Prompt Library

44 carefully written prompts for coding, writing, analysis and more. Pick one, fill in the blanks, then copy it or run it with AI. Save your own prompts too — they stay in your browser.

Coding

Implement a feature from a spec

Turns a feature description into production-ready code with tests and notes on trade-offs.

Coding

Write thorough unit tests

Generates a focused test suite, including edge cases and failure modes.

Coding

Refactor for readability

Restructures code without changing behaviour and explains each change.

Coding

Write a SQL query

Produces a correct, efficient SQL query from a plain-English question and a schema.

Coding

Translate code between languages

Ports code idiomatically to another language, not line-by-line.

Coding

Build a regular expression

Creates a regex from examples and explains it piece by piece.

Debugging

Diagnose an error

Finds the root cause of an error from the stack trace and code, and proposes a fix.

Debugging

Find a performance bottleneck

Analyses slow code and suggests measured optimisations.

Debugging

Rubber-duck a confusing bug

Asks targeted questions to narrow down a bug when you are stuck.

Code Review

Thorough code review

Reviews a diff for bugs, security issues and maintainability, ranked by severity.

Code Review

Security review

Checks code for common vulnerabilities (OWASP-style) with exploit scenarios.

Code Review

Write a pull request description

Creates a clear PR description from a diff, ready for reviewers.

Writing

Draft a blog post

Writes a structured, engaging blog post for a specific audience.

Writing

Write a professional email

Writes a clear, polite email that gets to the point and has a clear ask.

Writing

Write a README

Creates a clear README for a project from a description and code.

Writing

Turn jargon into plain English

Rewrites technical content for a non-technical audience without losing accuracy.

Editing

Proofread and tighten

Fixes grammar and cuts wordiness while preserving your voice.

Editing

Change the tone

Rewrites text in a different tone while keeping the content.

Editing

Get editorial feedback

Critiques a draft like a good editor: structure, clarity, argument.

Marketing

Landing page copy

Writes benefit-led landing page copy with headline variants.

Marketing

Social media posts

Creates platform-specific posts from one piece of content.

Marketing

SEO content brief

Builds a content brief for a target keyword: intent, outline, FAQs.

Business & Strategy

SWOT analysis

Builds a grounded SWOT analysis with actionable implications.

Business & Strategy

Decision memo

Lays out options, trade-offs and a recommendation for a decision.

Business & Strategy

Summarise a meeting

Turns a transcript or notes into decisions, action items and open questions.

Business & Strategy

Customer support reply

Writes an empathetic, accurate support reply following your policy.

Data & Analysis

Analyse a dataset

Finds patterns, anomalies and insights in pasted data.

Data & Analysis

Extract structured data to JSON

Pulls fields out of unstructured text into a JSON shape you define.

Data & Analysis

Classify items into categories

Labels a list of items (tickets, reviews…) with your categories.

Data & Analysis

Find themes in feedback

Groups open-ended feedback into themes with counts and quotes.

Learning

Explain a concept step by step

Teaches a concept at your level with examples and a quick check.

Learning

Create a learning plan

Builds a week-by-week plan with resources and practice projects.

Learning

Explain this code

Walks through unfamiliar code from big picture to details.

Learning

Make flashcards from notes

Turns notes into Q&A flashcards for spaced repetition.

Productivity

Break down a big task

Splits a project into small, ordered, doable steps.

Productivity

Weekly review

Reflects on your week and sets priorities for the next one.

Productivity

Summarise a long document

Summarises a document at the depth you need, with key quotes.

Career

Improve resume bullets

Rewrites resume bullets to be specific, quantified and results-focused.

Career

Interview practice

Generates likely interview questions and strong answer outlines.

Career

Tailored cover letter

Writes a concise cover letter matched to a job description.

Claude Code

Explore a codebase before changing it

Asks Claude Code to investigate and plan before writing any code.

Claude Code

Test-driven change

Has Claude Code write failing tests first, then implement until they pass.

Claude Code

Fix a GitHub issue end-to-end

A complete workflow: understand, reproduce, fix, test and open a PR.

Claude Code

Review my uncommitted changes

Self-review before committing: bugs, leftovers and missing tests.

Pick a prompt

Choose any prompt on the left to fill in its blanks and preview the result. Star the ones you use often — favorites are saved in your browser.

  • Why these work: each prompt states the task clearly, wraps your input in XML tags, and spells out the output format.
  • Run with AI sends the filled prompt to the AI Playground (your own API key) or opens it in claude.ai.