lofy-career

What This Skill Does

The lofy-career skill transforms OpenClaw into a dedicated AI-powered job search agent. It centralizes your entire recruitment funnel, moving beyond simple spreadsheet tracking to active career management. The skill maintains a persistent database (data/applications.json) to monitor your pipeline status, tracks follow-up deadlines, and automates administrative tasks. Beyond tracking, it provides intelligent analysis of your resume against specific job descriptions, offering concrete suggestions to improve your match rate. For interview preparation, it conducts live web research into company news, tech stacks, and interview structures, generating personalized study guides based on your unique project history and common industry patterns.

Installation

To integrate this career management engine into your workflow, execute the following command in your terminal:

clawhub install openclaw/skills/skills/harrey401/lofy-career

Ensure you have your profile/career.md file populated with your professional history, as the skill relies on this document to generate accurate resume tailoring and interview talking points.

Use Cases

• Resume Tailoring: Automatically identify keywords in job descriptions and map them to your specific career experience.
• Interview Preparation: Generate high-fidelity prep materials including STAR-method behavioral responses and technical system design scenarios.
• Pipeline Tracking: Manage the entire lifecycle of an application from the first click to the final offer negotiation.
• Strategic Follow-ups: Proactively draft professional, context-aware follow-up emails based on specific stages of the interview process.
• Search Analytics: Identify why certain applications yield results while others do not by reviewing your automated response rate statistics.

Example Prompts

1. "I'm interested in applying to this Senior DevOps role at Acme Corp; please look at the job description and my career.md, then tell me how I should adjust my resume to improve my match score."
2. "I have a phone screen with Google next Tuesday. Can you research their recent engineering blog posts and generate a list of likely technical questions and a brief company summary?"
3. "I applied to Stripe 6 days ago and haven't heard back. Can you draft a professional follow-up email that I can send to the recruiter today?"

Tips & Limitations

• Quality Over Quantity: The skill is designed to prioritize high-intent applications. If your response rate falls below 10% after 20 applications, the skill will trigger a strategic reassessment notification.
• Data Integrity: The effectiveness of this skill depends heavily on your keeping the applications.json file updated. Whenever you receive an email or LinkedIn message, provide the update to your OpenClaw agent immediately.
• Security: While the skill conducts web research, ensure that you never store sensitive credentials (like passwords or government IDs) in the data/applications.json file.