Code & Apps

Create mode. Pick a subcategory or browse everything below.

• Web Apps 15
• Automation 13
• APIs 14
• Data Scripts 14
• Code Review & Debugging 14
• Testing 15

Prompts

• REST API Design From Requirements

  Design resources, endpoints, and error conventions.

  Create Code & Apps / APIs intermediate Role brief Any AI

• API Integration Client Wrapper

  Write a typed client for a third-party API.

  Create Code & Apps / APIs intermediate Interview first Any AI

• Webhook Receiver Implementation

  Build a reliable, secure webhook endpoint.

  Create Code & Apps / APIs intermediate Role brief Any AI

• GraphQL Schema From Product Requirements

  Design a GraphQL schema with pagination and auth.

  Create Code & Apps / APIs advanced Role brief Any AI

• API Documentation Writer

  Create clear developer docs from endpoint details.

  Create Code & Apps / APIs beginner Few shot Has example Any AI

• API Rate Limiting and Quota Design

  Define fair usage limits and the enforcement logic.

  Create Code & Apps / APIs advanced Role brief Any AI

• Payment Provider Integration Walkthrough

  Plan a safe checkout integration using a hosted payment provider.

  Create Code & Apps / APIs advanced Role brief Any AI

• API Versioning and Migration Strategy

  Plan breaking changes without losing customers.

  Create Code & Apps / APIs advanced Decision tree Has example Any AI

• API Client SDK Design for Developers

  Design a developer-friendly client library.

  Create Code & Apps / APIs advanced Role brief Any AI

• Event-Driven Architecture Design for Integrations

  Design events and consumers for system integration.

  Create Code & Apps / APIs advanced Role brief Any AI

• Public API Launch Checklist

  Prepare an API for external developers.

  Create Code & Apps / APIs intermediate Rubric scoring Any AI

• OAuth Integration Walkthrough

  Implement authorization flows correctly.

  Create Code & Apps / APIs advanced Role brief Any AI

• API Error Handling and Retry Design

  Design consistent errors and safe retries.

  Create Code & Apps / APIs intermediate Role brief Any AI

• Pagination and Filtering API Design

  Choose cursor or offset pagination and design filters.

  Create Code & Apps / APIs intermediate Decision tree Any AI

• Workflow Automation Designer

  Design a no-code or scripted automation.

  Create Code & Apps / Automation beginner Role brief Any AI

• Scheduled Script With Logging

  Create a robust cron-style script.

  Create Code & Apps / Automation intermediate Few shot Has example Any AI

• Email Triage and Auto-Labeling Rules

  Design rules and scripts to sort an inbox.

  Create Code & Apps / Automation beginner Role brief Any AI

• File Organizer Script

  Write a safe script to sort and rename files.

  Create Code & Apps / Automation beginner Role brief Any AI

• Web Data Collection Pipeline (Responsible Scraping)

  Plan a polite, legal-aware scraper.

  Create Code & Apps / Automation advanced Decision tree Any AI

• Spreadsheet-to-Document Mail Merge Automation

  Generate personalized documents from rows of data.

  Create Code & Apps / Automation intermediate Role brief Any AI

• Alerting and Monitoring Bot for Business Metrics

  Notify the team when numbers move unexpectedly.

  Create Code & Apps / Automation intermediate Role brief Any AI

• Multi-Step Business Process Automation Blueprint

  Break a manual process into automatable steps with approvals.

  Create Code & Apps / Automation advanced Table output Any AI

• Customer Onboarding Automation Blueprint

  Automate repetitive onboarding tasks safely.

  Create Code & Apps / Automation intermediate Role brief Any AI

• Report Automation From Multiple Sources

  Combine data sources into an automatic weekly report.

  Create Code & Apps / Automation advanced Role brief Any AI

• Browser Automation Script for Repetitive Web Tasks

  Automate allowed web tasks reliably.

  Create Code & Apps / Automation intermediate Checklist Needs web browsing ChatGPT, Gemini, Claude

• Backup and Restore Automation Plan

  Automate backups and prove they restore.

  Create Code & Apps / Automation intermediate Role brief Any AI

• Document Processing Pipeline: OCR and Data Extraction

  Turn scanned documents into structured data.

  Create Code & Apps / Automation advanced Role brief Any AI

• Bug Triage Interview

  Collect the right facts before guessing at a cause.

  Create Code & Apps / Code Review & Debugging beginner Role brief Any AI

• Stack Trace Interpreter

  Explain an error trace and propose targeted checks.

