AI-powered CV generator for job applications. Sets up automated job search with CareerForge CLI, manages master resume creation, configures filtering criteria (location, keywords, remote/in-person, schedule), and generates tailored CVs on demand. Use when user wants to automate job search, create/update a master resume, configure job filters, or generate CVs for specific job postings.
This skill helps users set up and use CareerForge CLI for automated job search and CV generation.
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.
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
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:
Professional Summary:
Core Competencies:
Professional Experience:
Education:
Languages:
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)
Ask user for filtering preferences:
Ask user for cron schedule:
Ask user for API key:
The cron job runs hourly and:
When user replies to a job message with "CV":
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
# 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
# Run job search manually
python3 job_search.py
# Generate CV for specific job
node careerforge-cli/generate_cv_from_json.js job.json