# 💡 Prompts

> 623 Developer-focused prompt templates for common coding tasks.
>
> [Back to main →](../../README.md) · [Browse interactively →](https://zgsm-ai.github.io/everything-ai-coding/#/browse?type=prompt)

**English** · [简体中文](./README.zh-CN.md)

## Top 100

| # | Name | Description | Source | Status | Score | Updated | Category | Tags |
|---|---|---|---|---|---|---|---|---|
| 1 | [Comprehensive repository analysis](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#comprehensive-repository-analysis) | A structured prompt for AI-assisted comprehensive codebase analysis, bug discove... | prompts.chat | 🟢 Active | 96 | 2026-06-11 | security | — |
| 2 | [Frontend Developer Skill](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#frontend-developer-skill) | A detailed prompt template defining an AI persona as an elite frontend developer... | prompts.chat | 🟢 Active | 96 | 2026-05-09 | frontend | `react`, `vue`, `angular` |
| 3 | [Backend Architect](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#backend-architect) | An AI agent prompt for designing scalable, secure backend systems, covering API ... | prompts.chat | 🟢 Active | 96 | 2026-05-09 | database | — |
| 4 | [Frontend Developer](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#frontend-developer) | A detailed prompt to configure an AI agent as a frontend development specialist ... | prompts.chat | 🟢 Active | 96 | 2026-05-09 | frontend | `react`, `vue`, `angular` |
| 5 | [Mobile App Builder](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#mobile-app-builder) | An expert AI agent prompt for building high-performance native and cross-platfor... | prompts.chat | 🟢 Active | 96 | 2026-05-09 | frontend | `react` |
| 6 | [Rapid Prototyper](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#rapid-prototyper) | An AI agent prompt for rapidly building application prototypes, MVPs, and demos ... | prompts.chat | 🟢 Active | 96 | 2026-05-09 | backend | — |
| 7 | [Test Automation Expert](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#test-automation-expert) | An AI agent prompt for writing, running, analyzing, and fixing tests after code ... | prompts.chat | 🟢 Active | 96 | 2026-05-09 | testing | `for-devs` |
| 8 | [Production-Grade PostHog Integration for Next.js 15 (App Router)](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#production-grade-posthog-integration-for-nextjs-15-app-router) | A detailed prompt for generating production-grade PostHog analytics integration ... | prompts.chat | 🟢 Active | 96 | 2026-05-09 | frontend | `react`, `nextjs`, `supabase` |
| 9 | [Python Unit Test Generator — Comprehensive, Coverage-Mapped & Production-Ready](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#python-unit-test-generator--comprehensive-coverage-mapped--production-ready) | A structured prompt template for generating comprehensive Python unit tests with... | prompts.chat | 🟢 Active | 96 | 2026-06-11 | backend | `python`, `for-devs` |
| 10 | [Dead Code Surgeon - Phased Codebase Audit & Cleanup Roadmap](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#dead-code-surgeon---phased-codebase-audit--cleanup-roadmap) | A structured prompt for an AI to conduct a phased dead-code audit, triage findin... | prompts.chat | 🟢 Active | 96 | 2026-05-12 | tooling | — |
| 11 | [SQL Query Builder & Optimiser](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#sql-query-builder--optimiser) | A structured prompt for AI-assisted SQL query building, optimization, and auditi... | prompts.chat | 🟢 Active | 96 | 2026-05-12 | security | `postgres`, `mysql`, `for-devs` |
| 12 | [SaaS Analytics Dashboard - Knowledge-Anchored Frontend Prompt](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#saas-analytics-dashboard---knowledge-anchored-frontend-prompt) | A detailed prompt for generating a React-based SaaS analytics dashboard with str... | prompts.chat | 🟢 Active | 96 | 2026-06-11 | frontend | `react`, `tailwind`, `css` |
| 13 | [Private Group Coaching Infrastructure](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#private-group-coaching-infrastructure) | A prompt for building a full-stack group coaching platform ('Cohort OS') with Re... | prompts.chat | 🟢 Active | 96 | 2026-06-11 | tooling | — |
| 14 | [Web Typography](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#web-typography) | Prompt for generating production-grade web typography CSS based on Butterick's P... | prompts.chat | 🟢 Active | 96 | 2026-06-11 | frontend | `css` |
| 15 | [Setup and Bootstrap a Flutter Development Environment](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#setup-and-bootstrap-a-flutter-development-environment) | A prompt to autonomously set up a Flutter development environment and bootstrap ... | prompts.chat | 🟢 Active | 96 | 2026-05-09 | mobile | `flutter`, `for-devs` |
| 16 | [Conventional Commit Message Generator](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#conventional-commit-message-generator) | A prompt that generates Conventional Commit messages from git diffs or change de... | prompts.chat | 🟢 Active | 92 | 2026-06-11 | tooling | `git`, `for-devs` |
