We've all been there. You ask an AI a simple question and get back a dissertation. Walls of text packed with jargon, qualifications, and hedge-yeah-maybe-this-could-work caveats that leave you more confused than when you started. One developer had enough—and built the ELI5 Rule to fix it. The concept is brutally simple: prepend your prompts with instructions forcing Claude (or any AI assistant) to explain things like you're five years old. No buzzwords, no 47-paragraph breakdowns of tangential theory—just clean, digestible explanations that actually land.

The Burnout Problem Nobody's Talking About

AI fatigue isn't about the technology failing us—it's about information overload from outputs designed to sound impressive rather than communicate clearly. When every response reads like a terms-of-service agreement crossed with a Wikipedia fever dream, you stop trusting yourself to understand even basic concepts. That's the trap this developer identified: AI is making us feel stupid by hiding behind complexity. The ELI5 Rule flips that dynamic entirely. By constraining the model's output style, you're not dumbing things down—you're cutting through the noise to what actually matters.

How It Works in Practice

Head over to the GitHub repository (github.com/amebahead/explain-like-iam-five-rules) and grab the prompt. Paste it into your Claude configuration or prepend it manually to any query. The rule essentially tells the model: explain the concept, use analogies a child would get, skip unnecessary caveats, and stop when you're done—not when you've exhausted every possible qualification.

Key Takeaways

  • AI verbose outputs cause real cognitive fatigue that compounds over time
  • Simple prompt engineering can transform how models communicate complex topics
  • The ELI5 approach isn't about simplicity—it's about signal-to-noise ratio
  • Worth implementing if you spend significant time working with AI assistants

The Bottom Line

This isn't a groundbreaking technical breakthrough—it doesn't need to be. Sometimes the best tools are the ones that make our existing workflows less painful. If you've been grinding through AI outputs and feeling dumber for it, this one's worth five minutes of your time.