Search AI Prompts - Find a Prompt by Task - Codextroop Prompt Library

ChatGPT + 3 more

Debug and Fix a Failing Piece of Code

Get a systematic diagnosis of a bug: likely cause, minimal fix, and the test that proves it.

Debug Code

ChatGPT, Claude, Cursor

Get a Senior-Level Code Review

Review code for correctness, security, performance and readability with severity-ranked findings.

Code Review

ChatGPT + 3 more

Explain Unfamiliar Code Line by Line

Understand inherited code fast: what it does, why, its dependencies and where it breaks.

Explain Code

Cursor, Claude, ChatGPT

Code Audit Before You Ship

Run a structured audit: correctness, security, a11y, and dead code - with file:line findings, not vibes.

Code Audit

ChatGPT, Claude, Cursor

Generate Meaningful Unit Tests for Existing Code

Produce tests that cover real behaviour and edge cases instead of trivially asserting implementation details.

Testing

ChatGPT, Claude, Cursor

Refactor a Legacy Function Safely

Restructure messy code in small, verifiable steps without changing observable behaviour.

Refactor Code

Claude

HTML Guide - Dark Sidebar Layout

Generate a self-contained dark-theme HTML guide with a fixed sidebar, section nav, cards, tables, and callouts - for any topic, not just code.

Documentation

ChatGPT + 3 more

CI/CD Pipeline

Build pipeline from code to production with tools, rollback paths, and time per stage.

Product Flow Diagrams

ChatGPT, Claude, Cursor

Design REST API Endpoints for a Feature

Get a clean REST design with resources, status codes, validation, pagination and error shapes - tailored to your language and framework.

API Development

ChatGPT + 3 more

Master End-to-End Flow

One presentation-ready infographic for any feature: lifecycle strip, flowchart, builder, list view, usage, and delete flow.

Product Flow Diagrams

ChatGPT + 3 more

AI Auto-Generate Pipeline

Horizontal pipeline showing how a product auto-generates a bot, report, or campaign, plus runtime architecture.

Product Flow Diagrams

Cursor, Claude, ChatGPT

Laravel + Livewire Security Audit & Hardening

A full-project Cursor master prompt that audits Laravel and Livewire apps through reconnaissance, attack-path analysis, safe validation, fixes, regression tests, and a documented rescan.

Security Audit

ChatGPT, Claude, Gemini

Professional Project Documentation Generator

Generate a full project document - product, requirements, architecture, security, MVP, and launch plan - suitable for planning, review, or client approval.

Project Planning

Claude

HTML Guide - Hero + Top Nav Layout

Generate a self-contained HTML guide with sticky top nav, gradient hero, TOC cards, diagrams, and rich content blocks - usable for any subject.

Documentation

ChatGPT + 3 more

Drag-and-Drop Flow Builder UI

UI screen of a node-based flow builder with a node library, canvas, minimap, and properties panel.

Product Flow Diagrams

ChatGPT + 3 more

Feature Spec Sheet

One-page product spec: decision diamond, priority logic, management screen, editor, data model, and benefits.

Product Flow Diagrams

ChatGPT + 3 more

Broadcast Campaign Flow

End-to-end broadcast campaign diagram with audience filters, a builder mockup, and a delivery report table.

Product Flow Diagrams

ChatGPT + 3 more

User Journey Map

Six-stage journey map with actions, touchpoints, emotions, pain points, and opportunities.

Product Flow Diagrams

ChatGPT + 3 more

System Architecture

Layered architecture from clients through services, data stores, and integrations, with protocols labeled.

Product Flow Diagrams

ChatGPT + 3 more

Flow Diagram Style Block

Reusable style lock to paste at the end of any flow prompt so diagrams share one visual system.

Product Flow Diagrams

Cursor, ChatGPT, Claude

Generate Tests for a Module

Add tests that match the repo's runner and style, covering the behaviour that would actually break users.

Generate Tests