| 17 | [Linux Script Developer](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#linux-script-developer) | A prompt for generating professional, robust Bash scripts with error handling, c... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | documentation | `for-devs` |
| 18 | [AI2sql SQL Model — Query Generator](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#ai2sql-sql-model--query-generator) | A prompt template that converts natural language into production-ready SQL queri... | prompts.chat | 🟢 Active | 92 | 2026-05-12 | database | `postgres`, `ai`, `sql` |
| 19 | [Django Unit Test Generator for Viewsets](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#django-unit-test-generator-for-viewsets) | A prompt that generates Django REST Framework unit tests for Viewset CRUD operat... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | backend | `go`, `django`, `for-devs` |
| 20 | [Meeting Room Booking Web App Development](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#meeting-room-booking-web-app-development) | A structured prompt guiding an AI to build a meeting room booking web app with P... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | backend | `php`, `mysql` |
| 21 | [Manufacturing Workflow Optimization with OR-Tools](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#manufacturing-workflow-optimization-with-or-tools) | A prompt to guide an AI in creating a .NET/Angular application for optimizing al... | prompts.chat | 🟢 Active | 92 | 2026-06-11 | backend | `go` |
| 22 | [Pull Request Review Assistant](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#pull-request-review-assistant) | A prompt for an AI assistant that reviews pull requests for code quality, securi... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | security | — |
| 23 | [Coding Structure with MVC and SOLID Principles](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#coding-structure-with-mvc-and-solid-principles) | A prompt for AI to act as a software architecture expert, guiding developers on ... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | ai-ml | `for-devs` |
| 24 | [.NET API Project Analysis](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#net-api-project-analysis) | A prompt for AI to analyze .NET API project architecture, code quality, and scal... | prompts.chat | 🟢 Active | 92 | 2026-06-11 | backend | — |
| 25 | [Cold Start Safe Architecture](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#cold-start-safe-architecture) | A detailed prompt for generating a cold-start safe architecture using Expo, Supa... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | frontend | `react`, `postgres`, `supabase` |
| 26 | [Codebase WIKI Documentation Skill](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#codebase-wiki-documentation-skill) | A prompt skill for generating comprehensive WIKI.md documentation for codebases ... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | documentation | — |
| 27 | [Comprehensive POS Application Development with FIFO and Reporting](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#comprehensive-pos-application-development-with-fifo-and-reporting) | A prompt to instruct an AI to generate a complete POS application with inventory... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | ai-ml | — |
| 28 | [Develop a UI Library for ESP32](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#develop-a-ui-library-for-esp32) | A detailed prompt instructing an AI to develop a generic, schema-driven UI libra... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | tooling | — |
| 29 | [Code Review Specialist 2](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#code-review-specialist-2) | A prompt template instructing an AI to act as a code review specialist, focusing... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | ai-ml | `for-devs` |
| 30 | [Auditor de Código Python: Nivel Senior (Salida en Español)](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#auditor-de-cdigo-python-nivel-senior-salida-en-espaol) | A prompt template for AI to audit and refactor Python code as a senior architect... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | backend | `python`, `go` |
| 31 | [Build a DDQN Snake Game with TensorFlow.js in a Single HTML File](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#build-a-ddqn-snake-game-with-tensorflowjs-in-a-single-html-file) | A prompt to generate a single HTML file implementing a DDQN Snake game using Ten... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | frontend | — |
| 32 | [Fix Blank Screen Issues After Deploy on Vercel (Angular, React, Vite)](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#fix-blank-screen-issues-after-deploy-on-vercel-angular-react-vite) | A prompt template for diagnosing and fixing blank screen issues in SPAs (Angular... | prompts.chat | 🟢 Active | 92 | 2026-06-11 | frontend | `react`, `angular` |
