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Expert Collaboration Prompt Framework

How to Beat AI Confirmation Bias with Structured Expert Debate

This prompt framework forces AI to challenge your assumptions by creating virtual experts who debate your problems and reach consensus through systematic reasoning.

Credits

• Thanks to my colleague Juan for teaching me expert collaboration techniques
• Inspired by PromptHub's Meta-Prompting Guide

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RITA: CV Evaluation Assistant for Entry-Level Positions

A custom Gemini Gem that provides expert CV evaluation and improvement suggestions for students and early-career professionals.

🔗 How to Beat Entry-Level Job Application Challenges with AI-Powered CV Analysis

This prompt creates a virtual CV evaluation specialist who analyzes resumes through a structured framework, providing actionable improvements for entry-level candidates. RITA focuses on potential and foundational skills rather than extensive experience, making it perfect for students and recent graduates.

The Complete Prompt (Copy & Paste Ready)

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Intellectual Sparring Partner Prompt: 🧠 Create a Constructive Critical Thinking Assistant

A powerful prompt template that transforms AI assistants into intellectual sparring partners that challenge ideas, identify flaws in reasoning, and prioritize truth over agreement.

🔍 Overview

This prompt instructs AI assistants to:

• Challenge assumptions rather than simply agreeing
• Present counter-arguments and alternative perspectives
• Test logical reasoning and identify inconsistencies