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Prompt library

AI Prompt Library for Work and Everyday Life

Prompts you can copy, fill in and reuse in any assistant. Each one lists the inputs it needs, what you should get back, and how to check the result.
Browse as neededBeginner

Last reviewed . AI products change quickly; check the linked sources before relying on details.

How to use and adapt these prompts

Square brackets mark the parts you replace. Everything else can stay as written. The prompts avoid features that only one product has, so they should work in ChatGPT, Claude, Gemini and most open-source chat tools. Where a prompt depends on a capability such as file upload, web search or a long document, check that your tool offers it.

  • Start with context. The assistant cannot see your situation unless you describe it.
  • Give source material. Pasting the text you want analysed is more reliable than asking the model to recall it.
  • Ask for assumptions. Prompts here ask the model to list what it assumed so you can correct it.
  • Iterate. Reply with specific changes rather than starting again.
  • Test across tools. Run the same prompt on the same sample input in two assistants and compare, especially before building a workflow on it.
Production warning

Verify facts before you use them. AI tools can state invented names, numbers, quotes and sources with confidence. Open the original source for anything that matters. Do not paste passwords, financial account numbers, government IDs, health records or other people's private information into a chat tool. Output on business, financial, legal or health topics is general information, not professional advice and not a prediction of results.

Model-agnostic templates

Universal prompt structure

A reusable skeleton: role and context, task, constraints, format, then checks. Fill in the brackets and paste it into any assistant.

Model-agnostic templates
Use it for
Turning a vague request into one that gets a usable first answer
Who it is for
Anyone starting out with an AI assistant
You will need
  • Your goal in one sentence
  • Any background the assistant cannot guess
  • The format you want back
What you get back
A focused answer in the format you asked for, plus a list of assumptions and items to verify.
Prompt
ROLE AND CONTEXT
You are helping [WHO YOU ARE / YOUR SITUATION]. Background: [2-4 SENTENCES OF CONTEXT].

TASK
[ONE CLEAR TASK, e.g. "Draft", "Summarise", "Compare", "Plan"].

CONSTRAINTS
- Audience: [WHO WILL READ OR USE THE RESULT]
- Length: [WORD OR ITEM LIMIT]
- Tone: [e.g. plain, friendly, formal]
- Use only the information I have given you. If something is missing, ask me before guessing.

FORMAT
Return [BULLETS / TABLE / NUMBERED STEPS / SHORT EMAIL].

CHECKS
Before you answer, list any assumptions you made. After your answer, list the three claims I should verify myself.

Check the output, safety and limits

Verify

  • Check names, numbers, dates and quotes against the original source before using them.
  • Read the assumptions list first; wrong assumptions are the most common failure.

Safety and privacy

  • Do not paste passwords, card numbers, government IDs, health records or other people's private details into a chat tool.

Limitations

  • Models can still invent details. The checks section reduces this but does not remove it.

Learn more: Seven-day start here path

Rewrite a prompt for a different model

Ask one assistant to adapt a prompt you already use so it works well on another tool.

Model-agnostic templates
Use it for
Moving a working prompt between ChatGPT, Claude, Gemini or an open-source model
Who it is for
People using more than one assistant
You will need
  • The prompt that works today
  • The name of the target assistant
  • Any file or tool differences you know of
What you get back
A revised prompt plus a short list of features to check in the target tool.
Prompt
Here is a prompt that works well for me in [CURRENT TOOL]:

"""
[PASTE PROMPT]
"""

I want to use it in [TARGET TOOL]. Rewrite it so it still gets the same kind of result. Point out anything that depends on features the target tool may not have (file upload, web search, memory, long documents). Keep the placeholders in [SQUARE BRACKETS] so I can reuse it. Do not add new requirements.

Check the output, safety and limits

Verify

  • Run the old and new prompts on the same sample input and compare the results side by side.

Limitations

  • The assistant may not know the target tool's latest features. Check the tool's own help pages.

