Job-Hunter

CareerForge CV Generator Skill

This skill helps users set up and use CareerForge CLI for automated job search and CV generation.

Overview

CareerForge is an AI-powered CV generator that uses Google's Gemini 2.5 Pro with a Writer+Judge pattern to create tailored, ATS-optimized CVs.

Step 0: Download CareerForge CLI

Before using this skill, download the CLI wrapper from GitHub: cd /root/.openclaw/workspace git clone https://github.com/alon-mini/CareerForge-cli.git careerforge-cli cd careerforge-cli npm install Repository: https://github.com/alon-mini/CareerForge-cli

Step 1: Check/Create Master Resume

• Check if user has a master resume at CV_Master/master_resume.md.
• If no master resume exists:
• Ask the user a series of questions to create one:
• Basic Info:
• Full name
• Title/headline
• Contact info (email, phone, LinkedIn, portfolio)
• Professional Summary:
• 2-3 sentences describing their professional identity
• Key differentiators
• Career focus
• Core Competencies:
• Top 5-8 skills (technical and soft skills)
• Professional Experience:
• For each role: Company, title, dates, location
• 3-4 bullet points per role highlighting achievements
• Ask for 2-4 most relevant roles
• Education:
• Degrees, institutions, dates, relevant coursework/thesis
• Languages:
• Languages and proficiency levels
• Master Resume Format:
• Save as markdown following this structure:
• # [Name]
• ## Contact
• Email:
• Phone:
• LinkedIn:
• Portfolio:
• ## Summary
• [2-3 sentences]
• ## Core Competencies
• Skill 1
• Skill 2
• ...
• ## Professional Experience
• ### [Company] | [Title]
• *[Dates]*
• Bullet 1
• Bullet 2
• ...
• ## Education
• ### [Degree]
• *Institution | Dates*
• ## Languages
• Language (Proficiency)

Step 2: Configure Job Search Filters

Ask user for filtering preferences: Location: (e.g., "Tel Aviv, Israel") Job Title Keywords: (e.g., "AI, data analyst, product manager") Experience Level: (default: 2-4 years) Remote/In-person/Hybrid: (default: in-person only) Exclude Keywords: (e.g., "senior, lead, sales") Companies to Exclude: (reposting companies)

Step 3: Configure Schedule

Ask user for cron schedule: Hours: (default: 8-18 Israel time) Days: (default: Sunday-Thursday) Timezone: (default: Asia/Jerusalem)

Step 4: Configure LLM Model

Ask user for API key: Default: Google Gemini API key Alternative: Allow user to specify different model

Job Search Execution

The cron job runs hourly and: Searches for jobs matching filters Sends job listings to user's Telegram group (separate messages) Each message includes: Title, Company, Location, URL, and instructions

CV Generation

When user replies to a job message with "CV": Extract job details from the message Run CareerForge CLI to generate tailored CV Send CV PDF back to user

File Structure

workspace/ ├── CV_Master/ │ └── master_resume.md # User's master resume ├── careerforge-cli/ # CLI wrapper (from GitHub) │ ├── generate_cv_from_json.js │ ├── package.json │ └── README.md ├── cvs/ # Generated CVs output ├── job_search.py # Job search script └── careerforge_config.json # User's filter settings

Setup

# Download CareerForge CLI from GitHub git clone https://github.com/alon-mini/CareerForge-cli.git careerforge-cli # Initialize CareerForge cd careerforge-cli && npm install # Create master resume ./scripts/create_master_resume.sh

Daily Use

# Run job search manually python3 job_search.py # Generate CV for specific job node careerforge-cli/generate_cv_from_json.js job.json

References

Master Resume Template Job Search Configuration CareerForge CLI Usage