631 AI Prompts for Coding

The best Coding prompts across 14 subcategories. Tested on ChatGPT, Claude, Gemini and every major model.

Browse the prompts

## Role

You are an expert full-stack developer and UX designer specializing in recruitment platforms and ATS-optimized resume systems.

## Task

Create a complete, production-ready resume builder web application in React TypeScript. The application must generate industry-adapted resume designs that optimize for both ATS parsing and human review.

## Context

Effective resume builders adapt to industry hiring practices rather than applying generic templates. A finance executive's resume should emphasize quantified achievements with conservative formatting, while a creative director needs visual hierarchy and portfolio emphasis. The tool must understand these differences and reflect them in design, content structure, and export optimization.

**Project requirements:**
{{project-requirements}}

## Output

Deliver complete, production-ready code organized into these components:

**1. Projec

Industry-Specific Resume Builder App Prompt

Generates a production-ready React TypeScript resume builder web application with industry-adapted templates, ATS optimization, live preview, and PDF export. Runs on ChatGPT, Claude, or Cursor.

81
{
  "model": "jev-latest",
  "state": {
    "pr_title": "{{pr-title}}",
    "pr_description": "{{pr-description}}",
    "diff_hunk": "{{diff-hunk}}",
    "team_conventions": "{{team-conventions}}"
  },
  "questions": {
    "matches_description": {
      "type": "noul",
      "instructions": "The change in this hunk is something the PR description says the PR does"
    },
    "silent_behaviour_change": {
      "type": "noul",
      "instructions": "This hunk changes runtime behaviour for existing callers in a way the description does not mention"
    },
    "secret_or_credential": {
      "type": "noul",
      "instructions": "This hunk adds a value that looks like a password, API key, token, or private URL"
    },
    "convention_break": {
      "type": "choice",
      "instructions": "Which team convention from the state does this hunk break, if any?",
      "criteria": {
        "{{con

Semantic Lint Rules for Pull Request Diffs

Generate structured semantic lint rules for pull request diffs using AI classification. Produces JSON that triages code changes before deeper review.

80

Installation Guide Generator for Software and Hardware

Generates complete installation guides with prerequisites, step-by-step instructions, troubleshooting, and verification steps for any software or hardware product. Runs on ChatGPT, Claude, Gemini, and Grok.

80

Chatbot Development System Design Prompt

Generates a complete conversational AI implementation roadmap covering architecture, NLP capabilities, system integration, training data, UI/UX, escalation workflows, metrics, testing, deployment, and maintenance. Runs on ChatGPT, Claude, and Gemini.

80

Documentation Structure Architect

Generates complete technical documentation organized by the Divio four-part system (tutorials, how-to guides, reference, explanation) for projects of any complexity. Runs on ChatGPT, Claude, Gemini, and Grok, outputting structured Markdown ready for GitHub, wikis, or doc sites.

80
# Session Operating Protocol

You are working on: **{{task-or-project}}**

Apply these directives for the entire conversation:

## Execution over acknowledgment
When the user signals intent through phrases like "can you," "I want to," "help me," "would you," or "please" – **execute immediately**. Do not:
- Stop at confirming capability ("Yes, I can do that...")
- Propose a plan and wait for approval
- Offer to proceed ("Would you like me to continue?")
- Summarize what you would do instead of doing it

## Completion standard
Do not deliver partial solutions to conserve effort or tokens. If the task requires:
- Multiple iterations β†’ complete all cycles
- Generating full content β†’ produce the complete artifact, not a excerpt with "..."
- Research or analysis across dimensions β†’ cover all relevant angles
- Sustained work β†’ continue until the stated outcome is fully achieved

Treat "helpful 

Treat Requests as Action Orders

Generate a detailed action-oriented approach to execute requests with precision and completeness. Produces action-ready conversations for task execution.

80
## Role
You are an expert responsive web designer and front-end developer specializing in mobile-first methodology.

## Task
Generate a complete responsive website structure starting from the mobile viewport and progressively enhancing for larger screens. Begin by asking clarifying questions about content, target devices, and functionality. Then produce semantic HTML with proper document structure and mobile-first CSS using relative units (rem, em, percentages) with breakpoints at 768px (tablet) and 1024px (desktop).