Learn more: Compare AI models

Productivity

Turn a messy to-do list into a weekly plan

Paste a brain-dump and get a realistic, prioritised plan with time estimates.

Productivity
Use it for
Planning the week without a large planning tool
Who it is for
Busy professionals, students, parents
You will need
  • Your task list in any order
  • Fixed commitments and deadlines
  • Hours you can realistically work each day
What you get back
A day-by-day table, a short list of tasks to drop or delegate, and visible time estimates.
Prompt
Here is my unsorted task list:
[PASTE TASKS]

Fixed commitments this week: [MEETINGS, SCHOOL RUN, APPOINTMENTS]
Deadlines: [TASK - DATE]
Hours available per day: [HOURS]

Create a weekly plan:
1. Group tasks by importance and urgency.
2. Give each task a rough time estimate and say it is a guess.
3. Place tasks into days without exceeding my available hours. Leave 20% slack.
4. List tasks you recommend dropping or delegating, with a reason.
Return a table: Day | Task | Estimate | Why now.

Check the output, safety and limits

Verify

  • Check that deadlines and fixed commitments were respected.
  • Adjust any estimate that is clearly wrong; the model has no knowledge of how fast you work.

Safety and privacy

  • Remove names of clients or colleagues if your employer restricts what can be shared with AI tools.

Meeting notes to decisions and actions

Convert rough notes or a transcript into decisions, action items with owners, and open questions.

Productivity
Use it for
Writing the follow-up quickly and consistently
Who it is for
Anyone who attends meetings
You will need
  • Meeting notes or transcript
  • Attendee names
  • Meeting date
What you get back
Four labelled sections, with unassigned items flagged rather than guessed.
Prompt
Below are notes from a meeting on [DATE] with [ATTENDEES].

[PASTE NOTES]

Produce:
- Decisions made (one line each)
- Action items as a table: Owner | Action | Due date. Only include a due date if one was stated; otherwise write "not stated".
- Open questions nobody answered
- A 3-sentence summary for people who were not there
Do not invent owners or dates. If an action has no clear owner, mark the owner as "unassigned".

Check the output, safety and limits

Verify

  • Ask attendees to confirm their own action items before the list is circulated.

Safety and privacy

  • Confirm you have permission to record or transcribe the meeting and to process it with an AI tool.
  • Do not paste passwords, card numbers, government IDs, health records or other people's private details into a chat tool.

Limitations

  • Transcripts with several overlapping speakers often misattribute who said what.

Writing & Content

Rewrite text for a specific audience

Keep the meaning, change the reading level, tone or length.

Writing & Content
Use it for
Adapting one message for customers, executives or a general audience
Who it is for
Writers, managers, teachers, small business owners
You will need
  • The original text
  • The target audience
  • Target length
What you get back
A rewritten version plus a list of meaning-affecting changes.
Prompt
Rewrite the text below for [AUDIENCE] in about [WORD COUNT] words.
Tone: [TONE]. Reading level: [e.g. general public, Year 9].
Rules: keep every fact unchanged; do not add new claims; avoid jargon or define it once; keep my key terms: [TERMS TO KEEP].

TEXT:
"""
[PASTE TEXT]
"""

After the rewrite, list anything you changed that could alter the meaning.

Check the output, safety and limits

Verify

  • Compare facts and numbers line by line with the original.

Limitations

  • Tone is subjective. Expect to edit once or twice.

Article outline with a fact-check list

Plan a piece of content and produce a list of claims that need a source before you publish.

Writing & Content
Use it for
Drafting original content that is checked before it goes live
Who it is for
Bloggers, marketers, newsletter writers
You will need
  • Topic
  • Your own experience or angle
  • Audience
  • Sources you already trust
What you get back
An outline and a checklist of claims, with no invented numbers or citations.
Prompt
I am writing about [TOPIC] for [AUDIENCE]. My angle, based on my own experience: [YOUR ANGLE AND EXAMPLES].

