AI Prompts Library

Featured

Long-Form Blog Post Outline

Turns a topic and audience into a section-by-section outline with angles, not just headings.

ChatGPT Claude Gemini

Text Beginner 3 320

You are an experienced editor for a publication read by [AUDIENCE].

Build a detailed outline for an article titled "[TOPIC]".

For each section give me:
1. The H2 heading, written as a specific claim rather than a label
2. Two or three bullet points of what it must cover
3. The one example, number or story that would make it concrete
4. Roughly how many words it deserves

Target length: [WORD_COUNT] words. Reading level: plain English, no jargon unless the audience uses it daily.

Before the outline, list the three questions a reader arrives with. After it, name the two sections most writers would include that we should cut, and say why.

Featured

Kill the Filler Pass

Writing & Content

An editing pass that removes hedge words and empty sentences and shows you what it cut.

Claude ChatGPT Gemini

Text Intermediate 1 260

Open

Edit the text below for density. Do not rewrite the argument — remove what is not carrying weight.

Remove:
- Hedges: "very", "really", "quite", "I think", "it seems", "arguably"
- Throat-clearing openers that delay the point
- Sentences that restate the previous sentence
- Adverbs the verb already implies

Keep: every fact, every deliberate qualifier where the uncertainty is real, the author's rhythm.

Return two things:
1. The edited text
2. A table of the ten most significant cuts: what was removed, and one word on why

Report the before and after word count.

TEXT:
[TEXT]

Featured

Landing Page Copy From One Offer

Marketing & Ads

A full landing page built from the offer, the audience and the objection — not a template fill.

ChatGPT Claude Gemini

Text Intermediate 4 420

Open

You are a direct-response copywriter. Write the copy for a landing page.

PRODUCT: [PRODUCT]
AUDIENCE: [AUDIENCE]
THE ONE THING IT DOES: [CORE_BENEFIT]
BIGGEST OBJECTION: [OBJECTION]

Deliver, in order:
1. Five headline options. Each must be understandable with zero context.
2. A subhead that adds information rather than restating the headline.
3. Three benefit blocks: heading, two sentences, and the proof that makes it credible.
4. A section that names [OBJECTION] out loud and answers it without defensiveness.
5. Two CTA button labels — never "Learn more" or "Get started".
6. A three-question FAQ covering what a buyer actually stalls on.

No superlatives you cannot support. If a claim needs a number I have not given you, write [NEEDS PROOF] instead of inventing one.

Featured

Keyword Cluster by Search Intent

SEO & Search

Groups a raw keyword list by what the searcher actually wants, then maps clusters to pages.

ChatGPT Claude Gemini +1

Text Intermediate 2 360

Open

Here is a raw keyword list for [TOPIC]:

[KEYWORDS]

Group them by SEARCH INTENT, not by string similarity. Use: informational, comparison, commercial, transactional, navigational.

For each cluster return a table with: cluster name, the keywords in it, the intent, the single page type that serves it (guide, comparison, listing, product, tool), and the one question the page must answer in its first paragraph.

Then:
- Flag any keyword that belongs to no cluster and say why it is a distraction.
- Flag any two clusters that would cannibalise each other if built as separate pages, and say which one to build.
- Order the clusters by how quickly a new site could realistically rank, easiest first, and say what that judgement is based on.

Featured

Refactor With the Constraints Stated

Coding & Development

A refactor that respects your language version and does not silently change behaviour.

Claude ChatGPT GitHub Copilot

Code Intermediate 3 380

Open

Refactor the [LANGUAGE] code below.

CONSTRAINTS — these are hard:
- Language/runtime version: [VERSION]. Do not use anything newer.
- Behaviour must be identical, including error cases and edge cases.
- Keep the public signature unless I say otherwise.
- Match the surrounding style: naming, comment density, idiom.

Goals, in priority order: correctness, then readability, then performance.

Return:
1. The refactored code
2. A numbered list of every change and the reason
3. Anything you noticed that is a real bug — separately, NOT fixed inline, so I can decide
4. Any behaviour you could not preserve, stated plainly

If the code is already fine, say so instead of churning it.

CODE:
[CODE]

Featured

Code Review That Ranks by Severity

Coding & Development

A review that separates real bugs from taste, so you know what must be fixed.

Claude ChatGPT

Code Advanced 2 400

Open

Review this [LANGUAGE] diff as a senior engineer on the team.

Sort every finding into exactly one bucket:
- BUG: it will produce a wrong result or crash. Give the concrete input that triggers it and the wrong output.
- RISK: it is correct today and fragile tomorrow. Say what change would break it.
- SIMPLIFY: same behaviour, materially less code or less indirection.
- TASTE: you would write it differently. Keep this section short.

