cover letters
skills-based hiring
generative AI
Personalized Cover Letters in 2025: A Skills-First Framework That Beats Generic AI (With Role-Specific Evidence Prompts)
Generic AI cover letters are easy to spot—and increasingly ignored. This guide gives job seekers a repeatable, skills-first framework plus evidence prompts to write role-specific cover letters that prove impact, match the JD, and sound human in 2025.
March 15, 2026
12 min read