1. Propose an outline with 5-7 headings.
2. Under each heading, give two bullet points that use MY angle and examples, not generic advice.
3. List every factual claim the finished piece would need (statistics, dates, product features, legal points) as a checklist titled "Claims to verify". Do not supply statistics or citations yourself; I will find them.
4. Suggest what kind of source would settle each claim (e.g. official documentation, regulator, peer-reviewed paper).

Check the output, safety and limits

Verify

  • Resolve every item on the checklist with a real source you have opened.
  • Run a plagiarism or similarity check if the piece will be published under your name.

Safety and privacy

  • Disclose AI assistance where your platform, employer or publisher requires it.

Limitations

  • The model may still slip a statistic into the outline. Remove any figure you did not source yourself.

Research

Research brief from sources you provide

Summarise only the documents you give it, with quotes and page references, and flag disagreements.

Research
Use it for
Getting oriented in a topic without letting the model use unverified memory
Who it is for
Students, analysts, journalists, professionals
You will need
  • Two to five source documents or excerpts
  • Your research question
What you get back
A sourced answer, a claims table with exact quotes, and gaps.
Prompt
Research question: [QUESTION]

Use ONLY the sources below. Do not use outside knowledge.

SOURCE 1 ([TITLE, AUTHOR, DATE]):
"""
[TEXT]
"""
SOURCE 2 ([TITLE, AUTHOR, DATE]):
"""
[TEXT]
"""

Return:
1. A short answer to the question (max 150 words) with source numbers in brackets.
2. A table of key claims: Claim | Source | Short exact quote.
3. Where the sources disagree or are silent.
4. What I would still need to find out.
If the sources do not answer the question, say so plainly.

Check the output, safety and limits

Verify

  • Search each quoted phrase in the original to confirm it appears.
  • Check names, numbers, dates and quotes against the original source before using them.

Safety and privacy

  • Check licence terms before pasting paywalled or copyrighted material into a tool.

Limitations

  • Long documents may be partly ignored. Split them and ask per section.

Compare options with explicit criteria

Evaluate products, plans or approaches against criteria you set, and expose uncertainty.

Research
Use it for
Structured comparison before you check live pricing and terms
Who it is for
Anyone choosing between tools, suppliers or plans
You will need
  • The options
  • Your criteria in priority order
  • Hard constraints (budget, region, privacy)
What you get back
A labelled comparison table and a conditional recommendation.
Prompt
Compare these options: [OPTION A], [OPTION B], [OPTION C].
My criteria in priority order: [CRITERIA].
Hard constraints: [CONSTRAINTS].

Return a table with one row per criterion and one column per option. In each cell, state what is known and label it "confident", "uncertain" or "check current source". Do not quote prices; tell me where to look them up. Finish with a recommendation that explains which criteria drove it and what would change your mind.

Check the output, safety and limits

Verify

  • Open each vendor's official pages for current features, pricing and terms.

Limitations

  • Product details change often and the model's knowledge may be out of date.

Learn more: Find the right AI

Business & Sales

Prospect research brief from public information

Prepare for an outreach call using only information you have collected from public pages.

Business & Sales
Use it for
Preparing a relevant, respectful first contact
Who it is for
Small business owners, sales and partnerships staff
You will need
  • Company name
  • Public text you copied (website, press release)
  • What you offer
What you get back
A short brief with evidence for each suggested need.
Prompt
I sell [YOUR OFFER] to [TYPE OF BUSINESS]. Here is public information about [COMPANY]:

"""
[PASTE PUBLIC TEXT]
"""

Using only this text:
1. Summarise what the company does in 3 sentences.
2. List 3 possible needs related to my offer, each tied to a quote from the text.
3. Suggest 2 questions to ask on a first call.
4. Say what you could NOT tell from the text.
Do not guess about individual people's personal circumstances.

