Guide · Prompts
AI prompt library
30 prompts for everyday work, from rewriting an email to reviewing code. Copy one, replace the parts in [brackets], and send it to any model in llmwise.
How to use them
Replace every part in [brackets] with your own details. The more specific you are, the better the answer.
Paste the material itself, or attach the file, rather than describing it.
Start on an everyday model (Claude Haiku 5.5, GPT-6 Luna, DeepSeek V4.1 Flash, and GLM 5.3 Flash). Move up to a bigger model when an answer isn't good enough.
Writing
Rewrite for clarity
Rewrite the text below so it's clear and plain. Keep my meaning and my facts, cut filler, and keep it under [number] words. Show only the rewrite. [paste your text]
Which models, and what a run costsDraft an email
Write an email to [who] about [what]. What I need from them: [the ask]. Tone: [friendly / formal]. Under 150 words, with the ask in the last line.
Feedback, not a rewrite
Read my draft below as [the audience]. List the three changes that would improve it most, most important first, quoting the sentence each one applies to. Don't rewrite it. [paste your draft]
Headline options
Suggest ten headlines for the piece below, for [where it will appear]. Mix plain and punchy, no clickbait. Mark your top three and say why. [paste the piece]
Summaries and documents
Attach the file to the message: PDFs, images and text files.
A summary for a busy reader
Summarize the attached document for [who]. Start with the one-sentence takeaway, then up to five bullet points with the numbers that matter, then anything I need to decide or do.
Which models, and what a run costsPull out the facts
From the attached file, make a table of [the items: dates, amounts, names], with the page each one comes from. If something is unclear, say so instead of guessing.
Which models, and what a run costsCompare two versions
Compare the two attached versions. List what changed, what was added and what was removed, and flag anything that changes the meaning.
Meeting notes to actions
Turn these notes into three lists: decisions made, action items (with owner and date), and open questions. [paste your notes]
Which models, and what a run costs
Coding
Explain this code
Explain what this code does, step by step, for someone who knows the basics of [language]. Then list anything that looks like a bug or a risk. [paste the code]
Fix an error
Here's my code and the error it gives. Explain the cause in one or two sentences, then show the smallest change that fixes it. [paste the code] [paste the error]
Write tests
Write unit tests for this function with [test framework]. Cover the normal case, the edge cases and bad input: one test per behaviour, named after it. [paste the function]
Review a change
Review this change like a careful senior engineer: correctness first, then readability. Quote the line each point is about, and skip style nits. [paste the diff]
Data and spreadsheets
Make sense of a CSV
The attached CSV is [what it is]. Tell me the five most important things in it, with the numbers behind each, and the one chart you'd make to show them.
Write a formula
In a spreadsheet I have [the columns]. Write a formula that [does what], explain each part, and show it working on a few made-up rows.
Build a comparison table
Make a spreadsheet comparing [the options] on [the criteria], one row each, with a short note in each cell and a last column with your pick and why.
Check my reasoning
Here's my analysis and my conclusion. Point out any step that doesn't follow, any number that looks off, and what data would change the conclusion. [paste your analysis]
Learning
Explain it three ways
Explain [topic] three ways: in one sentence, in a paragraph for a curious 15-year-old, and in depth for someone who knows [a related field].
Quiz me
Quiz me on [topic], one question at a time. Wait for my answer, tell me whether I'm right and why, then ask a slightly harder question.
A study plan
I have [number] weeks to learn [skill], with [hours] a week. Make a week-by-week plan with one practical exercise each week.
Both sides, at their strongest
Make the strongest case for and against [position], each the way someone who believes it would put it. Then name the one fact each side most needs to be true.
Research
These ask the model to search the web; it shows its sources as cards. On Free, web search works inside your 5 trial messages.
An answer with sources
Search the web for [question]. Answer in five bullet points, each with its source, and say where the sources disagree.