  Create Code & Apps / Code Review & Debugging beginner Interview first Has example Any AI

• Pull Request Review Assistant

  Review a diff with prioritized comments.

  Create Code & Apps / Code Review & Debugging intermediate Role brief Any AI

• Minimal Reproduction Builder

  Reduce a large failing case to the smallest example.

  Create Code & Apps / Code Review & Debugging intermediate Role brief Any AI

• Performance Regression Detective

  Find which change slowed something down.

  Create Code & Apps / Code Review & Debugging advanced Decision tree Any AI

• Concurrency Bug Analysis

  Reason about races, deadlocks, and shared state.

  Create Code & Apps / Code Review & Debugging advanced Role brief Any AI

• Rubber Duck Debugging Dialogue

  A structured self-explanation session that finds the bug.

  Create Code & Apps / Code Review & Debugging beginner Role brief Any AI

• Refactoring Plan for a Large Function

  Break a 300-line function into safe steps.

  Create Code & Apps / Code Review & Debugging intermediate Before after Has example Any AI

• Production Incident Debugging Runbook

  Debug a live issue methodically.

  Create Code & Apps / Code Review & Debugging advanced Role brief Any AI

• Code Comprehension of an Unfamiliar Codebase

  Quickly understand code you did not write.

  Create Code & Apps / Code Review & Debugging intermediate Role brief Any AI

• Security Fix Review and Patch Validation

  Verify that a vulnerability fix is complete.

  Create Code & Apps / Code Review & Debugging advanced Checklist Any AI

• Legacy Bug Archaeology: Tracing Why Code Behaves This Way

  Understand history before changing odd code.

  Create Code & Apps / Code Review & Debugging intermediate Role brief Any AI

• Debugging Flaky Network and Timeout Issues

  Isolate intermittent connectivity problems.

  Create Code & Apps / Code Review & Debugging advanced Role brief Any AI

• Code Review Checklist for Your Team

  Build a practical checklist tuned to your stack.

  Create Code & Apps / Code Review & Debugging beginner Table output Any AI

• Data Cleaning Script Generator

  Generate reproducible data cleaning code.

  Create Code & Apps / Data Scripts beginner Role brief Any AI

• SQL Query Writer With Explanation

  Write and explain queries from business questions.

  Create Code & Apps / Data Scripts intermediate Few shot Has example Any AI

• CSV Merge and Deduplicate Tool

  Combine messy files with reliable keys.

  Create Code & Apps / Data Scripts beginner Role brief Any AI

• Exploratory Data Analysis Notebook Outline

  Structure an EDA that finds problems before modeling.

  Create Code & Apps / Data Scripts intermediate Role brief Any AI

• Time Series Aggregation and Forecasting Starter

  Aggregate events and produce a baseline forecast.

  Create Code & Apps / Data Scripts advanced Table output Any AI

• API-to-Database ETL Job

  Move data from an API into a warehouse reliably.

  Create Code & Apps / Data Scripts advanced Role brief Any AI

• Report Generator: Data to Formatted PDF or HTML

  Produce a recurring report from a dataset.

  Create Code & Apps / Data Scripts intermediate Role brief Any AI

• Text Data Cleaning and Keyword Extraction

  Process text records into usable categories.

  Create Code & Apps / Data Scripts intermediate Before after Any AI

• Dashboard Data Preparation Pipeline

  Prepare clean data for a BI tool.

  Create Code & Apps / Data Scripts intermediate Role brief Any AI

• Web Analytics Log Processing Script

  Analyze server or event logs for insights.

  Create Code & Apps / Data Scripts intermediate Role brief Any AI

• Data Migration Script With Validation and Rollback

  Move data between systems safely.

  Create Code & Apps / Data Scripts advanced Checklist Any AI

• Data Anonymization Script

  Remove or mask personal data for analysis or testing.

  Create Code & Apps / Data Scripts advanced Role brief Any AI

• Spreadsheet to Database Import Script

  Load spreadsheet data safely into a database.

  Create Code & Apps / Data Scripts intermediate Role brief Any AI

• Log Anomaly Detection Starter

  Detect unusual patterns in logs with simple methods.

  Create Code & Apps / Data Scripts advanced Decision tree Any AI

• Unit Test Generator With Edge Cases

  Write thorough unit tests for a function.

  Create Code & Apps / Testing beginner Role brief Any AI

• Test Plan for a New Feature

  Create a risk-based manual and automated test plan.

  Create Code & Apps / Testing intermediate Table output Has example Any AI

• End-to-End Test Scenarios From User Journeys

  Define stable browser tests for critical paths.