| 33 | [Second Opinion](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#second-opinion) | A prompt for Claude Code to get a second opinion on coding problems by consultin... | prompts.chat | 🟢 Active | 92 | 2026-06-11 | tooling | — |
| 34 | [Test-First Bug Fixing Approach](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#test-first-bug-fixing-approach) | A structured prompt template guiding AI through a test-first, 8-step bug-fixing ... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | testing | `testing`, `bug-fixing`, `automation` |
| 35 | [Python Security Vulnerability Auditor (OWASP-Mapped & Production-Hardened)](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#python-security-vulnerability-auditor-owasp-mapped--production-hardened) | An AI prompt that performs structured, OWASP-mapped security audits on Python co... | prompts.chat | 🟢 Active | 92 | 2026-06-11 | security | `python`, `for-devs` |
| 36 | [Code Translator — Idiomatic, Version-Aware & Production-Ready](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#code-translator--idiomatic-version-aware--production-ready) | A structured AI prompt for idiomatic, version-aware code translation between pro... | prompts.chat | 🟢 Active | 92 | 2026-05-12 | tooling | `for-devs` |
| 37 | [Angular Directive Generator](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#angular-directive-generator) | A prompt template for generating complete Angular directives with TypeScript cod... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | frontend | `angular` |
| 38 | [Task Creator](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#task-creator) | Maintains PROGRESS.md as working memory for AI coding agents to track progress a... | prompts.chat | 🟢 Active | 92 | 2026-06-11 | ai-ml | — |
| 39 | [Unity Architecture Specialist](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#unity-architecture-specialist) | A Claude Code prompt for expert Unity architecture planning, system design, refa... | prompts.chat | 🟢 Active | 92 | 2026-06-11 | backend | — |
| 40 | [xcode-mcp (for pi agent)](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#xcode-mcp-for-pi-agent) | A prompt providing guidelines for efficiently using Xcode MCP tools via the mcpo... | prompts.chat | 🟢 Active | 92 | 2026-05-09 | testing | — |
| 41 | [App Feature - Focused Readiness Audit](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#app-feature---focused-readiness-audit) | A prompt template for an AI to conduct a structured readiness audit of a softwar... | prompts.chat | 🟢 Active | 92 | 2026-05-12 | tooling | — |
| 42 | [Modern Web Development Assistant](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#modern-web-development-assistant) | A prompt for acting as a full-stack web developer to generate clean, optimized c... | prompts.chat | 🟢 Active | 92 | 2026-06-11 | database | `react`, `javascript`, `java` |
| 43 | [iOS Localization File Translation](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#ios-localization-file-translation) | An AI prompt for accurately translating iOS Localizable.strings files while pres... | prompts.chat | 🟢 Active | 92 | 2026-06-11 | mobile | — |
| 44 | [White-Box Web Application Security Audit & Penetration Testing Prompt for AI Code Editors (Cursor, Windsurf, Antigravity)](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#white-box-web-application-security-audit--penetration-testing-prompt-for-ai-code-editors-cursor-windsurf-antigravity) | A structured prompt for AI code editors to perform a white-box security audit on... | prompts.chat | 🟢 Active | 90 | 2026-05-12 | security | — |
| 45 | [Kubernetes & Docker RPG Learning Engine](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#kubernetes--docker-rpg-learning-engine) | A gamified RPG-style prompt engine for learning Kubernetes and Docker through mi... | prompts.chat | 🟢 Active | 90 | 2026-05-12 | devops | `docker`, `kubernetes` |
| 46 | [SaaS Security Audit - OWASP Top 10 & Multi-Tenant Isolation Review](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#saas-security-audit---owasp-top-10--multi-tenant-isolation-review) | A structured prompt for auditing a SaaS dashboard backend against OWASP Top 10 a... | prompts.chat | 🟢 Active | 90 | 2026-05-12 | security | `rest-api` |
| 47 | [Ethereum Developer](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#ethereum-developer) | A prompt for AI to generate a Solidity smart contract for a public/private block... | prompts.chat | 🟢 Active | 89 | 2026-06-11 | ai-ml | `for-devs` |
| 48 | [Senior Frontend Developer](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#senior-frontend-developer) | A prompt to generate a single-file React application using Vite, Ant Design, and... | prompts.chat | 🟢 Active | 89 | 2026-05-09 | frontend | `react`, `for-devs` |
