cli-skill
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 careerforge-cli-skill 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 CareerForge CV Generator?
CareerForge CV Generator is a sophisticated AI-driven solution designed to streamline the job application process within the ecosystem of Openclaw Skills. By leveraging the Gemini 2.5 Pro model and a Writer+Judge architecture, it transforms a static master resume into dynamic, job-specific documents that are optimized for Applicant Tracking Systems (ATS).
This skill integrates directly with the CareerForge CLI to provide a seamless bridge between finding relevant opportunities and submitting high-quality applications. It ensures that developers and professionals can maintain a high volume of quality applications without the manual overhead typically associated with tailoring resumes for every job posting.
CareerForge CV Generator Use Cases
- Automating the discovery of new job postings based on specific keywords, locations, and experience levels.
- Generating tailored CVs instantly when a relevant job opportunity is identified via automated alerts.
- Maintaining a centralized, version-controlled master resume in Markdown format for easy updates.
- Setting up recurring job search tasks via cron schedules to ensure you never miss a new listing.
How CareerForge CV Generator Works
- The skill begins by verifying or helping the user create a master resume in Markdown, serving as the source of truth for all professional experience.
- Users configure job search parameters, including location, keywords, and exclusion criteria in the config file.
- A dedicated job search script runs on a schedule, scanning for listings that match the user's specific filters.
- When a target job is selected, the skill invokes the CareerForge CLI to analyze the job description against the master resume.
- The AI model generates an ATS-optimized CV, emphasizing the most relevant qualifications for that specific role.
CareerForge CV Generator Setup
To integrate this capability into your Openclaw Skills workspace, follow these installation steps:
# Navigate to your workspace and clone the CLI
cd /root/.openclaw/workspace
git clone https://github.com/alon-mini/CareerForge-cli.git careerforge-cli
# Install dependencies
cd careerforge-cli
npm install
# Initialize your master resume
./scripts/create_master_resume.sh
Ensure you have a Google Gemini API key available to power the generation engine.
CareerForge CV Generator Data Schema & Taxonomy
The skill organizes data within the workspace using a clear directory structure and metadata taxonomy:
| File/Folder | Purpose |
|---|---|
CV_Master/master_resume.md |
The primary Markdown file containing the user's full professional history. |
careerforge_config.json |
JSON configuration for search filters, schedules, and API settings. |
cvs/ |
Output directory where all job-specific tailored CVs are stored. |
job_search.py |
Python script responsible for executing the job search logic. |
careerforge-cli/ |
The core Node.js environment that executes the AI generation patterns. |
CareerForge CV Generator Advanced Features
- Multi-agent Writer+Judge pattern using Gemini 2.5 Pro for high-quality, hallucination-free resume content.
- Telegram integration support for receiving real-time job notifications and triggering CV generation with a simple chat reply.
- Advanced exclusion logic to automatically filter out recruiter reposts or specific companies to keep searches clean.
- Cron-based scheduling that respects specific timezones and working hours for automated search execution within Openclaw Skills.
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