Make new code indistinguishable from its siblings and exactly as big as the ask - sample the repo's conventions and helpers before writing, reuse existing dependencies, and ban speculative abstraction, config options, and error handling nobody asked for. Use when creating a net-new file, module, script, or utility in an existing repo, before adding a dependency or helper the repo does not already have, or when the diff has grown several times beyond the stated ask.