Coding Prompts

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This page lists all 60 prompts in the Coding category on Wikiprompt, the free prompt encyclopedia.

  • SQL Index Recommendation Reviewer

    A comprehensive system prompt for a SQL index recommendation reviewer that analyzes schemas and slow queries, proposes composite indexes, flags non-sargable filters, and includes a Python helper scripโ€ฆ

    ๐Ÿ‘ 11by Fatih Kadir Akฤฑn
  • Regex Pattern Explainer and Tester Skill

    A complete AI skill for explaining, testing, and fixing Python regular expressions, with a full workflow, risk detection, and a working Python checker script.

    ๐Ÿ‘ 11by Fatih Kadir Akฤฑn
  • Dependency License Audit Skill

    A complete AI skill for auditing dependency licenses, including workflow, reference materials, templates, examples, and a Python script. It helps engineering teams identify license risks before releasโ€ฆ

    ๐Ÿ‘ 19by Fatih Kadir Akฤฑn
  • Dockerfile Best Practices Reviewer

    A complete skill definition for reviewing Dockerfiles, covering security, image size, build cache, and runtime reliability, with a workflow, rules, and a Python linter script.

    ๐Ÿ‘ 19by Fatih Kadir Akฤฑn
  • Log Error Pattern Triage Skill

    A complete AI skill for triaging application/server/access logs: groups lines into ranked error patterns, detects spikes and new patterns vs a baseline, separates root causes from symptoms, and producโ€ฆ

    ๐Ÿ‘ 0by Fatih Kadir Akฤฑn
  • Studio-Level 3D Website Builder with Claude Opus

    A comprehensive prompt for building a studio-level 3D website with Claude Opus, covering role, brief, interview, setup, build, quality loop, motion QA, comparison, honesty, and deliverables.

    ๐Ÿ‘ 4by Chris
  • Build Claude Code IDE Workspace Mods

    A comprehensive prompt to build a set of Claude Code mods that transform the terminal into an IDE-style workspace with file explorer, workspace navigator, and status bars. It includes detailed specifiโ€ฆ

    ๐Ÿ‘ 3by Avid
  • TL;DR Crawler Chrome Extension Builder

    A comprehensive prompt to build a Chrome extension with an animated spider that crawls web pages, extracts key sentences, and generates real-time TL;DR summaries with optional Claude API integration.

    ๐Ÿ‘ 7by Anatoli Kopadze
  • Migration Safety Review Prompt

    A comprehensive system prompt for reviewing database schema migrations for production safety, including workflow, risk catalog, expand/contract patterns, report template, and a heuristic scanner scripโ€ฆ

    ๐Ÿ‘ 1by Fatih Kadir Akฤฑn
  • Interactive 3D Voxel Cherry Blossom Valley Web Scene

    An exceptionally detailed Chinese-language prompt that directs an AI coding assistant to build a fully interactive 3D voxel-art Japanese cherry blossom valley as a self-contained HTML/JS web page, comโ€ฆ

    ๐Ÿ‘ 27by ๅฎ็މ
  • Claude Trading Bot Strategy Research and Backtest Prompt

    A detailed prompt for Claude to research, build, and backtest trading strategies with strict filtering criteria.

    ๐Ÿ‘ 17by Davidd Tech
  • OpenAPI spec-sync workflow with diff report and /api-sync command

    A comprehensive workflow to set up an OpenAPI spec-sync script, a slash command for planning, and integration into a project. It includes detailed instructions for finding the spec, diffing, report geโ€ฆ

    ๐Ÿ‘ 14by Nurullah Sevinรงtekin
  • Claude Code Senior Engineer Prompt: Investigate Before Asking

    A system prompt for Claude Code that makes the agent investigate the codebase first, restate the goal, list falsifiable assumptions, ask at most 3 blocking questions with defaults, and wait for approvโ€ฆ

    ๐Ÿ‘ 18by Alex Veremeyenko
  • Herdr Multiagent: Parallel Coding Agents Workflow

    A comprehensive skill/playbook for orchestrating multiple coding agents in parallel using Herdr, covering decomposition, worktrees, briefs, monitoring, and merge. Includes specific commands and flags โ€ฆ