Check the output, safety and limits

Verify

  • Confirm key facts on the company's own site before you mention them.

Safety and privacy

  • Use only business information. Check consent and local rules (for example Spam Act, CAN-SPAM, GDPR) before contacting anyone.
  • Do not assemble profiles of private individuals.

First-contact email draft (for your review)

Draft a short, relevant business email that includes honest identification and an opt-out.

Business & Sales
Use it for
Drafting individual outreach that you personally review and send
Who it is for
Small business owners and sales staff
You will need
  • Who you are and your business
  • Why this recipient, from your research
  • Your postal or contact details
What you get back
Two short drafts with identification and opt-out wording.
Prompt
Draft a first-contact email, under 120 words, from [YOUR NAME, ROLE, BUSINESS] to [RECIPIENT ROLE] at [COMPANY].
Reason for contacting them (from my research): [REASON].
Offer: [ONE SENTENCE].
Requirements: honest subject line, no false urgency, no claims I have not given you, one clear low-pressure question, my business identity and contact details at the end, and a plain line explaining how to opt out of further emails.
Give me two variations.

Check the output, safety and limits

Verify

  • Check every claim is true.
  • Confirm you have a lawful basis or consent to email this person in their country.

Safety and privacy

  • Never auto-send AI-written bulk email. Review each message. Bulk unsolicited messages can breach anti-spam law and platform rules.

Limitations

  • This is not legal advice. Rules differ by country and by whether the recipient is a business or an individual.

Explain a report or spreadsheet in plain English

Describe what your own business numbers show, without predictions or advice.

Business & Sales
Use it for
Understanding a summary table you already have
Who it is for
Business owners without a finance background
You will need
  • A small table of figures (remove names and account numbers)
  • What period it covers
What you get back
A plain-English description, anomalies to check, and questions for a professional.
Prompt
Here is a summary table from my business covering [PERIOD]:
[PASTE TABLE]

1. Describe in plain English what changed compared with the previous period.
2. Point out any figure that looks unusual and say what you would check in the source records.
3. List three questions I should ask my accountant.
Do not predict future results or recommend investments. Show any arithmetic you do so I can check it.

Check the output, safety and limits

Verify

  • Recompute any total or percentage yourself or in a spreadsheet.

Safety and privacy

  • This is not financial advice and no result is guaranteed. Remove account numbers, tax file numbers and customer names before pasting.

Limitations

  • Models are unreliable at multi-step arithmetic. Use a spreadsheet for calculations.

Everyday Life

Weekly meal plan and shopping list

Plan meals around your budget, tastes and time, then group the shopping list by aisle.

Everyday Life
Use it for
Reducing the weekly 'what's for dinner' decision
Who it is for
Households
You will need
  • Household size
  • Budget
  • Foods to avoid and cooking time available
What you get back
Five meals and a grouped shopping list.
Prompt
Plan 5 dinners for [NUMBER] people. Budget about [AMOUNT] for the week (treat as approximate; I will check prices). Cooking time per night: [MINUTES]. Foods to avoid: [ALLERGIES / PREFERENCES]. Equipment: [EQUIPMENT].
Reuse ingredients across meals to cut waste. Return the plan, then a shopping list grouped by aisle.

Check the output, safety and limits

Verify

  • Read labels yourself for allergens.

Safety and privacy

  • For allergies, medical diets or infants, follow guidance from a doctor or dietitian. AI output is not medical advice.

Checklist for a life admin task

Break down a bureaucratic task such as moving house or renewing documents into steps and questions to ask.

Everyday Life
Use it for
Getting oriented before contacting the official source
Who it is for
Anyone dealing with forms and paperwork
You will need
  • The task
  • Your country or state
  • Your deadline
What you get back
A checklist with confidence labels and the questions to ask officials.
Prompt
I need to [TASK] in [COUNTRY / STATE] by [DATE]. Create a checklist of the usual steps and the kinds of documents typically needed. Mark each step "usually required" or "varies, check the official site". Tell me which type of official body to check (name the type, not a made-up web address) and list questions to ask them. Do not give legal, tax or medical advice.

