Agent Skills for Writing and Marketing

First identify the failure: discoverability, audience fit, unclear messaging, or a broken path to action. A copy rewrite addresses only some of those causes. Use search and site evidence to decide which intervention is justified.

Content strategy chooses which audience problems and topics deserve coverage and how pages relate. Drafting turns one defined brief into an article. A clear portfolio decision does not remove the need for research, evidence, and editing on each page.

Include the actual offer, audience, customer problem, product limitations, and verified proof behind the claim. Distinguish observations from assumptions so a writing agent does not invent testimonials, performance figures, or support promises.

Use the query to understand the reader’s task, then answer the distinct questions needed to complete it. Put the main concept in the title and relevant headings naturally; repeating the same phrase does not substitute for useful coverage.

It should identify concrete problems in clarity, structure, terminology, or tone, tied to the actual text. Preserve accurate meaning and the author’s intent instead of flattening every page into the same polished but interchangeable voice.

Define the intended result and a comparison window before editing. Match the measure to the change, such as qualified visits, task completion, or conversion, and account for other changes before attributing an outcome to the new copy.