    ๐Ÿ‘ 30by ra
  • Codex GPT-6 Agent System Prompt

    A leaked system prompt for Codex, an agent based on GPT-6, covering autonomy, permission handling, personality, writing style, technical communication, and PR descriptions. Reusable as a template for โ€ฆ

    ๐Ÿ‘ 0by Pliny the Liberator ๐Ÿ‰๓ …ซ๓ „ผ๓ „ฟ๓ …†๓ „ต๓ „๓ …€๓ „ผ๓ „น๓ „พ๓ …‰๓ …ญ
  • Build a Point-and-Click Hanoi Adventure Site (Agent Workflow)

    An end-to-end agent workflow prompt that chains image generation, video animation and website coding to ship a playable point-and-click adventure about daily life in Hanoi.

    ๐Ÿ‘ 18by Build With II
  • The Original Gauntlet Loop Prompt (Claude of Duty)

    Matt Shumer's original three-paragraph gauntlet loop prompt: fan out builder sub-agents, give each a separate harsh visual critic, compare blind against the real Call of Duty, and loop until the critiโ€ฆ

    ๐Ÿ‘ 62by Matt Shumer
  • Cinematic Video Scrollytelling Interactive Experience

    A comprehensive system prompt for building a luxury interactive scrollytelling web app with video sync, glassmorphism UI, audio engine, and modular scene data. Includes a 4-step onboarding guide for cโ€ฆ

    ๐Ÿ‘ 15by AmirMuลกiฤ‡
  • Agent Lightning: Decoupled RL Training for Agents

    Explains Microsoft's open-source Agent Lightning framework, which decouples agent runtime from the RL training loop via a shared store and spans, enabling flexible training of production agents.

    ๐Ÿ‘ 23by Ryan Hart
  • Build a Full-Stack E-commerce Website from Scratch

    A comprehensive prompt for generating a complete, responsive e-commerce website with HTML/CSS/JavaScript, including features like product search, cart, checkout, and modern UI design.

    ๐Ÿ‘ 12by kundan kumar mahato
  • 8 Rules for AI Coding Agents (AGENTS.md)

    A concise set of 8 rules for AI coding agents to write simpler, more efficient code, saving tokens and reducing rework. Suitable for side projects and prototypes.

    ๐Ÿ‘ 21by AYi
  • Cinematic 3D Hobbiton Recreation Prompt

    A comprehensive prompt for building a stylized low-poly 3D Hobbiton environment using Three.js, with detailed requirements for visuals, controls, and performance.

    ๐Ÿ‘ 43by Alex Prompter
  • Senior Software Architect Code Review and Refactoring Agent

    Un prompt de sistema exhaustivo que convierte a la IA en un arquitecto senior para auditar y refactorizar un proyecto de software en cinco fases: mapeo, evaluaciรณn multi-eje, diagnรณstico priorizado, pโ€ฆ

    ๐Ÿ‘ 10by JHORDY ZARAGOZA BERNAL
  • A design system prompt so your AI build doesn't look like every other AI site

    A named, warm and human design system with exact colors, fonts and component rules, pasted before you ask ChatGPT or Claude to build a page so it stops defaulting to purple gradients and Inter font.

    ๐Ÿ‘ 33by u/Professional-Rest138
  • Interactive Landing Page with Cursor-Scrubbed Video Background

    A detailed prompt to build an interactive landing page with cursor-scrubbed video backgrounds, custom cursor, and fixed layout elements using React, TypeScript, and Tailwind CSS.

    ๐Ÿ‘ 8by Kashberg
  • Lead Architect Code Generation Prompt

    A prompt that instructs AI to act as a lead architect, analyzing the user's tech stack and project structure before generating production-ready code with type safety, tests, and security.

    ๐Ÿ‘ 1by God of Prompt
  • Animated 3D Hero Section with Scroll-Driven Video

    A comprehensive prompt to build a cinematic, video-backed landing page with scroll-scrubbing, blur effects, and smooth animations using React, Tailwind, and Framer Motion.

    ๐Ÿ‘ 4by Kashberg
  • Axial Drift: Mobile-Responsive Physics Maze Game

    A comprehensive prompt for generating a single-file HTML5 maze game with gravity-shifting mechanics, mobile tilt controls, and Bauhaus visual style.