## Context
{{project-requirements}}

Ensure the design creates optimal user experiences across all devices by starting with the most constrained environment first. Include the viewport meta tag and demonstrate how elements reflow and adapt across screen sizes.

## Output
Deliver the following in clearly labeled sections:

**Discovery Questions** – Targeted questions about c

Responsive UI Code Generator Prompt

Generates complete mobile-first responsive website code with semantic HTML and breakpoint CSS. Runs on ChatGPT, Claude, and Cursor to produce production-ready frontend structures.

80

Data Access Control Implementation Guide Builder

Generates a complete database access control framework that balances security with operational efficiency. Runs on ChatGPT, Claude, Gemini, and Grok to produce role-based permissions, audit mechanisms, and phased rollout plans.

80

Password Manager App Builder Prompt

Generates a production-ready React-TypeScript password manager with zero-knowledge encryption, breach monitoring, and offline-first architecture. Runs on ChatGPT, Claude, and Cursor for complete code output.

79
## Role

You are an expert n8n Workflow Architect specializing in reconstructing workflows from screenshots into production-ready, importable JSON with zero configuration errors and perfect visual layout fidelity.

## Task

Analyze the provided n8n workflow screenshot and generate complete, import-ready JSON that exactly replicates the visual layout, node configurations, connections, and logic.

## Input

Provide:

1. **{{workflow-screenshot}}** - The n8n workflow screenshot to convert
2. **{{implementation-context}}** - Intended use case, any hidden node configurations not visible in the screenshot, specific requirements or constraints (optional)

## Analysis Process

Work through these steps systematically:

### 1. Visual Reconnaissance
- Identify all node types, labels, and positions
- Map all connection flows and data routing paths
- Document trigger configurations and visible settin

Get n8n Workflows from Screenshots

Analyze n8n workflows with this AI prompt, ensuring precise JSON conversion from screenshots for seamless import and execution.

78
{
  "model": "jev-latest",
  "state": {
    "submission": "{{submission-text}}",
    "submitter_plan": "{{submitter-plan}}"
  },
  "questions": {
    "category": {
      "type": "choice",
      "instructions": "What kind of submission is this?",
      "criteria": {
        "bug_report": "Something is broken or behaving unexpectedly",
        "feature_request": "Asks for new behaviour that does not exist",
        "billing": "Charges, invoices, refunds, plan changes",
        "question": "Asks how something works",
        "other": "None of the above"
      }
    },
    "bug_severity": {
      "type": "score",
      "instructions": "If this is a bug, how severe is it?",
      "criteria": [
        "Cosmetic, no functional impact",
        "Broken or degraded feature, but a workaround exists",
        "Core feature unusable, no workaround",
        "Data loss, security exposure, or outage"

Speculative Fan-Out Question Battery

Generate a JSON classification for customer support tickets based on submission and plan details.

78

Technical Specification Document Generator

Generates structured technical specification documents for products and components, complete with functional requirements, performance standards, compliance measures, and diagram placements. Runs on ChatGPT, Claude, and Gemini.

77

Convert Website to Mobile App Prompt

Generates a production-ready hybrid mobile app architecture that converts a website into a native iOS and Android app with WebView integration, native features, and app store compliance. Runs on ChatGPT, Claude, and Cursor to produce React Native or Flutter code.

77

Brand Mention Monitoring App Builder

Generates a complete, single-file React + TypeScript dashboard that aggregates multi-platform brand mentions, analyzes sentiment, and provides real-time alerts. Runs on ChatGPT, Claude, or Cursor.

77
## Role
You are an expert full-stack developer and travel app architect.

## Task
Create a complete React + TypeScript travel itinerary tracking application with enterprise-grade UI, offline functionality, and intelligent progress tracking. Deliver a comprehensive, step-by-step development plan with complete code examples, file structures, and implementation details covering the full application lifecycle.

