Prompts
The prompt library
93 copy-ready prompt templates, each scored for quality and explained. Search, filter, or browse by who you are.
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Prompt: Build a Business Plan Outline
A prompt for a six-section business plan outline with one short paragraph per section, not a template with empty placeholder headings.
Prompt: Check Citations and References
A prompt for checking a reference list against in-text citations for consistency and format, flagging mismatches instead of silently fixing them.
Prompt: Write a Commit Message and PR Description
A prompt for a clear commit message and pull request description built from your actual diff, explaining why the change was made.
Prompt: Build a Customer Persona
A prompt for a customer persona grounded in supplied research, not invented demographics or made-up quotes.
Prompt: Build a Dataset Cleaning Plan
Turns a rough description of a messy dataset into an ordered cleaning plan, listing each fix as a separate, checkable step before analysis starts.
Prompt: Build a Differentiated Worksheet
Turns one topic into a worksheet with three difficulty tiers on the same page, so every student practises the same skill at their own level.
Browse by audience
Job seekers
Prompt: Write a Career-Change Narrative
A prompt for a clear, honest explanation of why you're changing careers, connecting real transferable experience instead of vague reinvention talk.
Prompt: Write a Cover Letter from a Job Advert
A prompt for a cover letter that connects your actual experience to a specific job advert's stated priorities, instead of generic enthusiasm.
Prompt: Write a Follow-Up Email After an Interview
A prompt for a specific post-interview thank-you email that references what was actually discussed, instead of a generic template.
Prompt: Write a LinkedIn Headline and About Section
A prompt for a specific, keyword-relevant LinkedIn headline and About section built from your real experience, not generic buzzwords.
Prompt: Generate Mock Interview Questions
A prompt for realistic, role-specific mock interview questions with what a strong answer would actually cover, for practising before the real thing.
Prompt: Write a Salary Negotiation Email
A prompt for a confident, evidence-based salary negotiation email that asks for a specific number without sounding entitled or apologetic.
Prompt: Write STAR Interview Answers
A prompt for turning a real work example into a structured STAR interview answer, without padding it into something that didn't happen.
Prompt: Tailor a Resume to a Job Advert
A prompt for rewriting resume bullets to match a specific job advert's language and priorities, without inventing skills or experience.
Students
Prompt: Check Citations and References
A prompt for checking a reference list against in-text citations for consistency and format, flagging mismatches instead of silently fixing them.
Prompt: Build an Essay Outline
A prompt for a structured essay outline with a sharpened thesis and evidence slots, built from your own sources instead of generic headings.
Prompt: Explain a Complex Topic Simply
A prompt for a genuinely clear explanation of a hard topic, built with a real analogy checked for accuracy rather than a comforting oversimplification.
Prompt: Generate Practice Questions with Answers
A prompt for exam-style practice questions with worked answers, generated from your own notes so nothing untaught is tested.
Prompt: Build a Revision Timetable
A prompt for a realistic revision timetable that allocates time by subject confidence and exam dates, instead of an evenly split schedule.
Prompt: Build a Study Guide from Lecture Notes
A prompt for turning messy lecture or reading notes into an organised study guide with a glossary and self-test questions.
Prompt: Summarise and Compare Sources
A prompt for comparing multiple sources that surfaces where they actually agree, disagree, and simply don't cover the same ground.
Prompt: Summarise a Long Document
A prompt that produces a summary you can actually act on, with the key decisions and numbers preserved instead of smoothed away.
Teachers
Prompt: Build a Differentiated Worksheet
Turns one topic into a worksheet with three difficulty tiers on the same page, so every student practises the same skill at their own level.
Prompt: Write Feedback Comments on Student Work
Writes specific, actionable feedback on one piece of student work, with one strength, one target and no vague praise the student can't act on.
Prompt: Write Learning Objectives for a Unit
Writes a set of measurable learning objectives for a teaching unit, each starting with an observable verb instead of a vague word like understand.
Prompt: Build a Lesson Plan
Creates a timed lesson plan with a starter, main activity, independent task and plenary that fit exactly inside your lesson length.
Prompt: Write a Parent Email
Drafts a clear, calm email to a parent or guardian about a specific concern, with one plain ask and no jargon a non-teacher wouldn't know.
Prompt: Build a Quiz from a Text
Turns any passage into a short quiz of multiple-choice and short-answer questions drawn only from that text, with a matching answer key.
Prompt: Build a Marking Rubric
Creates a marking rubric with four performance levels and named criteria, so grading a set of student work stays consistent from first to last.
Prompt: Simplify Technical Writing for a General Audience
Turn dense technical or specialist writing into something a non-expert can actually follow, without losing the parts that matter.
Marketers
Prompt: Build a Customer Persona
A prompt for a customer persona grounded in supplied research, not invented demographics or made-up quotes.
Prompt: Write an Email Campaign
A prompt for a promotional email that leads with a real benefit and a single clear call to action, not a wall of features.
Prompt: Write Landing Page Copy
A prompt for landing page copy structured around one offer and one action, with proof points instead of vague claims.