    ๐Ÿ‘ 8by loshu2000
  • Cyber Grid Link: HTML5 Canvas Snake Game Prompt

    A detailed prompt for generating a complete single-file HTML5 canvas game with a cyberpunk snake mechanic, including rendering, controls, and visual style specifications.

    ๐Ÿ‘ 8by loshu2000
  • 3D Particle Effects Engineer for WebGL Transition System

    A prompt for an AI to act as a 3D particle effects engineer, designing a WebGL transition system with mesh-to-particle morphing, FBO, GPGPU, and noise turbulence.

    ๐Ÿ‘ 16by loshu2000
  • Migrate transactional email to Cloudflare Email Service

    A comprehensive prompt for migrating transactional email from providers like Postmark or SES to Cloudflare Email Service, covering prerequisites, domain strategy, code audit, helper function, staged mโ€ฆ

    ๐Ÿ‘ 1by @levelsio
  • Flutter Map SDK Bug Diagnosis System Prompt

    A structured system prompt for diagnosing and fixing bugs in Flutter map applications using ArcGIS-like SDKs, emphasizing flow analysis, timing, and minimal fixes.

    ๐Ÿ‘ 10by Dishant Patel
  • Karpathy Guidelines: LLM Coding Behavior Rules

    A system prompt with four behavioral rules to reduce common LLM coding mistakes: think before coding, simplicity first, surgical changes, and goal-driven execution.

    ๐Ÿ‘ 59by yazz4444
  • Senior AppSec Engineer Code Review

    A structured prompt that turns an AI into a senior security engineer, producing a comprehensive vulnerability review with prioritized findings and remediation steps.

    ๐Ÿ‘ 8by Victor Briceรฑo
  • Astro v6 Architecture Rules (Strict Mode)

    A strict architecture guide for Astro v6, emphasizing static-first rendering, islands architecture, and minimal JavaScript hydration.

    ๐Ÿ‘ 11by Tuan Duc Tran
  • Senior Product Designer & Frontend Architect Design Handoff Prompt

    A system prompt that instructs an AI to produce a comprehensive design handoff document covering UI architecture, layout, tokens, interactions, states, accessibility, and frontend mapping.

    ๐Ÿ‘ 16by Melih Manisaligil
  • Performance Tuning Specialist System Prompt

    A comprehensive system prompt that turns an LLM into a performance tuning specialist, with task-based workflows for profiling, optimizing, validating, and documenting performance improvements across tโ€ฆ

    ๐Ÿ‘ 8by Kaan Demir
  • Accessibility Auditor System Prompt

    A detailed system prompt for an accessibility auditor role, covering WCAG compliance, screen reader testing, keyboard navigation, ARIA validation, and remediation with task-based outputs.

    ๐Ÿ‘ 11by Kaan Demir
  • Git Workflow Expert System Prompt

    A detailed system prompt for a Git workflow expert agent, covering branching strategies, conflict resolution, hooks, and best practices with task-based output.

    ๐Ÿ‘ 17by Kaan Demir
  • API Design Expert System Prompt

    A comprehensive system prompt for an API design expert covering REST, GraphQL, gRPC, and real-time APIs with task-based execution and quality checklists.

    ๐Ÿ‘ 8by Kaan Demir
  • AI-First Design Handoff Document Generator

    A system prompt that generates a comprehensive, machine-parseable design handoff document for AI coding agents, covering implementation maps, global specs, component contracts, interaction flows, respโ€ฆ

    ๐Ÿ‘ 13by Nureddin Gรถkbey ฤฐnaรง
  • Universal Missing Values Handler for ML Pipelines

    A comprehensive system prompt that guides an AI to act as a senior data scientist, providing a structured, multi-phase framework for diagnosing and treating missing values in datasets for ML pipelinesโ€ฆ

    ๐Ÿ‘ 13by Joem Bolinas
  • Senior Full-Stack Engineer Development Plan Generator

    A comprehensive system prompt for generating a detailed web app development plan covering responsiveness, performance, design systems, UX/UI best practices, and technical architecture.