## Context
The application must handle:
- Modern web architecture with TypeScript interfaces
- User experience informed by traveler psychology
- Code quality and performance optimization
- Real-world deployment considerations

{{project-requirements}}

## Output
Structure your development plan with these sections:

### Architecture and Data Structure Design
- TypeScript interfaces and data models
- State management approach (Context API, Zustand, or Redux)
- API and service layer desi

Travel Itinerary Tracker App Development Prompt

Generates a complete React + TypeScript travel itinerary tracking application with offline functionality, real-time progress tracking, and enterprise-grade UI. Runs on ChatGPT, Claude, and Cursor to produce production-ready code, architecture plans, and deployment guides.

77
## Role

You are a prompt engineering strategist specializing in systematic variation testing and optimization.

## Task

Transform the user's base prompt into 6–8 distinct variations that test different cognitive approaches, specificity levels, output formats, and contextual arrangements. Each variation should address specific reliability issues through targeted instruction phrasing, role assignments, structured reasoning, or pattern demonstration.

## Context

{{prompt-context}}

Analyze the base prompt to identify potential weakness points, ambiguity zones, optimization opportunities, and specific failure modes or reliability issues.

## Methodology

Create variations using these core strategies:

- **Explicit instruction** – Maximum clarity and specificity in task definition
- **Role-playing** – Expert persona with rich domain context
- **Step-by-step breakdown** – Granular process g

Generate Prompt Variations for Testing and Optimization

Transforms a base prompt into 6–8 distinct, high-performance variations that test different cognitive approaches, specificity levels, output formats, and contextual arrangements. Runs on ChatGPT, Claude, Gemini, and Grok to systematically identify which phrasing and structure patterns produce the most reliable results.

76

Technical Blueprint Generator for Software Projects

Generates a nine-section technical implementation blueprint from a business concept, covering architecture, security, and phased development plans. Runs on ChatGPT, Claude, Gemini, and Grok.

75

Automated Folder Cleanup System Prompt

Generates a complete automated file management system with configurable retention policies, safety safeguards, and archival workflows. Runs on ChatGPT, Claude, Gemini, and Grok to design cleanup automation that balances efficiency with data protection.

75
## Role
You are a design systems architect who builds production-ready UI component libraries that scale across products and teams.

## Task
Generate a complete, systematic UI kit with design tokens, component library, and implementation guidelines.

## Context
{{project-requirements}}

Include:
- CSS framework (ShadCN, Tailwind, custom CSS, or other)
- Design style preference (modern, minimal, bold, classic, etc.)
- Primary use case (web app, marketing site, dashboard, e-commerce, etc.)
- Brand colors if specific (otherwise use a professional default palette)
- Target device priorities (desktop, mobile, tablet)

## Requirements
- Create foundational design tokens: color palettes with semantic naming, typography scales, spacing systems (4px or 8px base), sizing scales
- Build component variations: buttons (primary, secondary, ghost, danger) with hover/active/disabled states and three siz

UI Component Library Builder Prompt for ChatGPT

Generates a complete, production-ready UI component library with design tokens, component code, and implementation guidelines. Runs on ChatGPT, Claude, and Cursor to output systematic CSS/framework code for scalable design systems.

75
## Role
You are an expert full-stack developer and UX architect specializing in interactive learning platforms with deep knowledge of cognitive engagement patterns and quiz system design.

## Task
Build a complete interactive quiz builder application with two distinct modes:

**CREATOR MODE:** A drag-and-drop builder interface where users design quizzes by adding questions, setting answer types (multiple choice, true/false, short answer, ranking, image selection), configuring scoring rules, adding media (images, videos, code snippets), and customizing the visual theme. Intuitive enough that a non-technical user can build a professional quiz in 10 minutes.

**TAKER MODE:** A distraction-free quiz experience with smooth transitions, instant feedback (if enabled), progress indicators, timer options, and a compelling results page with score breakdown, performance insights, and shareable cert

Interactive Quiz Builder App Development Prompt

Generates a complete React quiz builder application with drag-and-drop creator mode, distraction-free taker mode, and persistent storage using window.storage API. Runs on ChatGPT, Claude, or Cursor for full-stack TypeScript development.

75

Marketing Outreach Tracker App Builder

Generates a complete, production-ready React application for tracking marketing outreach campaigns with drag-and-drop pipeline views, analytics dashboards, and automation features. Runs on ChatGPT, Claude, and Cursor to output a full single-page TypeScript codebase.

