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1,013 prompts across 23 categories and 44 models

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GPT-4o ⚙️ Technical Basic

Git Commit Message Writer

Write clear, structured git commit messages following conventional commits or your team style, from a diff or description of changes.

GPT-4o ⚙️ Technical Intermediate

SQL Query Builder and Optimizer

Write, debug, or optimize any SQL query — from simple SELECTs to complex multi-table joins and aggregations.

GPT-4o ⚙️ Technical Intermediate

Technical Specification Writer

Turn product requirements into a detailed technical specification document ready for engineering review.

GPT-4o ⚙️ Technical Basic

Regex Pattern Generator and Explainer

Generate, test, and explain regular expressions for any pattern matching task in any programming language.

GPT-4o ⚙️ Technical Advanced

Security Code Auditor

Perform a security-focused code audit to identify vulnerabilities, attack vectors, and hardening recommendations.

GPT-4o ⚙️ Technical Advanced

CI/CD Pipeline Designer

Design a complete CI/CD pipeline for your project — from code push to production deploy — with testing, security scanning, and rollback strategies.

GPT-4o ⚙️ Technical Intermediate

Docker Container Setup Guide

Containerize any application with a production-ready Dockerfile, docker-compose setup, and environment configuration.

GPT-4o ⚙️ Technical Basic

Data Structure Selector

Choose the right data structure for any problem, with time and space complexity analysis and implementation examples.

GPT-4o ⚙️ Technical Basic

Algorithm Explainer and Implementer

Understand and implement any algorithm with a plain-language explanation, step-by-step walkthrough, and working code.

GPT-4o ⚙️ Technical Advanced

Code Performance Profiler

Identify and fix performance bottlenecks in your code with detailed analysis, benchmarks, and optimized alternatives.

GPT-4o ⚙️ Technical Intermediate

REST API Design Guide

Design a clean, consistent, and developer-friendly REST API for any resource or feature, following modern best practices.

GPT-4o ⚙️ Technical Basic

Development Environment Setup Wizard

Get a complete, step-by-step local development environment setup guide for any language, framework, or project.

GPT-4o ⚙️ Technical Advanced

Technical Debt Analyzer

Audit a codebase for technical debt, prioritize what to fix first, and build a realistic remediation roadmap.

GPT-4o ⚙️ Technical Basic

Error Message Decoder

Paste any cryptic error message or stack trace and get a plain-English explanation, likely causes, and step-by-step fix.

GPT-4o ⚙️ Technical Basic

Code Documentation Writer

Generate clear, accurate, and developer-friendly documentation comments for any function, class, or module.

GPT-4o ⚙️ Technical Advanced

Microservices Architecture Planner

Plan a microservices decomposition strategy for a monolith or greenfield project, with service boundaries, communication patterns, and migration path.

GPT-4o ⚙️ Technical Intermediate

AI Coding Prompt Engineer

Write better prompts for AI coding tools like Claude, Copilot, and Cursor to get production-ready code on the first try.

GPT-4o ⚙️ Technical Advanced

Tech Stack Decision Maker

Choose the right technology stack for any project with a structured decision framework, trade-off analysis, and a final recommendation.