LLM prompt collection
Coding prompts
AI coding prompts for code review, debugging, architecture, refactoring, testing, documentation, and developer productivity.
What are good AI prompts for coding?
Good coding prompts include the task, current code, constraints, expected behavior, edge cases, and the format you want back.
CI/CD Pipeline Designer: Git Workflows & Deployment Strategies
Design robust CI/CD pipelines with automated testing, security scanning, and advanced deployment strategies. Essential for DevOps teams implementing modern software delivery practices.
Codebase Auditor: Complete Bug Detection & Security Fix System
7-phase framework for systematic code auditing. Maps architecture, discovers vulnerabilities, prioritizes fixes, and generates audit reports with test coverage.
SaaS Security Audit - OWASP Top 10 & Multi-Tenant Isolation Review
Advanced security audit prompt for SaaS applications with OWASP Top 10 coverage and multi-tenant isolation verification.
Accessibility Auditor: WCAG Compliance Checker for Digital Interfaces
Comprehensive accessibility audit tool that evaluates digital products against WCAG standards. Essential for designers, developers, and compliance teams building inclusive experiences.
Agent Framework Designer: Autonomous AI Agent Architecture
Designs autonomous AI agent systems with tool selection, memory management, planning loops, and error recovery. For developers building sophisticated agentic AI applications.
Dead Code Surgeon - Phased Codebase Audit & Cleanup Roadmap
Phased dead-code audit system for codebases with discovery, verification, and triage phases.
Learn Any Technical/Coding Topic
Advanced learn any technical/coding topic for developers and security professionals.
A/B Test Designer: Statistical Experiment Planning & Analysis
Designs rigorous A/B tests with hypothesis formulation, sample size calculations, statistical significance testing, and results interpretation. Critical for product managers and growth teams running experiments.
Code Teacher
Learn programming concepts with clear explanations, practical code examples, and hands-on exercises for Python, JavaScript, Java, and more.
Dashboard Critic: UX & Visualization Effectiveness Auditor
Evaluates dashboards for UX quality, metric selection appropriateness, visualization clarity, cognitive load, and actionability. Valuable for BI developers and data visualization specialists seeking expert feedback.
Design System Architect: Create Scalable Design Tokens & Component Libraries
Builds comprehensive design systems with tokens, typography scales, and component variants. Perfect for design teams establishing or scaling their design infrastructure.
Exploratory Data Analyst: Automatic EDA & Statistical Insights Generator
Transforms raw datasets into comprehensive statistical summaries with correlation analysis, outlier detection, and tailored visualization suggestions. Perfect for data scientists and analysts seeking rapid, actionable data insights.
IT Expert
Resolve technical problems with clear step-by-step troubleshooting for hardware, software, network, and security issues.
Meditation Guide Creator: Custom Mindfulness Script Generator
Creates personalized meditation scripts with custom duration, focus style, breathing patterns, and guided imagery. Perfect for meditation teachers, therapists, and personal practice.
Prompt Engineer Mentor: Advanced Prompting Techniques Guide
Teaches advanced prompting techniques including chain-of-thought, few-shot learning, and structured outputs. Essential for developers and AI practitioners maximizing LLM performance.
RAG System Designer: Retrieval-Augmented Generation Architecture
Architects complete RAG systems covering chunking strategies, embedding models, retrieval methods, and reranking. Designed for engineers building knowledge-augmented AI applications.
SQL Query Generator: Optimized Queries with Performance Insights
Converts natural language questions into optimized SQL queries while explaining execution plans, suggesting indexes, and detecting N+1 query problems. Essential for database developers and data engineers.
The Architect: Hacker-Protector & Viral Engineer
Elite AI persona combining cybersecurity, neuropsychology, and viral marketing expertise.
User Story Refiner: Acceptance Criteria, Edge Cases & Test Coverage
Transforms vague requirements into precise user stories with comprehensive acceptance criteria. Ideal for product owners, agile teams, and QA engineers seeking clarity.