74

Document Template Studio Builder Prompt

Generates a complete React application that creates, edits, and exports document templates with drag-and-drop fields and real-time preview. Runs on ChatGPT, Claude, and Cursor to produce production-ready TypeScript code.

74

Dice Rolling Simulator App Development Prompt

Generates a complete development plan for building a production-ready dice rolling simulator app with 3D physics, realistic animations, and polished UI. Runs on ChatGPT, Claude, Gemini, and Grok.

74
## Role
You are an expert mobile app developer and entrepreneur specializing in helping solopreneurs build and launch profitable mobile applications.

## Task
Create a comprehensive, step-by-step guide that takes a solopreneur from initial app idea through to launch and monetization. Structure each step so it logically depends on and builds from the previous one, ensuring a clear progression through the entire development lifecycle.

## Context
{{solopreneur-profile}}

Cover these key phases:
- Ideation and validation (market research, competitor analysis, MVP definition)
- Development approach and platform selection
- Monetization model implementation
- Pre-launch and launch strategy
- Marketing and user acquisition
- Post-launch optimization and scaling

For each phase, provide specific, actionable guidance tailored to the solopreneur's experience level and resources. Include platform-

Mobile App Development Guide for Solopreneurs

Generates a step-by-step roadmap that walks solopreneurs from app idea validation through launch, monetization, and scaling. Runs on ChatGPT, Claude, and Gemini.

74

What are AI prompts for Coding?

AI prompts for Coding are engineered instructions that already work. These are not one-line questions. Each one fixes the role, the context, the task and the output format before you type a word, so you get a usable result on the first run instead of the fourth.

They cover the work Coding actually get asked for: research and briefs, copy and content, analysis and reporting, planning, outreach and the admin that eats the day. Open a card to see the full prompt and the output it returns.

The deepest areas here: App Development (111 prompts), Frontend & UI (86 prompts), Agentic Workflows (56 prompts), Documentation (50 prompts), APIs & Integrations (43 prompts).

Popular on this page right now: "Industry-Specific Resume Builder App Prompt", "Semantic Lint Rules for Pull Request Diffs", "Installation Guide Generator for Software and Hardware".

631 on this page, every one scoped to Coding. Free to read, free to copy.

Why these prompts work for Coding

A weak prompt costs you the hour you were trying to save: you rewrite it three times, get something generic, then finish the job by hand. An engineered prompt front-loads that thinking once.

In Coding that means first drafts you can send, analysis you can act on, and the repetitive work handed off, so the time goes into judgement instead of typing.

Every prompt here was written for a real job and tested against the models people actually use. Nothing scraped from a thread.

How to use these prompts

Open a prompt, copy it, and replace the [bracketed] variables with your own product, audience or topic. The structure around them stays as is. That structure is the part doing the work.

Paste it into ChatGPT, Claude, Gemini, Grok or the model you already use. If the output drifts, tighten the context line instead of rewriting the whole prompt.

No account needed to copy one. No setup, no extension, nothing to install.

Which AI tool works best for Coding prompts?

Text prompts here run well in ChatGPT, Claude, Gemini and Grok; image prompts target Midjourney and Nano Banana. Each card lists the models it was tested with.

Are these AI prompts free to use?

A big part of the library is free: open a prompt, copy it, use it. Premium packs and the Complete AI Bundle unlock the full collection with lifetime updates.

How do I adapt these prompts to my use case?

Start with the [variables]: niche, audience, constraints. If the result still misses, add one example of the output you want. A single good example beats three extra instructions.

For a prompt built from scratch, the Start Now card above opens the custom prompt generator.

Related resources

Get smarter on AI every week

One email a week with the best new prompts, tools, and model updates. Unsubscribe anytime.

Join 100,000+ subscribers. One email a week, real prompts, tools, and model updates. Unsubscribe anytime.

Frequently asked questions

What are vibe code prompts?

Vibe coding means describing the result you want and letting the model write and run the code, in a tool like Cursor, Claude Code or Lovable. Vibe code prompts in this library describe the app in plain words, the stack, what done looks like and what the agent must not touch. The ones that work give the model a way to check its own output, such as a test to pass or a page to open.