Agent skill

Page CRO Skill: Conversion Rate Optimization for AI Agents

The page CRO skill makes an AI coding agent review a marketing page across seven conversion dimensions and return quick wins, high-impact changes, test ideas and copy alternatives.

Install
git clone https://github.com/coreyhaines31/marketingskills.git
View on GitHub

Stars, license and last push from GitHub. Install count as reported by the open skills directory.

What is the page CRO skill?

The page CRO skill is the cro folder in coreyhaines31/marketingskills. An AI coding agent first identifies the page type, conversion goal and traffic source, then scores the page on value proposition, headline, CTA, hierarchy, trust, objections and friction, and returns quick wins, high-impact changes, test ideas and copy alternatives.

The skill is named cro inside the marketingskills repository. It is written as a conversion rate optimization expert persona that analyzes marketing pages and gives actionable recommendations.

Before advising it checks for a product marketing context file at .agents/product-marketing.md, and only asks for what that file does not cover. Then it identifies the page type, the primary conversion goal and the traffic context.

What changes in your agent's output

  • The review is structured as quick wins, high-impact changes, test ideas and copy alternatives.
  • Headlines and CTAs come with two or three alternatives and a rationale.
  • Recommendations that need evidence become A/B test hypotheses instead of assumptions.
  • Weak CTA copy such as Submit or Learn More is flagged against value-led copy.
  • The agent asks task questions about the current conversion rate, traffic source, flow after the page, research data and past attempts.

What the framework covers

Seven dimensions, in order of impact: value proposition clarity, headline effectiveness, CTA placement and hierarchy, visual hierarchy and scannability, trust signals, objection handling and friction points. Page-specific frameworks cover homepage, landing, pricing, feature and blog pages, with a separate form optimization reference.

Who the page CRO skill is for

Best for

  • Marketing pages that get traffic but do not convert, where you need a prioritized review.
  • Teams that keep brand and positioning in a product marketing file the agent can read.
  • Pairing with the conversion audit skill for paid-traffic leaks.

Not for

  • Signup flows, post-signup activation and popups, which the skill hands to its signup, onboarding and popups companions.
  • Page layout rules. For those see landing-page-design.

Use it with UiChemy

Use the recommendations to rework a WordPress page directly: UiChemy Composer lets you change structure and copy in Elementor or Gutenberg. Keep one clear CTA. On uichemy.com that is Get Started. To audit a live page first, see the audit website skill.