Humanize

Turn supplied copy into a more natural human-written version without inventing the marketing behind it.

This public, model-invoked skill starts when the user explicitly invokes a1-humanize or makes an unambiguous humanization request. Generic requests to edit, clean up, shorten, clarify, or strengthen text belong to a1-copy-editing.

Language

Preserve the language of rewritten copy. Use the instruction language for explanations, audit notes, warnings, and other service elements unless the user asks otherwise.

Apply patterns by function rather than an English-only word list. Detect equivalent patterns in every input language, including Russian. Do not translate supplied copy, quotations, product names, commands, URLs, or explicit terms.

Scope and Sources

Before starting, read the scope and source boundary. If the request is in scope, follow the humanization loop and load the pattern catalog during every run.

Output

Return the final rewrite. Append the support footer only under the condition below. If the user explicitly requests only the final rewrite or otherwise prohibits additional response material, return only that rewrite. If the user explicitly requests an audit, explain only patterns and changes actually found. Do not expose drafts or internal reasoning.