How to Use AI Writing Prompts Without Getting Generic Results
Most people use AI to write the same way: paste a draft, type "make this better," and accept whatever comes back. It works — sort of. The result is usually cleaner, blander, and a little less yours.
The problem isn't the model. It's the prompt — and, more than that, the order you use prompts in. This library is built around one idea: good writing help follows a workflow. You diagnose before you edit, fix the thinking before the sentences, and protect your voice the whole way through.
Here's how to actually use it.
Start with two words: who and why
The fastest upgrade to any writing prompt is telling the model who the writing is for and what it's trying to do. Compare these:
Rewrite this so it's clearer.
Rewrite this so it's clearer for skeptical executives who have 30 seconds, with the goal of getting them to approve the budget.
Same task, completely different output. A paragraph that's perfect for investors looks nothing like one for new customers or a close friend. Audience and purpose aren't decoration — they're most of the instruction. Almost every prompt in the library has an audience or purpose slot for exactly this reason. Fill it in.
Diagnose before you rewrite
This is the single most underused move, and the reason the library leads with a Diagnosis section.
When something's off with a draft, the instinct is to ask for a rewrite. But a rewrite skips the most useful step: finding out what's actually wrong. Try these first:
What's this piece trying to do, and how well does it succeed?
Tell me what you think my main point is — I want to check it's landing.
Where is a reader most likely to stop reading, and why?
Asking the model to read your draft back to you exposes communication failures that no amount of line-editing would fix. If it can't tell you your main point, your reader won't find it either. Diagnose, then decide what to change.
Fix big problems before small ones
When you're writing something start to finish, work in this order:
- Find the angle — what's the fresh, specific take?
- Outline it — structure before drafting.
- Draft it — your job (don't edit while you write).
- Diagnose — before touching any wording.
- Fix the thinking — the argument, the evidence, the leaps.
- Then revise line by line — clarity, concision, rhythm.
- Protect your voice.
- Sharpen the opening and title last.
The order matters because there's no point polishing a sentence you're about to cut, or perfecting prose that argues a weak point. Most people invert this — they fuss over word choice while the structure quietly falls apart underneath.
Don't let it flatten your voice
AI is very good at making writing "better" and accidentally erasing what made it yours. The Voice & Style Preservation prompts are there to stop that.
Do this once: paste a few things you've written and ask the model to name the distinct traits of your voice, then turn those into a short style guide.
Read these samples and name 5 distinct traits of my writing voice.
Build a short personal style guide from these samples.
Save that guide. From then on, you can ask for aggressive edits and tell it to preserve your voice — and when something feels off, ask it to compare the revision to your original and flag where your voice got weaker.
Improve the argument, not just the prose
There's a difference between editing and thinking, and most prompt lists only cover the first. The Challenge My Assumptions and Persuasion sections cover the second:
What assumptions am I making that readers might reject?
Steelman the opposing view so I can answer it fairly.
Where do I ask the reader to make too big a leap, and how do I bridge it?
These often produce more value than any rewrite, because a beautifully written weak argument is still a weak argument. Use them before you make the prose pretty.
A 30-second router
Not sure where to start? Match your situation:
- Blank page, no angle → Ideation, then Long-Form & Structure.
- Draft feels off but you can't name it → Diagnosis, then Reader Psychology.
- Not sure the argument holds → Challenge My Assumptions, then Persuasion.
- Draft is basically right, just needs cleaning → Editing, then Clarity, then Voice.
- Need a specific thing (email, cover letter, post, toast) → jump straight to that section.
- Just need a title or opening → Headlines, Hooks & Openings.
A quick example
Say you've written: "Our new feature is really powerful and helps users save a lot of time on their daily tasks, which is something everyone wants."
Don't ask for a rewrite yet. Diagnose first — "what's the weakest part of this sentence?" — and you'll hear the truth: it's vague, it claims power without proof, and "everyone wants" is filler. Now you know what to fix. Add your context ("for busy operations managers, to get them to book a demo"), ask it to swap the abstractions for something concrete, and you might land on:
"It cuts a two-hour reconciliation down to ten minutes — so your team closes the books on a Friday afternoon, not a Sunday night."
The difference came from the diagnosis, the audience, and the concrete detail — not from a cleverer "rewrite this" prompt.
Don't want to choose? Follow the journey
If the full list is daunting, run the six-step journey instead — it walks you through improving any piece in the order that works:
- Triage my draft — see what's working and what's weak.
- Surface my assumptions — fix the thinking first.
- Edit for clarity and concision — sharpen without losing your voice.
- Showing vs telling — turn assertions into evidence.
- Strip the jargon — make it land for your reader.
- Critique my hook — make sure the opening earns the read.
Run those six in order and you've used the whole library's logic without browsing a single category.
The bottom line
Prompts are starting points; your context does the heavy lifting. The best results come from three habits, every time:
- Add who it's for and why.
- Ask for a diagnosis before a rewrite.
- Fix big problems before small ones, and protect your voice along the way.
If you only ever use ten of these, use these:
- Score this draft.
- Triage my draft.
- Edit for clarity and concision.
- Showing vs telling.
- Strip the jargon.
- Make it skimmable.
- Surface my assumptions.
- What's the strongest evidence I could add?
- Ten angles on a topic.
- Outline before I write.
Bookmark the workflow, work it in order, and the prompts will do far more than make your writing "better" — they'll make it sharper, more convincing, and still unmistakably yours.