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191 prompts across 23 categories and 44 models

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191 prompts Page 5 of 11
GPT-4o ⚙️ Technical Intermediate

Debate-Format Reasoning

Use a structured debate format to explore multiple sides of a complex question and surface the strongest arguments for each position.

GPT-4o ⚙️ Technical Intermediate

Metacognitive Prompting

Prompt an AI to think about its own thinking process, flag uncertainty, and identify where its reasoning might be flawed.

GPT-4o ⚙️ Technical Intermediate

Prompt Chaining for Complex Tasks

Break a complex task into a chain of focused prompts where each output feeds the next, producing far better results than a single prompt.

GPT-4o ⚙️ Technical Advanced

Tree of Thought Problem Solving

Apply tree-of-thought reasoning to explore multiple solution branches simultaneously before converging on the optimal path.

GPT-4o ⚙️ Technical Advanced

Adversarial Prompt Testing

Test an AI prompt or system against adversarial inputs to find failure modes before deploying it in production.

GPT-4o ⚙️ Technical Advanced

System Prompt Optimization

Audit and rewrite an AI system prompt to maximize performance, consistency, and reliability in production use.

GPT-4o ⚙️ Technical Advanced

Decision Tree Generation

Generate a complete decision tree for a complex process, mapping all conditions, branches, and outcomes.

GPT-4o ⚙️ Technical Advanced

Multi-Modal Prompt Design

Design prompts that effectively combine text, images, documents, and other modalities in a single AI request.

GPT-4o ⚙️ Technical Advanced

LLM Benchmark Design for Your Use Case

Design a custom benchmark to objectively compare AI models on your specific tasks before committing to one.

GPT-4o ⚙️ Technical Intermediate

AI Code Review Checklist

Run a structured code review across correctness, quality, performance, security, and testing using AI.

GPT-4o ⚙️ Technical Advanced

AI Software Architecture Advisor

Design a scalable software architecture for a new system with trade-off analysis and decision rationale.

GPT-4o ⚙️ Technical Intermediate

AI Bug Debugging Assistant

Systematically diagnose and fix a software bug by walking AI through context, symptoms, and hypotheses.

GPT-4o ⚙️ Technical Basic

Code Documentation Generator

Generate clear, complete documentation for a function, module, or API endpoint from existing code.

GPT-4o ⚙️ Technical Basic

Unit Test Generator

Generate comprehensive unit tests for a function or module covering happy paths, edge cases, and error conditions.

GPT-4o ⚙️ Technical Intermediate

Code Refactoring Assistant

Improve code quality through targeted refactoring that reduces complexity, removes duplication, and improves maintainability.

GPT-4o ⚙️ Technical Advanced

REST API Design Reviewer

Review and improve a REST API design for consistency, usability, and adherence to best practices.

GPT-4o ⚙️ Technical Advanced

Database Schema Designer

Design a normalized, performant database schema for a new feature or application with indexing strategy.

GPT-4o ⚙️ Technical Advanced

Code Security Audit

Audit code for OWASP Top 10 vulnerabilities, hardcoded secrets, and insecure patterns with remediation steps.