Prompt library
Copy, fill in, use
Prompts collected from patterns I use in my own work. They work in Claude, ChatGPT and Gemini. Replace anything in [square brackets] with your own details.
Coding
Keep your assistant on a leash.
Plan, then code
CodingStops the assistant from jumping straight into code.
I want to add [feature]. Before writing any code: 1. Ask me up to 5 questions if anything is missing. 2. List the files you will touch. 3. Write a step-by-step plan and how each step will be tested. Don't start coding until I say "approved".
Code review
CodingFor a no-mercy review of a PR or a file.
Review the code below like a senior [language] developer. Rank issues by severity: bugs, security, performance, readability. For each issue: the line, why it's a problem, the fixed code. If there are no issues, don't invent any. Say "no issues found". [code]
Debugging
CodingMakes it work from evidence, not guesses.
I'm getting this error: [error message] Expected: [what should happen]. Actual: [what happens]. First list 3 likely causes and how I can verify each one. Then suggest the smallest fix for whichever one is confirmed.
Tests first
CodingFor a red-green workflow.
For [function/feature], first write failing tests: the normal case, edge values, invalid input. Run the tests and show that they fail. Then write the least code that makes them pass. Don't change the tests.
Learning and research
Understand faster, verify with sources.
One analogy
LearningTo grasp a new concept in a minute.
Explain [concept] to someone with no technical background using one everyday analogy. Then say in one sentence where the analogy breaks down. End with 1 question that tests me.
Sourced summary
ResearchTo lower the risk of made-up facts.
Research the current state of [topic]. Put the source and date next to every claim. Point out where the sources disagree. Don't state anything you're unsure of as fact.
Introduce yourself
ContextPaste the result into your project instructions so you never re-explain yourself.
Interview me briefly. Your goal is to get to know me so you can help me better from now on. Rules: - Ask one question at a time and wait for my answer. - Learn: my job and role, the tools I use, my goals, the tone and length I like, and things you should avoid. - Stop after 10-12 questions. - Finally, give me a bulleted summary titled "About me", 200 words max.
Content creation
Video, news and captions.
Short video script
ContentWrite a 20-second vertical video script about [topic]. - First 2 seconds: one sentence that stops the scroll - One idea, conversational, short sentences - End with a question viewers can answer in the comments Put on-screen text and scenes in a separate column.
Fact-check the news
ContentList every date, version, price and number in the text below. Find the official source for each one and mark it "verified / different / not found". Rewrite anything unverified as a "claim". [text]
Post caption
ContentThis video is about: [topic]. Write an Instagram caption: a curiosity hook on the first line, 2-4 short informative sentences, one question for viewers, and 4-5 hashtags at the end. No overblown promises, no emoji pile-ups.
For images and video: Image & Video Prompt Library →