Prompt: Write a Product Launch Plan
A prompt for a product launch plan with a realistic timeline and channel-specific actions, not a generic marketing checklist.
Prompt: Write a Value Proposition
A prompt for a value proposition statement built on a real differentiator, with three supporting proof points instead of vague claims.
Prompt: Write a Social Media Post
A prompt for social posts that sound like a person and fit the platform, instead of generic corporate-voice filler.
Prompt: Write a Market Research Brief
A prompt for a research brief that separates what's actually known from what's assumed, instead of presenting both with equal confidence.
Prompt: Write Ad Copy
A prompt for ad copy built on a real offer and audience instead of generic enthusiasm that could describe any product.
SEO
Prompt: Write an SEO Content Brief
A prompt for a writer-ready content brief with a target word count and heading structure, grounded in the given keyword and intent.
Prompt: Write an FAQ Section from a Topic
A prompt for an FAQ section built on real searcher questions, with answers that stay inside the supplied facts.
Prompt: Suggest Internal Links for a Page
A prompt for internal link suggestions with real anchor text and placement reasons, chosen only from a supplied page list.
Prompt: Cluster Keywords by Search Intent
A prompt for grouping a keyword list into intent-based clusters for content planning, without inventing search volume data.
Prompt: Rewrite a Page for Search Intent
A prompt for rewriting an underperforming page to match what searchers actually want, without inventing new claims or facts.
Prompt: Suggest Schema Markup for a Page
A prompt for a JSON-LD schema suggestion built only from facts the page actually states, flagging any field it can't support.
Prompt: Write an SEO Title and Meta Description
Get title tags and meta descriptions that fit the character limits and actually reflect search intent, not just stuffed keywords.
Prompt: Write a Blog Post
A structured, copy-ready prompt for getting well-organised blog posts out of ChatGPT, Claude or Gemini — with audience, tone and format built in.
Social media creators
Prompt: Write a Social Media Bio
A prompt for a platform-length social bio that leads with what you actually do, without generic buzzwords or invented achievements.
Prompt: Write Caption Variations for a Post
A prompt for three distinct caption options for the same post, each with a different angle instead of near-identical rewording.
Prompt: Write a Carousel Post Script
A prompt for a slide-by-slide carousel script with one idea per slide and a strict slide count, not a wall of text per card.
Prompt: Build a Social Media Content Calendar
A prompt for a one-week social content calendar with a specific post idea per day, sized to a realistic posting cadence.
Prompt: Repurpose a Blog Post for Social Media
A prompt for turning one blog post into platform-native social posts, built only from what the post actually says.
Prompt: Draft Replies to Social Media Comments
A prompt for comment replies that sound human and specific to each comment, instead of the same generic thank-you copied everywhere.
Prompt: Write a Short-Video Hook and Script
A prompt for a short-form video script with a timed hook and beat-by-beat structure that fits a stated runtime.
Developers
Prompt: Code Review Feedback
Get a structured, honest code review from an AI model instead of a vague 'looks good to me' or a wall of unprioritised nitpicks.
Prompt: Write a Commit Message and PR Description
A prompt for a clear commit message and pull request description built from your actual diff, explaining why the change was made.
Prompt: Debug Python Code
A copy-ready debugging prompt that gets the model to diagnose before it fixes — with reproduction steps, root cause and a tested correction.
Prompt: Explain Unfamiliar Code
A prompt for a clear, layered explanation of unfamiliar code — what it does, how data flows, and what's risky — before you change it.
Prompt: Build a Refactor Plan
A prompt for a staged, low-risk refactor plan that separates behaviour-preserving cleanup from riskier structural changes.
Prompt: Write Documentation for a Function or Module
A prompt for clear reference documentation — parameters, return values, edge cases and a usage example — generated from the actual code.
Prompt: Write Unit Tests
A copy-ready prompt for getting real, meaningful unit tests out of an AI model — covering edge cases, not just the happy path.
Prompt: Write an SQL Query
A prompt that gets a correct, readable SQL query on the first try by giving the model your schema and edge cases up front.
Data analysts
Prompt: Get a Chart Type Recommendation
Recommends exactly one chart type for a specific dataset and question, with the axis mapping and one reason to reject the next-best alternative.
Prompt: Build a Data Dictionary from a Schema
Turns a raw table schema into a plain-English data dictionary, one row per column, without guessing at meanings the schema doesn't confirm.
Prompt: Build a Dataset Cleaning Plan
Turns a rough description of a messy dataset into an ordered cleaning plan, listing each fix as a separate, checkable step before analysis starts.
Prompt: Write an Excel Formula from a Description
Turns a plain-English description of a calculation into a working Excel or Google Sheets formula, with a one-line explanation of how it works.
Prompt: Explain a Spreadsheet Formula
Explains what an existing Excel or Sheets formula does, one function at a time, plus the one edge case most likely to break it on real data.
Prompt: Design a Pivot Table Summary
Designs the exact rows, columns and values for a pivot table that answers one business question, instead of a vague suggestion to pivot the data.