    ๐Ÿ‘ 17by Watson Charlie
  • Surgical Dead-Code Audit System Prompt

    A structured system prompt for AI to perform a comprehensive dead-code audit, including discovery, verification, triage, and reporting phases.

    ๐Ÿ‘ 10by Ersin KOร‡
  • Full-Stack Developer: Build Sales Funnel App with React Flow

    A comprehensive prompt instructing an AI to act as a full-stack developer and build a sales funnel app with React Flow, including features, UI requirements, and starter code.

    ๐Ÿ‘ 14by Hector Verdugo
  • Minimax Music & Lyrics Generation Agent

    A comprehensive system prompt for an agent that helps users generate music and lyrics via the Minimax API, covering prompt crafting, lyrics structuring, API code generation, and error debugging.

    ๐Ÿ‘ 12by Billy Prater
  • App Store Screenshots Gallery Generator

    A comprehensive prompt for generating a polished, production-ready app store screenshots gallery as a single HTML file, with detailed design tokens, layout, animations, and technical specs.

    ๐Ÿ‘ 8by Nehr
  • Senior Python Code Reviewer and Enhancer

    A structured prompt for reviewing and enhancing Python code with documentation, PEP8, performance, and summary steps.

    ๐Ÿ‘ 9by Siva Sai Yadav Mudugandla
  • Design-to-Code Translator

    A comprehensive system prompt for converting design specs into production-ready frontend code, covering architecture, styling, performance, testing, and documentation.

    ๐Ÿ‘ 11by Nas
  • Full-Stack SaaS Landing Page Builder

    A comprehensive prompt for generating a production-ready SaaS landing page with full-stack features including Stripe payments, authentication, and email workflows.

    ๐Ÿ‘ 12by Ryan Hart
  • Code Recon: Comprehensive Code Analysis System Prompt

    A comprehensive system prompt for senior-level code analysis, covering structure, logic, security, and refactoring.

    ๐Ÿ‘ 20by Scott Malin
  • Production-Grade PostHog Integration for Next.js 15

    A comprehensive system prompt for a Senior Next.js Architect to integrate PostHog analytics, session replay, feature flags, and error tracking into a Next.js 15 SaaS app with Supabase auth and Polar bโ€ฆ

    ๐Ÿ‘ 8by Tugrul Erdem
  • Senior Python Architect Code Audit and Refactoring Prompt

    A comprehensive prompt for auditing and refactoring Python code with strict standards, modernization, and Spanish output requirements.

    ๐Ÿ‘ 12by Discaury Salas
  • Codebase Architecture Onboarding Document Generator

    A comprehensive system prompt for AI coding assistants to analyze a codebase and produce a detailed technical onboarding document covering architecture, stack, flows, testing, and more.

    ๐Ÿ‘ 11by Valdecir Carvalho
  • Source Code Penetration Test Analysis Prompt

    A comprehensive prompt for conducting a source code-assisted penetration test, structured as a professional report with 13 detailed sections covering OWASP standards, configuration, authentication, anโ€ฆ

    ๐Ÿ‘ 11by Sercan Alkan
  • Senior Engineer Code Review Assistant

    Get detailed, actionable code reviews like you would from a senior engineer. Covers security, performance, maintainability, and best practices.

    ๐Ÿ‘ 94by Lautaro Schiaffino
  • Natural Language to SQL Query Generator

    A structured system prompt that turns plain English database requests into clean, production-ready SQL queries with strict output rules and ambiguity handling.

    ๐Ÿ‘ 11by Mustafa
  • Feature-Rich Markdown Notes Application

    A comprehensive prompt for building a full-featured markdown notes app with editor, preview, organization, search, export, themes, and shortcuts.

    ๐Ÿ‘ 8by Fatih Kadir Akฤฑn
  • Build a Kanban Project Management Board

    A comprehensive prompt to build a full-featured Kanban board with drag-and-drop, customization, and persistence.

    ๐Ÿ‘ 12by Fatih Kadir Akฤฑn
  • Expert Programmer Mega Prompt

    A comprehensive system prompt that transforms any LLM into a senior software engineer, covering architecture, implementation, edge cases, testing, and deployment for coding requests.

    ๐Ÿ‘ 8by Millie Marconi

See Also: All Prompts ยท Creators ยท API