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275 prompts across 23 categories and 45 models

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GPT-4o ⚙️ Technical Advanced

Prompt Edge Case Stress Tester

Generates adversarial test inputs to find where a prompt breaks — before it fails in production — and suggests guardrails for each failure mode.

GPT-4o ⚙️ Technical Advanced

AI Collaboration Protocol Writer

Designs a formal protocol for how a team should work with AI tools — covering task allocation, output review, version control, and quality gates.

GPT-4o ⚙️ Technical Advanced

Meta-Prompt Architect

Builds self-improving prompts that instruct the AI to analyze, critique, and enhance its own output in a single pass — achieving near-human-review quality automatically.

GPT-4o ⚙️ Technical Intermediate

Multi-City Route Optimizer

Plans the most efficient route through multiple destinations, minimizing backtracking and travel time while maximizing time at each location.

GPT-4o ⚙️ Technical Advanced

Visa and Entry Requirements Researcher

Compiles a clear, accurate visa and entry requirements summary for a specific passport holder visiting one or more countries.

GPT-4o ⚙️ Technical Advanced

Adventure Activity Risk Assessor

Evaluates the risks of adventure travel activities and creates a preparation checklist, insurance guidance, and go/no-go decision framework.

GPT-4o ⚙️ Technical Intermediate

Data Pattern Analyst

Analyzes a dataset or data summary to surface meaningful patterns, outliers, and insights — with clear narrative explanations ready for non-technical audiences.

GPT-4o ⚙️ Technical Advanced

Expert Consensus Mapper

Maps the spectrum of expert opinion on a contested topic — from strong consensus to active debate — with evidence quality ratings for each position.

GPT-4o ⚙️ Technical Intermediate

Hypothesis Builder

Generates testable hypotheses from a business question or observation, with specific predictions, metrics, and test designs for each.

GPT-4o ⚙️ Technical Basic

Citation and Reference Formatter

Formats any source into the correct citation style — APA, MLA, Chicago, Harvard, or custom — and checks existing citations for errors.

GPT-4o ⚙️ Technical Advanced

Qualitative Data Coder

Applies systematic coding to qualitative data — interview transcripts, open-ended survey responses, or notes — to surface themes and patterns.

GPT-4o ⚙️ Technical Basic

Vibe Coding App Planner

Translate your app idea into a clear build brief that AI coding tools can execute — no technical background required.

GPT-4o ⚙️ Technical Intermediate

App MVP Requirements Brief

Define the exact scope of your minimum viable product so you build the right thing and stop at the right point.

GPT-4o ⚙️ Technical Intermediate

No-Code Tool Stack Planner

Design the right technology stack for your business using no-code and AI tools — no developer required.

GPT-4o ⚙️ Technical Intermediate

Document Processing and Extraction Agent

Build an agent pipeline that ingests documents, extracts structured data, validates fields, and routes outputs automatically.

GPT-4o ⚙️ Technical Intermediate

Code Review Agent Pipeline

Design an automated code review agent that checks for security, performance, quality, and testing issues before human review.

GPT-4o ⚙️ Technical Intermediate

Knowledge Base Article Generator Agent

Build an agent that transforms support tickets, Slack threads, and product notes into polished knowledge base articles.

GPT-4o ⚙️ Technical Intermediate

API Integration Testing Agent

Build an agent that generates, runs, and reports on API integration test suites automatically from endpoint specs.