Prompt: Turn a Business Question into an SQL Query
Translates a plain-English business question into a runnable SQL query against your schema, plus the one assumption made to resolve any ambiguity.
Small business owners and freelancers
Prompt: Build a Business Plan Outline
A prompt for a six-section business plan outline with one short paragraph per section, not a template with empty placeholder headings.
Prompt: Write an Invoice Reminder Email
A prompt for a polite overdue-invoice reminder that states the facts once, stays under 120 words and avoids sounding threatening.
Prompt: Draft an Internal Policy Document
A prompt for a short internal policy with exactly four labelled parts and no invented legal claims, ready for a founder to review.
Prompt: Write Pricing Page Copy
A prompt for pricing page copy with exactly three tiers, one benefit-led line each, and no invented features or discounts.
Prompt: Write a Client Proposal
A prompt for a short business proposal with exactly four headed sections and one clear call to action, not a vague sales pitch.
Prompt: Write a Supplier Negotiation Email
A prompt for a firm but collaborative supplier negotiation email that makes exactly one ask and states no invented figures.
Prompt: Build a Weekly Plan for the Business
A prompt for a five-day weekly plan that turns a task list into one prioritised focus per day, not an unsorted to-do dump.
Prompt: Write a One-Page Business Case
A prompt for a business case that states the actual costs, benefits and risk of doing nothing — not just an optimistic pitch.
Sales and customer support
Prompt: Summarise a Sales or Support Call
A prompt for a call summary with exactly three sections and a fixed number of next steps, not a loose recap of everything said.
Prompt: Write a Cold Outreach Email
A prompt for a short cold sales email that leads with the prospect's own situation and makes exactly one low-effort ask.
Prompt: Write a Follow-Up Email Sequence
A prompt for a three-email follow-up sequence with a distinct angle per email, spaced out, and no repeated pitch.
Prompt: Write a Knowledge-Base Article
A prompt for a support knowledge-base article with a numbered fix and exactly three steps, not a wall of unstructured advice.
Prompt: Draft Objection-Handling Responses
A prompt for exactly three response options to one sales objection, each under 60 words, without dismissing the prospect's concern.
Prompt: Reply to a Refund or Complaint Request
A prompt for a customer complaint reply that validates the issue first and states one clear outcome, without over-apologising.
Prompt: Reply to a Difficult Email
A prompt for drafting a calm, clear reply to a frustrated or confrontational email without either caving or escalating.
Prompt: Write a Support Reply Macro
A prompt for a reusable customer support macro under 90 words with one placeholder for personal detail, not a generic form letter.
Writers and content creators
Prompt: Build a Fiction Character Profile
A prompt for a four-part character profile that names one concrete flaw and one contradiction, not a list of admirable traits.
Prompt: Edit a Passage for Clarity
A prompt for a clarity edit that keeps the writer's meaning and voice, cuts filler words, and explains exactly three changes made.
Prompt: Write Headline Variations
A prompt for five distinct headline options under 100 characters each, covering different angles, not five near-identical rewordings.
Prompt: Turn Meeting Notes into Action Items
Convert messy meeting notes into a clear list of owners, actions and deadlines instead of a vague recap nobody follows up on.
Prompt: Write a Personal Newsletter Issue
A prompt for a personal newsletter issue with exactly three short sections and one sign-off line, not a rambling stream of updates.
Prompt: Rewrite Text in a Brand Voice
A prompt for rewriting a passage into a defined brand voice while keeping every fact unchanged, with exactly three voice traits applied.
Prompt: Build a Short Story Outline
A prompt for a five-beat short story outline with one sentence per beat, keeping stakes concrete instead of vaguely dramatic.
Image creators
Prompt: Create a Character Identity Reference Sheet
Turns one or two photos of a person into a labelled multi-angle reference sheet for keeping a face consistent in later AI images. Works with Gemini or ChatGPT when you attach the photo; use only photos you have permission to use.
Prompt: Generate an Illustration Style Guide Sheet
Generates one reference sheet of three sample illustrations in a single consistent style, for checking a style holds before a bigger set is made.
Prompt: Generate an Interior Design Concept
Generates one photorealistic interior concept render for a specific room, with layout, materials and lighting specified before generation.
Prompt: Generate a Logo Concept
Generates one flat, vector-style logo concept for a brand, with the mark, colours and negative space specified instead of left to chance.
Prompt: Generate a Portrait with Specific Lighting
Generates one portrait image with a named lighting setup and mood specified precisely, instead of leaving light direction and quality to chance.
Prompt: Write a Product Photo Prompt
A structured prompt for AI product photography that specifies lighting, composition and background instead of leaving them to chance.
Prompt: Generate a Social Media Ad Visual
Generates one scroll-stopping social ad image with a single focal offer and space for a headline, sized correctly for a square feed placement.
Prompt: Generate a Video Thumbnail
Generates one high-contrast video thumbnail with a clear focal point and space reserved for text, sized to read at small preview size.