| 49 | [HTTP Benchmarking Tool CLI](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#http-benchmarking-tool-cli) | A prompt to create a high-performance HTTP benchmarking tool in Go with concurre... | prompts.chat | 🟢 Active | 89 | 2026-05-09 | backend | `go` |
| 50 | [Comprehensive Repository Analysis and Bug Fixing Framework](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#comprehensive-repository-analysis-and-bug-fixing-framework) | A prompt for AI to act as an expert in analyzing repositories to find, fix, and ... | prompts.chat | 🟢 Active | 89 | 2026-05-09 | security | — |
| 51 | [Next.js Specialized Front-End Developer](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#nextjs-specialized-front-end-developer) | A prompt template instructing an AI to role-play as a Next.js and React front-en... | prompts.chat | 🟢 Active | 89 | 2026-06-11 | frontend | `react`, `nextjs` |
| 52 | [Code Translator: Any Language to Any Language](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#code-translator-any-language-to-any-language) | A prompt that instructs an AI to translate code between any programming language... | prompts.chat | 🟢 Active | 89 | 2026-05-09 | tooling | `for-devs` |
| 53 | [担任Go语言开发者](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#go) | A prompt template for an AI assistant specialized in Go (Golang) development, fo... | prompts.chat | 🟢 Active | 89 | 2026-05-09 | backend | `go`, `for-devs` |
| 54 | [Hata Tespiti için Kod İnceleme Asistanı](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#hata-tespiti-iin-kod-inceleme-asistan) | A prompt template for an AI assistant that reviews code for errors, inefficienci... | prompts.chat | 🟢 Active | 89 | 2026-05-09 | tooling | `for-devs` |
| 55 | [Build a UI Library for ESP32](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#build-a-ui-library-for-esp32) | Prompt for AI to develop a C/C++ UI library optimized for ESP32 microcontrollers... | prompts.chat | 🟢 Active | 89 | 2026-06-11 | backend | `go`, `for-devs` |
| 56 | [Senior Java Backend Engineer Expert](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#senior-java-backend-engineer-expert) | A prompt template for getting expert Java backend engineering advice with custom... | prompts.chat | 🟢 Active | 89 | 2026-06-11 | backend | `java`, `for-devs` |
| 57 | [Sentry Bug Fixer](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#sentry-bug-fixer) | A reusable AI prompt for debugging software issues reported by Sentry error trac... | prompts.chat | 🟢 Active | 89 | 2026-06-11 | tooling | `for-devs` |
| 58 | [Claude Code Skill (Slash Command): review-and-commit.md](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#claude-code-skill-slash-command-review-and-commitmd) | A Claude Code slash command that automates git commit creation by staging and co... | prompts.chat | 🟢 Active | 89 | 2026-05-09 | tooling | `git`, `automation`, `claude` |
| 59 | [Comprehensive Code Review Expert](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#comprehensive-code-review-expert) | A prompt that instructs an AI to act as a code review expert, analyzing code for... | prompts.chat | 🟢 Active | 89 | 2026-06-11 | tooling | `for-devs` |
| 60 | [Senior Frontend Debugger for SPA Websites (Angular, React, Vite)](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#senior-frontend-debugger-for-spa-websites-angular-react-vite) | A prompt template for AI to act as a senior frontend engineer, debugging SPAs bu... | prompts.chat | 🟢 Active | 89 | 2026-06-11 | frontend | `react`, `angular`, `git` |
| 61 | [Elite Feedback Form Generator — Stunning UI with Next.js, React & TypeScript](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#elite-feedback-form-generator--stunning-ui-with-nextjs-react--typescript) | A detailed prompt template for generating a visually stunning, production-ready ... | prompts.chat | 🟢 Active | 89 | 2026-05-12 | frontend | `react`, `nextjs`, `typescript` |
| 62 | [karpathy-guidelines](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#karpathy-guidelines) | Behavioral guidelines to reduce common LLM coding mistakes during writing, revie... | prompts.chat | 🟢 Active | 89 | 2026-05-09 | ai-ml | — |
| 63 | [Modify Front-End Webpage with Codex and Image Input](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#modify-front-end-webpage-with-codex-and-image-input) | A prompt for AI to modify front-end HTML/CSS code based on an image design refer... | prompts.chat | 🟢 Active | 89 | 2026-05-09 | frontend | `css` |
| 64 | [Sniper-Precision Debugging Skill](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#sniper-precision-debugging-skill) | A prompt for an AI to act as a precise debugging specialist, identifying and fix... | prompts.chat | 🟢 Active | 89 | 2026-06-11 | tooling | — |
| 65 | [File Analysis API with Node.js and Express](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#file-analysis-api-with-nodejs-and-express) | A prompt template for guiding an AI to act as a Node.js/Express expert for build... | prompts.chat | 🟢 Active | 88 | 2026-06-11 | backend | `express`, `nodejs`, `for-devs` |