Which models, and what a run costsRead a page for me
Read [link] and tell me the three main claims it makes, the evidence for each, and anything important it leaves out.
Compare products
Search for the current [kind of product] options under [budget]. Make a table of the top five with price, key specs and one downside each, with sources.
Making things
These make something in the side panel: a document or a deck you can edit and download, or a small app that runs beside the chat.
A small tool
Make a [calculator / tracker / quiz] as a small HTML app that [does what]. Keep it simple, and let me change [the inputs].
A slide deck
Make a [number]-slide deck on [topic] for [audience]: a title slide, one idea per slide, and a closing slide with next steps.
A one-page document
Write a one-page [plan / brief / proposal] for [goal] as a document, with headings, and end with the three open questions I should settle first.
On paid plans
These use the tools on paid plans: a research report, code the model runs, an image, or an app you've connected. Each shows its price before it runs.
A research report
Research [question] and write a report I can share: a one-paragraph answer first, then the evidence with sources, where the sources disagree, and what's still unknown.
Which models, and what a run costsAnalyze a CSV with code
Load the attached CSV with code and answer [your question]. Show the numbers you computed and the code you ran, and list any rows you had to skip and why.
Which models, and what a run costsAn image
Make one image of [subject] in [style], [square / wide / tall]. Keep [anything that must be exact, like words on a sign] exactly as I wrote it.
Which models, and what a run costsTriage my inbox
Go through my unread Gmail from the last [two days]. List what needs a reply today, what can wait and what I can archive, then draft replies to the first group for me to check.
Which models, and what a run costs
Tested prompt packs
Prompts for one topic each, every one run on three or four models, with the replies side by side, which passed our check, and what each cost.
- ChatGPT prompts, tested on GPT-6
- Claude prompts, tested on Opus, Sonnet and Haiku
- Gemini prompts, tested on Gemini 3.1 Pro and 3.8 Flash
- Prompt engineering, technique by technique
- AI prompt examples that work, with the replies
- Essay prompts for AI that help you write your own
- Resume prompts for ChatGPT and other AI, tested
- AI prompts for students, tested on four models
- AI prompts for business, tested on four models
- AI prompts for marketing, tested with every reply
- AI prompts for email, tested on four models
- AI prompts for coding, checked by running the code
- AI prompts for job interviews, tested
- AI prompts for writing, tested on four models
- AI prompts for teachers, tested with every reply
- Fun AI prompts, tested on four models
Every model's reply to one prompt
One prompt to a page, sent to every model in llmwise: each reply as it came, whether it passed its check, and what it cost. 50 from our own test runs, and 50 test inputs of the free tools.
From our test runs
- An article in three bullets
- Announce a second bakery shop on LinkedIn
- A frustrated customer
- Argue both sides of free buses
- A product announcement with five rules
- An email thread in one sentence
- Rewrite corporate jargon in plain words
- Correlation between ad spend and sign-ups
- A late order
- Parse CSV with quoted fields
- A refund request outside the window
- A message with a planted instruction
- Evaluate an arithmetic expression, no eval
- Pens at 3 for $4
- Average order value in August
- Idioms into natural Japanese
- Book a meeting from a sentence
- Turn a title into a URL slug
- Parse a duration like “1h 30m”
- Merge overlapping intervals
- Decline a meeting and offer two times
- A discount, then sales tax
- Compound interest over three years
- Four-digit numbers whose digits sum to 9
- The highest of three dice is a 5
- Decisions and action items from a meeting
- A quarterly memo for the CEO
- A study with a negative result
- The region with the most revenue
- Revenue change from July to August
- A median, filtered two ways
- A return inside the window
- A delivery message into Spanish
- A product description into French
- A meeting note into German
- A lease clause into Brazilian Portuguese
- Customers in one country
- Count orders by status
- Revenue by category
- Every customer, even those without orders
- Monthly revenue with a running total
- A fact from one section
- Core hours and start times