  Create Code & Apps / Testing intermediate Role brief Needs web browsing ChatGPT, Gemini, Claude

• API Contract and Integration Tests

  Verify behavior across service boundaries.

  Create Code & Apps / Testing advanced Role brief Any AI

• Test Data and Fixtures Strategy

  Create realistic, safe, repeatable test data.

  Create Code & Apps / Testing intermediate Checklist Any AI

• Exploratory Testing Charters

  Plan time-boxed exploratory sessions.

  Create Code & Apps / Testing beginner Role brief Any AI

• Mutation and Property-Based Testing Introduction

  Strengthen tests beyond example-based checks.

  Create Code & Apps / Testing advanced Role brief Any AI

• Performance Test Scripts for Critical Endpoints

  Write load test scripts with realistic user behavior.

  Create Code & Apps / Testing advanced Few shot Needs web browsing ChatGPT, Gemini, Claude

• Test-Driven Development Walkthrough for a New Function

  Practice TDD with guided steps.

  Create Code & Apps / Testing beginner Role brief Any AI

• Flaky Test Investigation Guide

  Diagnose and fix unreliable tests.

  Create Code & Apps / Testing intermediate Role brief Any AI

• Accessibility and Visual Regression Test Setup

  Automate checks for accessibility and appearance.

  Create Code & Apps / Testing intermediate Checklist Needs web browsing ChatGPT, Gemini, Claude

• Database Migration and Data Integrity Testing

  Test schema changes and data movement.

  Create Code & Apps / Testing advanced Role brief Any AI

• Accessibility Testing Plan for a Web App

  Combine automated and manual accessibility testing.

  Create Code & Apps / Testing intermediate Role brief Needs web browsing ChatGPT, Gemini, Claude

• Test Strategy for a Data Pipeline

  Test data transformations and quality.

  Create Code & Apps / Testing advanced Table output Has example Any AI

• Regression Test Suite Prioritization

  Decide what to run when time is short.

  Create Code & Apps / Testing intermediate Role brief Any AI

• Web App Spec to Working MVP Plan

  Turn an idea into a phased build plan.

  Create Code & Apps / Web Apps intermediate Role brief Any AI

• Component Builder With Accessibility

  Generate a reusable accessible UI component.

  Create Code & Apps / Web Apps intermediate Few shot Needs web browsing ChatGPT, Gemini, Claude

• Database Schema Design Workshop

  Design tables, keys, and constraints from a feature description.

  Create Code & Apps / Web Apps intermediate Role brief Any AI

• Authentication Flow Implementation Guide

  Plan a secure sign-up, login, and session design.

  Create Code & Apps / Web Apps advanced Role brief Any AI

• Responsive Dashboard Layout in CSS Grid

  Generate layout code with fluid behavior and accessible structure.

  Create Code & Apps / Web Apps intermediate Table output Needs web browsing ChatGPT, Gemini, Claude

• Form Handling With Validation and UX

  Build client and server validation with friendly errors.

  Create Code & Apps / Web Apps intermediate Role brief Any AI

• Real-Time Feature Architecture Options

  Compare polling, SSE, and WebSockets for a feature.

  Create Code & Apps / Web Apps advanced Role brief Needs web browsing ChatGPT, Gemini, Claude

• Progressive Web App Conversion Plan

  Turn a web app into an installable, offline-capable PWA.

  Create Code & Apps / Web Apps intermediate Decision tree Any AI

• Full-Stack Feature Implementation Plan

  Plan a feature across database, API, and UI.

  Create Code & Apps / Web Apps advanced Role brief Any AI

• Frontend State Management and Data Fetching Review

  Choose and structure state handling for a web app.

  Create Code & Apps / Web Apps advanced Role brief Any AI

• Accessible Form Component Library Starter

  Build form building blocks that are accessible by default.

  Create Code & Apps / Web Apps advanced Checklist Any AI

• Performance Budget and Frontend Build Setup

  Set up measurable performance guardrails.

  Create Code & Apps / Web Apps intermediate Role brief Any AI

• Admin Dashboard CRUD Feature Build Plan

  Plan secure create, read, update, and delete screens.

  Create Code & Apps / Web Apps intermediate Role brief Any AI

• File Upload Feature Implementation

  Build safe uploads with previews and limits.

  Create Code & Apps / Web Apps intermediate Interview first Needs file upload / long context Claude, Gemini, ChatGPT

• Search Feature Implementation: Database vs Search Engine

  Choose and implement search appropriately.

  Create Code & Apps / Web Apps advanced Role brief Any AI

No prompts match those filters.