How does it research job postings?

The skill uses the browsing-with-playwright capability to navigate LinkedIn Jobs, search for relevant titles, and extract specific requirements and company challenges to personalize the output.

Does this skill fabricate professional experience?

No. The skill is constrained to reframe existing data from your resume to address a job's specific challenges without inventing or lying about your experience.

What is the PSI methodology used in this skill?

PSI stands for Problem-Solution-Impact. It is a structured writing approach that identifies a company's specific technical challenge, positions your skills as the solution, and provides quantified metrics to prove your impact.

Which roles is this generator optimized for?

It is specifically optimized for technical AI and Machine Learning roles, including AI Engineers, ML Researchers, LLMOps Specialists, and Data Scientists.

AI Cover Letter Generator

Name: AI Cover Letter Generator
Author: alijilani-dev

byalijilani-dev

Productivity & Workflow

Generates tailored, high-impact cover letters for AI and ML roles using the PSI methodology and real-time market data.

About

The Cover Letter Generator is a specialized Claude Code skill designed to streamline the job application process for AI and Machine Learning professionals. By integrating resume analysis, real-time market intelligence, and automated LinkedIn research via Playwright, the skill identifies technical bottlenecks within specific job postings and maps your expertise to them using the Problem-Solution-Impact (PSI) framework. It ensures your applications are hyper-personalized, technically accurate, and focused on delivering business ROI, helping you stand out in the competitive AI engineering landscape.

Key Features

PSI (Problem-Solution-Impact) methodology for high-conversion writing
Market intelligence alignment for 2024-2025 AI and ML trends
Automated resume parsing and technical achievement extraction
Real-time LinkedIn job research and requirement mapping via Playwright
0 GitHub stars
Automated generation of company-specific technical cover letters

Use Cases

Automating the research phase of job applications using browser tools
Crafting personalized cover letters for AI Engineer and ML roles
Analyzing resume gaps against current market demands for RAG and LLMOps

About

Key Features

PSI (Problem-Solution-Impact) methodology for high-conversion writing
Market intelligence alignment for 2024-2025 AI and ML trends
Automated resume parsing and technical achievement extraction
Real-time LinkedIn job research and requirement mapping via Playwright
0 GitHub stars
Automated generation of company-specific technical cover letters

Use Cases

Automating the research phase of job applications using browser tools
Crafting personalized cover letters for AI Engineer and ML roles
Analyzing resume gaps against current market demands for RAG and LLMOps