Visual Explanation

Make AI explain things in the format that helps people understand—not just in paragraphs.

Contract

Produce an explanation that helps the reader do a specific task. Choose the medium by the work it removes from understanding. Deliver the real artifact, not just source code, a storyboard, or a promise.

This is layer 2: a production toolkit, not a replacement for custom instructions or SOUL.md. Installing it does not guarantee that an agent loads it in every conversation. Standing communication defaults belong in the host's custom instructions. Load this skill when its trigger applies; explicit user requests and host rules take precedence.

The skill is portable. It does not require Hermes, a private knowledge base, paid generation, or a particular browser. Use the host's authorized tools. In an Aside-configured environment, use Aside for browser automation; do not switch to another browser without permission.

1. Define the learning task

Before building, answer internally: