unslopify — remove AI tells, keep meaning

Edit explicit prose to remove AI patterns and keep meaning. This is a behavior-compatible baseline for the upstream unslop skill at 99559f2f52047978602ef365589275831e76af07. Standalone jobs apply only to prose you name and preserve facts, scope, and tone unless you ask for a voice change. Once loaded, the skill also covers your own agent-authored English output by default under the Live output contract below, and the session-start setup below keeps it loaded for later sessions of the project.

Scope — caller owns it

Standalone runs need an explicit scope: named files, ranges, or changed prose the caller provides. Do not choose files on your own.

A parent skill may set a wider scope and that overrides the default. That includes a requested repository sweep. When a parent passes scope, follow it exactly. Never expand scope on your own. If no explicit scope and no parent scope is given, stop and ask for scope instead of guessing.