| 66 | [Aaa](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#aaa) | A detailed prompt to generate a production-ready Node.js system for automating a... | prompts.chat | 🟢 Active | 88 | 2026-06-11 | testing | `go`, `nodejs` |
| 67 | [CKEditor 5 Plugin](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#ckeditor-5-plugin) | A detailed prompt for building a CKEditor 5 NewsletterPlugin with toolbar, dialo... | prompts.chat | 🟢 Active | 88 | 2026-05-09 | tooling | — |
| 68 | [Python Code Generator — Clean, Optimized & Production-Ready](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#python-code-generator--clean-optimized--production-ready) | A structured prompt for generating production-ready Python code with PEP8 compli... | prompts.chat | 🟢 Active | 88 | 2026-05-12 | backend | `python`, `for-devs` |
| 69 | [AI Performance & Deep Testing Engineer](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#ai-performance--deep-testing-engineer) | A prompt instructing AI to act as a performance engineer for repository audits, ... | prompts.chat | 🟢 Active | 88 | 2026-06-11 | testing | — |
| 70 | [Repository Security & Architecture Audit Framework](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#repository-security--architecture-audit-framework) | A structured AI prompt template for conducting comprehensive security and archit... | prompts.chat | 🟢 Active | 88 | 2026-05-12 | security | `go` |
| 71 | [Test-Driven Bug Hunting With Reproduction Agents](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#test-driven-bug-hunting-with-reproduction-agents) | A structured 4-phase prompt for AI-assisted bug hunting: Reproduce, Hypothesize,... | prompts.chat | 🟢 Active | 88 | 2026-06-11 | testing | — |
| 72 | [Create Python Dev Container](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#create-python-dev-container) | A prompt template for setting up a Python dev container with Docker and VS Code ... | prompts.chat | 🟢 Active | 86 | 2026-05-09 | backend | `python`, `docker` |
| 73 | [Custom Localization and AI Integration for Apps](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#custom-localization-and-ai-integration-for-apps) | A prompt for implementing user-preference-based app localization in SwiftUI with... | prompts.chat | 🟢 Active | 86 | 2026-05-09 | ai-ml | — |
| 74 | [App Store Submission Agent](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#app-store-submission-agent) | A prompt to pre-validate iOS builds against Apple's App Store Review Guidelines,... | prompts.chat | 🟢 Active | 86 | 2026-05-09 | mobile | `ios`, `automation`, `mobile` |
| 75 | [Technical Codebase Discovery & Onboarding Prompt](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#technical-codebase-discovery--onboarding-prompt) | A prompt for AI coding assistants to analyze a codebase and generate a detailed ... | prompts.chat | 🟢 Active | 86 | 2026-06-11 | backend | `go` |
| 76 | [AI-First Design Handoff Generator (Dev-Ready Spec)](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#ai-first-design-handoff-generator-dev-ready-spec) | A prompt to generate structured, implementation-ready design handoffs optimized ... | prompts.chat | 🟢 Active | 86 | 2026-06-11 | tooling | — |
| 77 | [Code Review Assistant](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#code-review-assistant) | A structured prompt for an AI code review assistant focused on JavaScript/React ... | prompts.chat | 🟢 Active | 85 | 2026-05-09 | ai-ml | `for-devs` |
| 78 | [AST Code Analysis Superpower](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#ast-code-analysis-superpower) | A prompt for using ast-grep to analyze code patterns for security, performance, ... | prompts.chat | 🟢 Active | 85 | 2026-05-09 | security | `react`, `code-analysis`, `security` |
| 79 | [Bug Discovery Code Assistant](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#bug-discovery-code-assistant) | A prompt template for an AI assistant that analyzes code to identify bugs, ineff... | prompts.chat | 🟢 Active | 85 | 2026-05-09 | tooling | `for-devs` |
| 80 | [ESP32 UI Library Development](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#esp32-ui-library-development) | A prompt for generating an ESP32 UI library with specific embedded systems requi... | prompts.chat | 🟢 Active | 85 | 2026-06-11 | tooling | `for-devs` |
| 81 | [Commit Message Preparation](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#commit-message-preparation) | A prompt providing guidelines for AI models to generate concise, conventional co... | prompts.chat | 🟢 Active | 85 | 2026-05-09 | ai-ml | `git`, `for-devs` |
| 82 | [MCP Builder](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#mcp-builder) | A prompt guide for building high-quality MCP servers that connect LLMs to extern... | prompts.chat | 🟢 Active | 85 | 2026-05-09 | backend | `python`, `nodejs` |
