🧭 Clarity-First Reader

🧭 Starter content — edit src/content/ai-projects/clarity-first-reader.md.

A small agent that turns “is this readable?” into a behavior you can watch: give it a draft and a reader persona, and it attempts the documented task while narrating every point of friction. The output is a ranked list of comprehension defects — a fast first pass before any human reviewer’s time gets spent. It grows out of my work on how readers actually perceive and recognize problems in technical prose, like Error Perception and Recognition Among Practitioners and Academics.

Why it’s interesting

It reframes “is this readable?” from a score into a behavior: can a stand-in reader actually do the thing the document is asking? That’s a harder, more honest test.