Cover Letters & Application Scripts
Stop restating your resume. Write the few short lines that make an employer want to meet you — and know when not to bother.
A cover letter has one job: to build enough Know, Like, Trust that an employer wants to talk to you. It does that by showing you understand their problem and you're the person to solve it — not by repeating what's already on your resume.
The honest truth: plenty of cover letters never get read. So you don't write one every time — you write a strong one when it counts, and a tight email or note the rest of the time. Same structure, different lengths. This guide gives you all of them.
How to use this guide
- Check the decision rule — is this one worth a full letter?
- See a finished letter so you know the target.
- Build your header so it matches your resume, then your Problem → Proof → Fit core.
- Grab the script you need and send it.
Write it, or skip it?
✓ Write the letter when…
- You're reaching out directly to a person (not a job-board black hole)
- It's a high-value role you really want
- Someone referred you, or you have a real connection to the company
- You have something specific to say about them
- The posting asks for one
— Skip it (or send a short email) when…
- It's a high-volume online application and a letter is optional
- You have nothing specific to add beyond the resume
- You'd just be writing a generic letter to check a box
See it finished first
The structure
A matched header, then three short paragraphs. The middle is the engine: Problem → Proof → Fit.
Header — match your resume
Same name and contact line as your resume, so the two read as a set. For a formal or mailed letter, add the date and the employer's name, title, company, and address.
Opening — a real hook
Open with something specific to them or you — not "I am writing to express my strong interest." Name the role, and give one honest reason you're a fit.
Body — Problem → Proof → Fit
Name the problem they're trying to solve. Give proof you've solved it (a specific win, not an adjective). Then connect the fit — what that means for them.
Close — warm and forward
Brief enthusiasm and a clear next step. Thank them, and say you'd welcome the chance to talk. Done.
Build your header
Match it to your resume. Add the employer block only when you're sending a formal or mailed letter — online forms don't need it.
Strong vs. weak
The weak version is what AI hands you by default — vague, inflated, about you. The strong version is specific, grounded, and about them.
The weak one could be anyone, applying anywhere. The strong one names the company's actual work, gives concrete proof, and points it at their need. If a draft sounds like the left, send it through your own voice before it goes out.
Build your core: Problem → Proof → Fit
Write the three parts once. It builds your cover-letter paragraph, your application email, and your "additional info" line — same idea, three lengths.
These are drafts — tighten the connectors and make them sound like you before sending. The structure's right; the polish is yours.
You write the three parts; AI shapes the connective tissue. It shouldn't invent claims or company facts you didn't give it.
- Your move first: fill in the Problem, Proof, and Fit above, and note the company and role.
- The prompt: "Write a short, 3-paragraph cover letter for [role] at [company]. Use this Problem → Proof → Fit: [paste]. Open with a specific hook, keep it under 200 words, no clichés like 'passionate' or 'results-driven', and only use facts I gave you. Match this voice: [paste your voice description]."
- Your move: cut anything that sounds generic, check it against the strong-vs-weak examples, and make the opening truly yours.
The short scripts
When a full letter isn't worth it — or there's just a text box — these do the job. Same Problem → Proof → Fit, trimmed down.
Application email
When you're emailing your resume directly, or a posting says "email us your application."
[Your Name] · [phone] · [LinkedIn]
"Additional information" box
For the optional text box on application forms ("Anything else we should know?"). One or two tight lines — never leave it blank on a role you want.
Referral / introduction line
When someone referred you, or you share a connection. Drop this into the opening of a letter or email — referrals get read first, so lead with it.
Common mistakes
- ✕Restating the resume. The letter adds the story and the fit — it doesn't list your jobs again.
- ✕Making it about you. "I want, I'm seeking, I hope to grow." Flip it to their problem and what you'll do for them.
- ✕Going long. Three or four short paragraphs. If it's a full page of text, cut it.
- ✕Generic everything. No company name, no specifics — it reads as mass-sent. Name something real about them.
- ✕"To Whom It May Concern." Find the name. If you truly can't, "Dear Hiring Manager" — never the dusty default.
- ✕Sending without a reread. One typo in three paragraphs is loud. Read it once out loud before it goes.
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