Same topic, wildly different explanations depending on who you say you are.
The Dial
Explain like I'm 5: analogies, no jargon, very short
Explain like I'm 12: simple language, some detail
Explain like I'm a junior: technical but patient, covers basics
Explain like I'm a senior: skip the basics, get to the nuance
Explain like I'm a PhD: assume full domain knowledge, go deep
Examples
For learning something new:
Explain Kubernetes like I'm a frontend developer
who's never touched infrastructure.
For going deeper:
I already understand the basics of transformers.
Explain attention mechanisms at a graduate level.
Skip the intro.
For communicating up:
Explain this database outage like I'm a non-technical
CEO who needs to understand the business impact.
The trick
It’s not just about simplifying. “Explain like I’m a senior engineer” makes Claude skip the hand-holding and surface the non-obvious stuff. Match the level to what you actually need.