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JeremyTheocharis / intuition-probe.md
Created July 14, 2026 19:41
intuition-probe: let an LLM hallucinate the API/UX it expects, then conform your design to the guess. Companion to 'Complicated Thoughts On LLMs' (theocharis.dev)
name intuition-probe
description Use when you want to know what shape a developer or user reaches for when they first meet your API, config format, CLI, or UI, so you can make your design that shape. Spawns a blind agent that commits the design it EXPECTS before seeing the real thing, then reports the shape they reached for and conform-first recommendations (make the API whatever the guess is). Triggers on "is this intuitive", "would a developer guess this", "intuition probe", "blind-test this API/config/CLI", "test the DX/UX of", "what would someone expect here", "make the API whatever the LLM guesses".

Intuition Probe

Discover the shape a developer (or an LLM) reaches for when they meet your API, config, CLI, or UI for the first time, then make your design that shape. An agent guesses how to use the artifact blind, before it sees the real thing. The guess is

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JeremyTheocharis / gist:fad6264509b98aa7980adeece384e1f7
Created April 30, 2021 12:09
United Manufacturing Hub CLA Gist
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