- Two sections in one answer
- A later amendment changes the answer
- A question the handbook doesn't answer
- Pick the tool and work out the date
- Convert a currency
- Search, but don't book
- Two calls with a unit conversion
From the free tools' test runs
- AI lyrics generator: A rap about a late start
- Writing prompt generator: Story prompts around one character
- Writing prompt generator: Journaling about a big change
- AI poem generator: A haiku on a bus window
- AI prompt generator: A family meal plan on a budget
- AI business name generator: One word, starting with K
- Writing prompt generator: A constraint carried through all five
- AI business name generator: Descriptive names for a tutoring service
- AI poem generator: A sonnet
- AI homework helper: Why ice floats
- AI business name generator: A mobile bike repair service
- AI poem generator: A poem for a friend's marathon
- AI story generator: A whole story in 150 words
- AI story generator: A mystery at the library
- AI story generator: The same first and last sentence
- AI lyrics generator: A slow song about near misses
- AI image prompt generator: A busy scene with nothing left out
- AI poem generator: An acrostic of a name
- AI business name generator: Names that work in two languages
- AI lyrics generator: A move to a new city
- AI business name generator: Every name with one word in it
- Writing prompt generator: Poem prompts from one image
- Writing prompt generator: Debate topics with two sides
- AI prompt improver: A prompt that says to ignore instructions
- AI translator: A shipping notice into Spanish
- AI translator: Museum opening hours into French
- AI translator: A work message into Portuguese
- AI translator: A formal apology into German
- AI translator: Idioms in a welcome note, into Japanese
- AI email writer: A leaking tap, to the landlord
- AI email writer: A formal request for an extension
- AI email writer: An apology for a broken order
- AI email writer: An invitation with details still to fill in
- AI email writer: A hotel booking change, in Spanish
- AI homework helper: Moles in 36 grams of water
- AI homework helper: Weather versus climate
- AI homework helper: The causes of World War I
- AI homework helper: Distance under constant acceleration
- AI story generator: Letters that come back
- AI story generator: A bedtime story
- AI math solver: A linear equation
- AI math solver: A discount word problem
- AI math solver: Two dice that add up to 8
- AI math solver: A remainder of a large power
- AI math solver: A definite integral by parts
- YouTube summarizer: A one-bowl banana bread recipe
- YouTube summarizer: Budgeting a first paycheck
- YouTube summarizer: A lecture on studying that sticks
- YouTube summarizer: A headphone review, as a timestamped outline
- YouTube summarizer: The home office deduction's conditions
Prompts, priced model by model
Prompts that need something particular from a model (a file it must read, a tool, a long paste), each with the models that can run it and what one run counts as on each.
- Rewrite for clarity: the prompt, and its price on each model
- Summarize a PDF: the prompt, and its price by length
- Pull facts from an image: the prompt, and its price
- A long transcript to action items: the prompt, and its price
- An answer with sources: the prompt, and its price
- Analyze a CSV with code: the prompt, and its price
- Make an image: the prompt, and what each image costs
- A research report: the prompt, and its price
- Triage your inbox: the prompt, and its price
Make any prompt better
Say who it's for, give an example of what good looks like, and ask for the format you'll use. More in prompt optimization.
Questions
Do these prompts work with every model?
Yes. They're plain instructions, not tuned to one model. Start on an everyday model; if the answer isn't good enough, switch models in the same chat and ask again.
How do I reuse a prompt I like?
Save it as a persona in Settings → Skills: a name, the instructions, and a default model. Then pick that persona in the message box instead of pasting the prompt again.
Does a longer prompt cost more?
Not by itself: each message has a fixed price, shown before you send. Only once a whole chat sent to the model passes 64k tokens does a message count as 2 (past 128k, as 4), and the message box says so first.
Claude, GPT, Gemini, DeepSeek, Grok, Kimi, GLM, and Mistral, in one chat.
See what a message costs before you send it. Free is 5 messages to try; sign in with an email link, no password or card.