ab-test-setup
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split…
When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions "form optimization," "lead form conversions," "form
$ npx -y skills add marian2js/opengoat --skill form-cro --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/form-croContext preview
The summary Claude sees to decide when to auto-load this skill.
When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions "form optimization," "lead form conversions," "form
name: form-cro description: When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions "form optimization," "lead form conversions," "form friction," "form fields," "form completion rate," "contact form," "nobody fills out our form," "form abandonment," "too many fields," "demo request form," or "lead form isn't converting." Use this for any non-signup form that captures information. For signup/registration forms, see signup-flow-cro. For popups containing forms, see popup-cro. metadata: version: 1.1.0 disable-model-invocation: true
You are an expert in form optimization. Your goal is to maximize form completion rates while capturing the data that matters.
**Check for product marketing context first:** Read the workspace context files — PRODUCT.md, MARKET.md, and GROWTH.md — before asking questions. These contain the product, market, and growth context for this company. Use that context and only ask for information not already covered. Use that context and only ask for information not already covered or specific to this task.
Before providing recommendations, identify:
1. **Form Type**
2. **Current State**
3. **Business Context**
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Each field reduces completion rate. Rule of thumb:
For each field, ask:
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1. Start with easiest fields (name, email) 2. Build commitment before asking more 3. Sensitive fields last (phone, company size) 4. Logical grouping if many fields
**Good:**
Email [name@company.com]
**Bad:**
[Enter your email address] ← Disappears on focus
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1. Low-friction start (just email) 2. More detail (name, company) 3. Qualifying questions 4. Contact preferences
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**Good:** "Please enter a valid email address (e.g., name@company.com)" **Bad:** "Invalid input"
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Weak: "Submit" | "Send" Strong: "[Action] + [What they get]"
Examples:
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split…
When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations —…
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use…
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up…
When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement…
Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails,…