| 83 | [gemini.md](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#geminimd) | A system prompt defining an AI persona as a senior full-stack engineer focused o... | prompts.chat | 🟢 Active | 85 | 2026-05-09 | security | — |
| 84 | [PHP Microscope: Forensic Codebase Autopsy Protocol](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#php-microscope-forensic-codebase-autopsy-protocol) | A prompt for performing forensic-level PHP codebase analysis focused on security... | prompts.chat | 🟢 Active | 85 | 2026-05-09 | security | `php` |
| 85 | [Code Review Specialist](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#code-review-specialist) | A structured AI prompt for professional code review, providing detailed steps an... | prompts.chat | 🟢 Active | 85 | 2026-06-11 | ai-ml | `for-devs` |
| 86 | [CLAUDE.md Generator for AI Coding Agents](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#claudemd-generator-for-ai-coding-agents) | A prompt for generating production-ready CLAUDE.md instruction files for AI codi... | prompts.chat | 🟢 Active | 85 | 2026-05-09 | tooling | — |
| 87 | [Next.js](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#nextjs) | A set of opinionated best-practice rules for Next.js component development, focu... | prompts.chat | 🟢 Active | 85 | 2026-06-11 | frontend | `nextjs`, `for-devs` |
| 88 | [Page-by-Page Build](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#page-by-page-build) | A prompt for building a single-file React component with Tailwind, focused on mo... | prompts.chat | 🟢 Active | 85 | 2026-06-11 | frontend | `react`, `tailwind` |
| 89 | [CLAUDE.md Assembly](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#claudemd-assembly) | A prompt for generating a CLAUDE.md design system reference file to guide AI ass... | prompts.chat | 🟢 Active | 85 | 2026-05-09 | ai-ml | — |
| 90 | [Repository Workflow Editor Agent Role](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#repository-workflow-editor-agent-role) | A prompt defining an expert AI agent role for editing repository workflows and a... | prompts.chat | 🟢 Active | 85 | 2026-05-09 | security | `for-devs` |
| 91 | [Frontend Developer Agent Role](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#frontend-developer-agent-role) | A prompt defining an AI agent as a senior frontend developer specializing in mod... | prompts.chat | 🟢 Active | 85 | 2026-05-09 | frontend | `javascript`, `java` |
| 92 | [Refactoring Expert Agent Role](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#refactoring-expert-agent-role) | A prompt instructing AI to act as a refactoring expert for code quality improvem... | prompts.chat | 🟢 Active | 85 | 2026-06-11 | tooling | `for-devs` |
| 93 | [TypeScript Type Expert Agent Role](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#typescript-type-expert-agent-role) | A prompt to configure an AI agent as a TypeScript type system expert for advance... | prompts.chat | 🟢 Active | 85 | 2026-05-09 | frontend | `typescript`, `for-devs` |
| 94 | [Bug Risk Analyst Agent Role](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#bug-risk-analyst-agent-role) | A prompt defining a specialized AI agent role for bug risk analysis, defect pred... | prompts.chat | 🟢 Active | 85 | 2026-05-09 | ai-ml | `for-devs` |
| 95 | [Repository Indexer Agent Role](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#repository-indexer-agent-role) | A prompt defining an AI agent role for repository indexing and context summariza... | prompts.chat | 🟢 Active | 85 | 2026-05-09 | ai-ml | `for-devs` |
| 96 | [Terraform Platform Engineer](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#terraform-platform-engineer) | AI prompt for assisting with Terraform code design, module creation, and best pr... | prompts.chat | 🟢 Active | 85 | 2026-06-11 | devops | `terraform` |
| 97 | [Lazyvim expert](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#lazyvim-expert) | A prompt specification for AI assistants to act as a developer expert in Neovim'... | prompts.chat | 🟢 Active | 85 | 2026-06-11 | tooling | — |
| 98 | [Stylelint Plugin Author](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#stylelint-plugin-author) | AI prompt providing instructions for creating Stylelint plugins using TypeScript... | prompts.chat | 🟢 Active | 85 | 2026-06-11 | frontend | `typescript`, `go`, `css` |
| 99 | [21st.dev component prompt](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#21stdev-component-prompt) | A detailed prompt for AI-assisted integration of React components into shadcn/Ta... | prompts.chat | 🟢 Active | 85 | 2026-06-11 | frontend | `react`, `typescript`, `tailwind` |
| 100 | [Python Code Performance & Quality Enhancer](https://github.com/f/prompts.chat/blob/HEAD/PROMPTS.md#python-code-performance--quality-enhancer) | A structured 5-step prompt for AI to review and enhance Python code through docu... | prompts.chat | 🟢 Active | 84 | 2026-06-11 | backend | `python`, `for-devs` |

