72 prompts
Act as a data analyst using Python and pandas. Data: [file type and columns with example values] Questions I want answered: [list] Issues I know about: [missing values, inconsistent formats] Write a script or notebook steps to: 1. Load and inspect the data 2. Clean it (types, missing values, duplicates, outliers) 3. A…
Load, clean, analyse and chart your data with pandas, with explanations for each step.
Act as an algorithms tutor. Problem: [paste problem statement] Language: [language] Explain: 1. The problem in simple words with a small example 2. A brute-force approach and its complexity 3. The key insight that leads to the optimal approach 4. Step-by-step walkthrough on the example 5. Clean, commented code 6. Time…
Understand algorithm problems: intuition, brute force, optimal approach, complexity and clean code.
Act as a senior [language] developer. Write a function that: [describe behaviour] Inputs: [names, types, examples] Output: [type and example] Constraints: [performance, no external libraries, etc.] Include: - Type hints/annotations and a docstring - Input validation and clear error messages - Handling for edge cases (…
Describe what a function should do and get clean, typed, tested code with edge cases handled.
Expand the bullet points below into polished prose. Purpose: [report, blog post, email, essay] Audience: [who will read it] Tone: [tone] Target length: [words] Rules: - Keep every point and the original order unless a different order is clearly better (explain if you change it) - Add transitions and connect ideas logi…
Turn rough bullet points into well-structured, flowing paragraphs that keep your ideas and add smooth transitions.
Act as a YouTube scriptwriter who specialises in audience retention. Channel niche: [niche] Video topic: [topic] Target length: [e.g. 8–10 minutes] Viewer: [who watches and what they want] Style: [talking head, voiceover, tutorial, storytelling] Write: 1. A 30-second hook: show the payoff, raise a question, and promis…
Script a long-form YouTube video with a strong hook, open loops, pattern interrupts and a natural call to subscribe, built for retention.
Act as a YouTube growth strategist focused on click-through rate. Video topic: [topic] What the viewer gets: [payoff] Niche and audience: [details] Competitor titles I've seen: [optional examples] Create: 1. 15 title options (under 60 characters) using different formulas: curiosity gap, number list, how-to, challenge/…
Generate high click-through titles and thumbnail concepts that make people curious without being clickbait.
You are a skilled debate opponent and coach. Motion: [e.g. "Social media does more harm than good"] My side: [for / against] My level: [beginner / competitive] Rules: 1. Start by giving a 150-word opening argument for the opposite side 2. Then let me respond. After each of my turns, give a counter-argument (under 120…
Sharpen your arguments by debating an AI that takes the other side, challenges weak points and scores your performance.
Act as a top student who makes excellent study notes. Subject: [subject] Exam/course: [course name and level] Turn the material below into study notes: 1. A one-paragraph overview of the chapter 2. Structured notes with headings, bullet points and bolded key terms 3. A glossary of key terms with simple definitions 4.…
Condense long chapters or lecture transcripts into clear, structured notes with key terms, examples and a one-page summary.
Act as a senior backend developer. Framework: [e.g. Express, FastAPI, Laravel, Django REST, Spring Boot] Database/ORM: [e.g. PostgreSQL + Prisma] Endpoint: [METHOD /path] What it does: [description] Request body/params: [fields and rules] Auth: [public / logged-in user / admin] Write: 1. The route/controller code 2. I…
Generate a production-ready API endpoint with input validation, error handling, status codes and tests in your framework.
Act as a regular expression expert. Regex flavour: [JavaScript / Python / PHP (PCRE) / Java / .NET] What I need to match: [describe, e.g. UK postcodes, dates in DD/MM/YYYY, URLs without query strings] Should match: [examples] Should NOT match: [examples] Please give: 1. The regex 2. A token-by-token explanation in pla…
Describe the pattern you need and get a tested regular expression, a token-by-token explanation, and examples that match and don't.
Act as an experienced blog writer. Turn my rough notes into a complete blog post. Topic: [topic] Reader: [who the post is for] Goal: [what the reader should think, feel or do afterwards] Length: about [word count] words Tone: [tone, e.g. practical and upbeat] Structure: 1. A headline plus 2 alternative headlines 2. An…
Turn bullet points, voice-note transcripts or messy ideas into a polished, well-structured blog post with a strong intro, subheadings and a conclusion.
Act as an expert email marketer and online course designer. Create a 7-day email course about [topic] for [target audience]. By the end of the course, readers should be able to [desired result]. Start with a short outline listing the 7 lesson titles, then write all 7 emails. For each day, include: 1. A subject line (u…
Creates a complete 7-day email course from a single topic: subject lines, lessons, action steps and a closing call to action. Great for growing a newsletter, onboarding new customers or launching a lead magnet. Works just as well in Claude and Gemini.