A comprehensive career management tool for generating tailored CVs, scraping job listings, and tracking the entire application lifecycle.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install work-application
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 work-application 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 Work Application Skill?
The Work Application skill is a professional-grade automation engine designed for job seekers and career-focused developers within the Openclaw Skills ecosystem. It enables users to maintain a comprehensive master profile and dynamically generate job-specific resumes using four print-ready HTML templates. By leveraging Openclaw Skills, users can bridge the gap between profile management and active job hunting, ensuring every application is tailored for maximum impact.
Beyond document generation, this skill provides sophisticated scraping capabilities for major job platforms, keyword-based scoring to identify the best matches, and a centralized tracking system. It prioritizes security and data sovereignty, offering local storage by default with optional integration for cloud-based workflows. Whether you are looking for freelance missions or permanent roles, this skill streamlines the high-friction parts of the job search process.
Work Application Skill Use Cases
- Generating ATS-optimized HTML resumes from a master career profile.
- Scraping job offers from French platforms including WTTJ, HelloWork, and Apec.
- Tailoring CV content to match specific job descriptions for higher conversion rates.
- Automating the tracking of job applications from initial contact to offer negotiation.
- Generating deep-dive analysis reports on job URLs to evaluate salary and skill fit.
How Work Application Skill Works
- Initialize the master profile by consolidating all professional experiences, skills, and education into the structured JSON schema.
- Configure permissions in the config file to enable specific capabilities like scraping or write access within the Openclaw Skills environment.
- Execute the scraper to find relevant listings or provide a direct job URL for the agent to analyze.
- Adapt the master profile for a chosen role, selecting the most relevant skills and rewriting the summary to fit the job requirements.
- Render the professional CV into an HTML format using a selected template and log the application in the tracking table.
Work Application Skill Setup
To get started with this component of Openclaw Skills, follow these installation steps:
# Navigate to the skill directory and run the interactive setup
python3 scripts/setup.py
# Validate your configuration and profile structure
python3 scripts/init.py
# If scraping is required, ensure Playwright is installed
pip install playwright && playwright install chromium
Work Application Skill Data Schema & Taxonomy
The skill organizes its data within the standard storage path of Openclaw Skills to ensure portability and clarity.
| Path | Purpose |
|---|---|
profile-master.json |
The source-of-truth containing all career data and history. |
profile.json |
The temporary adapted profile used for the current job application. |
candidatures.md |
A log of all applications using a standardized status icon system. |
jobs/ |
Contains raw scraped data and ranked lists of potential opportunities. |
reports/ |
Multi-dimensional analysis reports in Markdown and JSON formats. |
Work Application Skill Advanced Features
- Nextcloud integration for secure remote storage of resumes and tracking logs via dedicated Openclaw Skills modules.
- Capability isolation model that gates network access and file writing for maximum security.
- Multi-template HTML rendering engine with support for classic, modern, and creative layouts.
- Built-in validation guardrails to ensure profile data meets formatting and quality standards.
- Automatic market salary reference generation based on analyzed job descriptions.
SKILL.md
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