Rules:
- No finding without a failure scenario or a concrete replacement.
- Do not report style the file already violates consistently — match the surrounding code.
- If you find nothing in a bucket, write "none" rather than manufacturing one.

DIFF:
[DIFF]

Featured

SQL From a Question in English

Data & Analysis

Writes the query, states the assumptions it made, and flags where the schema is ambiguous.

Claude ChatGPT GitHub Copilot

Code Intermediate 3 340

Open

Write a [DIALECT] query that answers this question:

[QUESTION]

Schema:
[SCHEMA]

Return:
1. The query, formatted and commented where a clause is non-obvious
2. Every assumption you made — especially about NULLs, duplicates, time zones and what counts as "active"
3. Any place the schema is ambiguous enough that a reasonable person would write a different query, and what you would need to know to decide
4. A rough note on what will be slow at scale and which index would fix it

Do not invent columns. If the question cannot be answered from this schema, say which column is missing.

Featured

Product Photograph on a Clean Set

Design & Image

A product shot prompt with subject, lens, light and surface as separate levers you can swap.

Midjourney DALL-E Stable Diffusion

Image Beginner 5 90

Open

[PRODUCT] photographed on a [SURFACE] surface, [BACKGROUND] background, three-quarter angle, [LIGHTING] lighting from the upper left with a soft fill on the right, subtle contact shadow, shallow depth of field, shot on an 85mm lens at f/2.8, colour palette [PALETTE], commercial product photography, sharp focus on the label, no text overlay, no watermark --ar 4:5 --style raw

Featured

Single Cinematic Shot

Video & Motion

One shot described with subject, camera move, lens and light — the four things video models read...

Sora Runway

Video Beginner 9 110

Open

[SHOT_SIZE] shot of [SUBJECT] [ACTION], camera [CAMERA_MOVE] at a steady pace, [LENS] lens, [TIME_OF_DAY] light with [LIGHT_QUALITY], [LOCATION], shallow depth of field, natural motion blur, cinematic colour grade with lifted shadows, 24fps, no cuts, no text on screen. Duration [DURATION] seconds.

Featured

Competitor Teardown Without the Flattery

Business & Strategy

Analyses a competitor honestly, including the parts where they are better than you.

Claude ChatGPT Perplexity

Text Advanced 3 420

Open

Analyse [COMPETITOR] as a competitor to [OUR_PRODUCT] in the [MARKET] market.

Cover:
1. Who they are genuinely the best choice for. Be specific and do not soften it.
2. Their positioning, in their own words, and what it implicitly concedes
3. Pricing model and what it tells you about who they want as a customer
4. Where they are structurally weak — something that would be hard for them to fix, not a missing feature
5. Where WE are weaker, stated as plainly as point 4
6. The customer segment they are not serving well, and whether that segment is worth having
7. The one move they could make that would hurt us most

Use only what you can state as fact or clearly label as inference. Mark anything you are unsure of with [NOT VERIFIED] rather than presenting it confidently.

Featured

Explain It at Three Levels

Education & Learning

The same concept explained three ways, so you can find the rung you are actually on.

ChatGPT Claude Gemini +1

Text Beginner 2 320

Open

Explain [CONCEPT] three times.

1. To someone who has never heard of it. One analogy from everyday life, no jargon at all, about 120 words.
2. To someone with general knowledge of [FIELD]. Introduce the real terms, say what problem it solves and what it replaced. About 250 words.
3. To a practitioner. The precise definition, the edge cases, where the common explanation in level 1 breaks down, and the thing people get wrong after they think they understand it.

After all three: the single sentence that carries the most understanding per word, and one question I could answer to check I have actually got it.

Featured

Meeting Notes Into Owned Actions

Productivity

Extracts decisions and actions with owners, and flags what was left unresolved.

ChatGPT Claude Gemini +1

Text Beginner 1 240

Open

Turn these meeting notes into something useful.

[NOTES]

Return:
1. DECISIONS — what was actually decided, one line each. Not topics discussed.
2. ACTIONS — a table of action, owner, and due date. If an owner was never named, write UNASSIGNED rather than guessing.
3. OPEN — questions raised and not resolved, with who needs to answer
4. The one thing in these notes that will cause a problem if nobody follows up

Do not summarise the discussion. Nobody re-reads a summary of a meeting they attended. If a decision was implied but never stated, list it under OPEN, not DECISIONS.

