Project · Open Source
AI Cover Letter Guide
A complete workflow for writing targeted job application cover letters in two minutes — built and tested through real, repeated use.
Based on 70+ real applications · Sept–Nov 2025What it does
It's not a template. It's a workflow — a step-by-step process that turns the most exhausting part of job hunting (writing a custom cover letter) into a two-minute task.
- Exact prompts that work. Copy/paste examples for ChatGPT, Claude, or any AI assistant — no guesswork.
- Quality control built in. How to catch the things AI gets wrong (exaggerations, fabrications) before they embarrass you.
- Two submission tracks. Portal uploads vs. direct email — different mechanics, both covered.
- Real timing. ~2 minutes per cover letter once you're set up. Not theoretical. Measured.
- Common mistakes documented. What broke during 70+ applications, so you don't have to learn the same way.
How it helps
Most people know AI can write cover letters. The hard part is knowing how to use it without producing generic, inaccurate, or robotic-sounding output. This guide is the missing instruction manual.
The guide is written for people who can copy and paste. No technical skills required. No subscription needed. Free, open-source, CC-BY licensed.
Who it's for
- Job seekers applying to multiple positions and burning out on cover letters
- Career changers who need to reframe experience for a new industry
- Anyone paying $50–100 per letter to a professional writer
- People who've tried AI for cover letters and gotten generic-sounding results
Read it
The full guide lives on GitHub. It's open source (CC BY 4.0) — share it, adapt it, use it commercially. Just credit the source.