## Top 10 — Install Guide

<details>
<summary>⭐ <strong>Comprehensive repository analysis</strong> (164.3k★) — A structured prompt for AI-assisted comprehensive codebase a...</summary>

A structured prompt for AI-assisted comprehensive codebase analysis, bug discovery, prioritization, fixing, and documentation across any technology st

**Download**:
- [prompts.csv](https://raw.githubusercontent.com/f/prompts.chat/main/prompts.csv)

📊 Score: 96 · 🏥 Health: 83 · 🏷️ Tags: —
📅 Last active: 2026-06-11 · 📦 Source: prompts.chat

</details>

<details>
<summary>⭐ <strong>Frontend Developer Skill</strong> (164.3k★) — A detailed prompt template defining an AI persona as an elit...</summary>

A detailed prompt template defining an AI persona as an elite frontend developer specializing in modern JS frameworks, responsive design, and performa

**Download**:
- [prompts.csv](https://raw.githubusercontent.com/f/prompts.chat/main/prompts.csv)

📊 Score: 96 · 🏥 Health: 50 · 🏷️ Tags: `react`, `vue`, `angular`
📅 Last active: 2026-05-09 · 📦 Source: prompts.chat

</details>

<details>
<summary>⭐ <strong>Backend Architect</strong> (164.3k★) — An AI agent prompt for designing scalable, secure backend sy...</summary>

An AI agent prompt for designing scalable, secure backend systems, covering API design, databases, and DevOps.

**Download**:
- [prompts.csv](https://raw.githubusercontent.com/f/prompts.chat/main/prompts.csv)

📊 Score: 96 · 🏥 Health: 50 · 🏷️ Tags: —
📅 Last active: 2026-05-09 · 📦 Source: prompts.chat

</details>

<details>
<summary>⭐ <strong>Frontend Developer</strong> (164.3k★) — A detailed prompt to configure an AI agent as a frontend dev...</summary>

A detailed prompt to configure an AI agent as a frontend development specialist for React, Vue, Angular, focusing on UI, performance, and accessibilit

**Download**:
- [prompts.csv](https://raw.githubusercontent.com/f/prompts.chat/main/prompts.csv)

📊 Score: 96 · 🏥 Health: 50 · 🏷️ Tags: `react`, `vue`, `angular`
📅 Last active: 2026-05-09 · 📦 Source: prompts.chat

</details>

<details>
<summary>⭐ <strong>Mobile App Builder</strong> (164.3k★) — An expert AI agent prompt for building high-performance nati...</summary>

An expert AI agent prompt for building high-performance native and cross-platform mobile applications with React Native, Swift, and Kotlin.