Featured

Apology That Does Not Sound Corporate

Customer Support

Owns the problem, says what changed, and skips the phrases that make people angrier.

Claude ChatGPT Gemini

Text Intermediate 4 260

Open

Write a reply to an unhappy customer.

WHAT HAPPENED: [ISSUE]
OUR FAULT OR NOT: [FAULT]
WHAT WE CAN ACTUALLY DO: [REMEDY]
CUSTOMER'S TONE: [TONE]

Rules:
- Acknowledge the specific thing that went wrong, in their words, in the first sentence
- If it was our fault, say so plainly. "We apologise for any inconvenience" is not an apology.
- State what we are doing, with a time
- Never say "as per our policy", "we understand your frustration", or "reaching out"
- Do not promise anything not in [REMEDY]
- Match their register: if they are furious, be shorter and plainer, not warmer

Give me the reply, then a one-line note on anything I should check before sending.

Featured

Hooks That Are Not Clickbait

Social Media

Twenty opening lines for one idea, each using a different mechanism.

ChatGPT Claude Gemini +1

Text Beginner 3 240

Open

Give me 20 opening lines for a post about [TOPIC], aimed at [AUDIENCE] on [PLATFORM].

Use a different mechanism for each, and label it: specific number, contrarian take, mistake, before/after, question, confession, observation, comparison, warning, unfinished sentence.

Rules:
- Each must be true, or clearly framed as opinion
- Each must stand alone with zero context
- No "Let that sink in", no "Here's the thing", no fake stakes
- Under 15 words each

Then pick the three strongest and say, in one line each, what makes them work.

Featured

Steel-Man the Opposing Case

Research & Insights

Builds the strongest honest version of the argument you disagree with.

Claude ChatGPT

Text Advanced 1 340

Open

I believe: [MY_POSITION]

Build the strongest honest case AGAINST it.

Rules:
- Argue as someone who genuinely holds this view and is well-informed, not as a debate exercise
- Use the best evidence available to that side, not the weakest
- Do not include an argument you think is bad just to have three
- Where the counter-case rests on a value judgement rather than a fact, say so — that is where real disagreement lives

Then:
1. Which part of my position survives this intact
2. Which part does not, stated plainly
3. The single piece of evidence that would move me most, and whether it exists
4. What we would have to agree on before the disagreement could be resolved at all

Do not conclude that both sides have a point.

Featured

Resume Bullets With Numbers In Them

Career & Resume

Rewrites duty-list bullets into outcomes, and asks for the number when you have not given one.

ChatGPT Claude Gemini

Text Beginner 2 240

Open

Rewrite these resume bullets for a [TARGET_ROLE] role.

[BULLETS]

For each, produce: action verb, what you did, and the measurable result.

Rules:
- No "responsible for", "helped with", "worked on"
- Lead with the outcome where the outcome is the impressive part
- One line each. Two only if the second earns it.
- Where I have given you no number, do NOT invent one — write [NUMBER?] and tell me exactly what to go and find
- Mirror the language of [TARGET_ROLE] job descriptions without keyword-stuffing

Then: the two bullets to cut entirely, and the one thing missing that this role will expect to see.

Rewrite for a Named Reading Level

Writing & Content

Rewrites any passage at a chosen reading level without flattening the meaning.

ChatGPT Claude Gemini +1

Text Beginner 2 210

Open

Rewrite the text below so a [READING_LEVEL] reader can follow it on the first pass.

Rules:
- Keep every fact, number and caveat. If something cannot survive the simplification, keep it and explain it instead of dropping it.
- Replace jargon with the plain word, then put the jargon in brackets the first time.
- Shorten sentences, but do not chop them into a list of fragments.
- Keep the author's voice. Do not make it cheerful.

Return the rewrite, then a short list of every term you replaced and what you replaced it with.

TEXT:
[TEXT]

Newsletter Issue From Rough Notes

Writing & Content

Takes scrappy notes and returns a finished issue with a subject line worth opening.

ChatGPT Claude

Text Intermediate 3 380

Open

You write a newsletter for [AUDIENCE] with a [TONE] voice.

Turn the notes below into a complete issue:

1. Three subject lines — one curiosity, one benefit, one plain-spoken. Under 55 characters each.
2. A one-line preview text that does not repeat the subject.
3. The issue itself: an opening that earns the next line, two or three short sections with subheads, and a close with exactly one call to action.
4. Cut anything the reader already knows.

Do not invent facts that are not in the notes. Where a note is too thin to use, say so in a short editor's note at the end instead of padding it.

NOTES:
[NOTES]

Stop starting from a blank box. Prompts that actually specify what you want

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