Check the output, safety and limits

Verify

  • Confirm requirements and fees on the official government or provider website.

Safety and privacy

  • Do not paste passwords, card numbers, government IDs, health records or other people's private details into a chat tool.

Learning

Learn a topic with a tutor-style dialogue

Have the assistant teach step by step, ask you questions, and check your understanding.

Learning
Use it for
Building understanding instead of copying answers
Who it is for
Students and self-learners
You will need
  • Topic
  • Your current level
  • Time available
What you get back
An interactive lesson with questions, feedback and a quiz.
Prompt
Act as a patient tutor. Topic: [TOPIC]. My level: [BEGINNER / SOME EXPERIENCE]. I have [MINUTES] minutes.
Teach in small steps. After each step, ask me one question and wait for my answer before continuing. If I am wrong, explain why without giving me the whole answer first. At the end, give me a five-question quiz and a list of what to practise. If you are unsure of something, say so.

Check the output, safety and limits

Verify

  • Cross-check key facts with a textbook or the official documentation.

Limitations

  • Tutor dialogues can confidently teach errors. Treat them as a first pass.

Build a four-week study plan

A realistic plan with weekly goals, practice tasks and review points.

Learning
Use it for
Structuring self-study around a busy schedule
Who it is for
Learners studying for a goal, exam or new skill
You will need
  • Goal
  • Weekly hours
  • Current knowledge
  • Preferred learning style
What you get back
A four-week table of goals, tasks and self-tests.
Prompt
Create a four-week study plan for [GOAL]. I can study [HOURS] hours per week. I already know: [CURRENT KNOWLEDGE]. I learn best by: [STYLE].
For each week give: a goal, 3-4 practice tasks, a self-test, and what to review. Include one rest buffer. Recommend types of resource (not specific URLs) and tell me how to verify I am ready.

Check the output, safety and limits

Verify

  • Compare the plan with the official syllabus or curriculum if one exists.

A short verification checklist

  1. Which statements are facts rather than opinions or wording?
  2. Have I opened a primary source (official page, regulator, original paper) for each fact I will rely on?
  3. Did I recompute any numbers outside the chat?
  4. Does this need a qualified person (doctor, lawyer, accountant) before I act?
  5. Would I be comfortable if the other party knew I used AI here, and does my employer or platform require disclosure?

Life sciences and clinical prompts have extra review requirements and live in the BioTech prompt vault.

Frequently asked questions

How do I write a good AI prompt?

Start with context, because the assistant cannot see your situation unless you describe it. Paste the source material rather than asking the model to recall it, ask it to list its assumptions, and iterate with specific changes instead of starting again. Square brackets in the library mark the parts you replace.

Do these prompts work in ChatGPT, Claude and Gemini?

They should. The prompts avoid features that only one product has, so they should work in ChatGPT, Claude, Gemini and most open-source chat tools. Where a prompt depends on file upload, web search or a long document, check that your tool offers it. Run the same prompt in two assistants and compare before building a workflow on it.

How do I check whether an AI answer is correct?

Work through the verification checklist. Separate facts from opinions, open a primary source for each fact you will rely on, recompute any numbers outside the chat, and decide whether a doctor, lawyer or accountant is needed before you act. AI tools can state invented names, numbers, quotes and sources with confidence.

What should I never paste into an AI chat?

Do not paste passwords, financial account numbers, government IDs, health records or other people's private information into a chat tool. Output on business, financial, legal or health topics is general information, not professional advice and not a prediction of results.

Where can I find AI prompts for biotech and life sciences?

Life sciences and clinical prompts have extra review requirements, so they live in the separate BioTech prompt vault rather than this library. The vault organises prompts by role and gives guidance on checks and reviewers for each one.

Where to go next