**Download**:
- [prompts.csv](https://raw.githubusercontent.com/f/prompts.chat/main/prompts.csv)

📊 Score: 96 · 🏥 Health: 50 · 🏷️ Tags: `react`
📅 Last active: 2026-05-09 · 📦 Source: prompts.chat

</details>

<details>
<summary>⭐ <strong>Rapid Prototyper</strong> (164.3k★) — An AI agent prompt for rapidly building application prototyp...</summary>

An AI agent prompt for rapidly building application prototypes, MVPs, and demos within a 6-day cycle using modern web stacks.

**Download**:
- [prompts.csv](https://raw.githubusercontent.com/f/prompts.chat/main/prompts.csv)

📊 Score: 96 · 🏥 Health: 50 · 🏷️ Tags: —
📅 Last active: 2026-05-09 · 📦 Source: prompts.chat

</details>

<details>
<summary>⭐ <strong>Test Automation Expert</strong> (164.3k★) — An AI agent prompt for writing, running, analyzing, and fixi...</summary>

An AI agent prompt for writing, running, analyzing, and fixing tests after code changes to ensure suite integrity.

**Download**:
- [prompts.csv](https://raw.githubusercontent.com/f/prompts.chat/main/prompts.csv)

📊 Score: 96 · 🏥 Health: 50 · 🏷️ Tags: `for-devs`
📅 Last active: 2026-05-09 · 📦 Source: prompts.chat

</details>

<details>
<summary>⭐ <strong>Production-Grade PostHog Integration for Next.js 15 (App Router)</strong> (164.3k★) — A detailed prompt for generating production-grade PostHog an...</summary>

A detailed prompt for generating production-grade PostHog analytics integration code in a Next.js 15 App Router SaaS application.

**Download**:
- [prompts.csv](https://raw.githubusercontent.com/f/prompts.chat/main/prompts.csv)

📊 Score: 96 · 🏥 Health: 50 · 🏷️ Tags: `react`, `nextjs`, `supabase`
📅 Last active: 2026-05-09 · 📦 Source: prompts.chat

</details>

<details>
<summary>⭐ <strong>Python Unit Test Generator — Comprehensive, Coverage-Mapped & Production-Ready</strong> (164.3k★) — A structured prompt template for generating comprehensive Py...</summary>

A structured prompt template for generating comprehensive Python unit tests with coverage mapping, mocking strategies, and production-ready quality st

**Download**:
- [prompts.csv](https://raw.githubusercontent.com/f/prompts.chat/main/prompts.csv)

📊 Score: 96 · 🏥 Health: 83 · 🏷️ Tags: `python`, `for-devs`
📅 Last active: 2026-06-11 · 📦 Source: prompts.chat

</details>

<details>
<summary>⭐ <strong>Dead Code Surgeon - Phased Codebase Audit & Cleanup Roadmap</strong> (164.3k★) — A structured prompt for an AI to conduct a phased dead-code ...</summary>

A structured prompt for an AI to conduct a phased dead-code audit, triage findings, and generate a cleanup roadmap.

**Download**:
- [prompts.csv](https://raw.githubusercontent.com/f/prompts.chat/main/prompts.csv)

📊 Score: 96 · 🏥 Health: 50 · 🏷️ Tags: —
📅 Last active: 2026-05-12 · 📦 Source: prompts.chat

</details>

---

## Scoring Methodology

Resources are ranked by a composite score (0-100) combining:
- **Coding relevance** (1-5) — How directly useful for development
- **Content quality** (1-5) — Documentation, maintenance, completeness
- **Source trust** (1-5) — Upstream reputation
- **Community signals** — Stars, freshness, installability

---

*Auto-generated from [catalog/index.json](../index.json). Last updated: 2026-06-25*
