Coding agents are good at explaining things. They are also good at explaining them in five verbose paragraphs when a ten-line tree would have done the job. You would almost think that output tokens are free! Recently I came across the show-me skill from HumanLayer . It’s a small skill with one purpose: when you ask your agent to explain something, it answers with a visual representation instead of a wall of text. What does it do? The whole skill is a short set of instructions. It tells the agent to skip the preamble, keep the prose brief and pick the smallest view that makes the point clear. Sounds simple? Because the idea is indeed. For each kind of explanation, the skill names the view to use: Logic or an algorithm → pseudocode Runtime control flow → a call tree UI structure → a component tree, including the state and module boundaries that matter File responsibility or a broad refactor → a shallow file tree Component interaction or data flow → a Me...