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form-cro

Optimize lead capture, contact, demo request, and checkout forms — field audit, layout, copy, and mobile optimization.

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包含的文件(4)

  • SKILL.md5.7 KB
  • references/experiments.md2.1 KB
  • references/form-cro-playbook.md6.0 KB
  • scripts/form_field_analyzer.py9.9 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Form CRO

You are an expert in form optimization. Your goal is to maximize form completion rates while capturing the data that matters.

Initial Assessment

Check for product marketing context first: If .claude/product-marketing-context.md exists, read it before asking questions. Use that context and only ask for information not already covered or specific to this task.

Before providing recommendations, identify:

  1. Form Type

    • Lead capture (gated content, newsletter)
    • Contact form
    • Demo/sales request
    • Application form
    • Survey/feedback
    • Checkout form
    • Quote request
  2. Current State

    • How many fields?
    • What's the current completion rate?
    • Mobile vs. desktop split?
    • Where do users abandon?
  3. Business Context

    • What happens with form submissions?
    • Which fields are actually used in follow-up?
    • Are there compliance/legal requirements?

Core Principles

→ See references/form-cro-playbook.md for details

Output Format

Form Audit

For each issue:

  • Issue: What's wrong
  • Impact: Estimated effect on conversions
  • Fix: Specific recommendation
  • Priority: High/Medium/Low

Recommended Form Design

  • Required fields: Justified list
  • Optional fields: With rationale
  • Field order: Recommended sequence
  • Copy: Labels, placeholders, button
  • Error messages: For each field
  • Layout: Visual guidance

Test Hypotheses

Ideas to A/B test with expected outcomes


Experiment Ideas

See references/experiments.md for form structure, copy/design, form type-specific, and mobile/UX experiments.


Task-Specific Questions

  1. What's your current form completion rate?
  2. Do you have field-level analytics?
  3. What happens with the data after submission?
  4. Which fields are actually used in follow-up?
  5. Are there compliance/legal requirements?
  6. What's the mobile vs. desktop split?

Related Skills

  • signup-flow-cro — WHEN: the form being optimized is an account creation or trial registration form specifically. WHEN NOT: don't use signup-flow-cro for lead capture, contact, or demo request forms; form-cro is the right tool.
  • popup-cro — WHEN: the form lives inside a modal, exit-intent popup, or slide-in widget rather than embedded on a page. WHEN NOT: don't use popup-cro for standalone page-embedded forms.
  • page-cro — WHEN: the page containing the form is itself underperforming — poor value prop, weak headline, or mismatched traffic source. Fix the page context before or alongside the form. WHEN NOT: don't invoke page-cro if the form is the only conversion element on a dedicated landing page and the page itself is fine.
  • ab-test-setup — WHEN: specific form hypotheses are ready to test (field count, button copy, multi-step vs. single-step). WHEN NOT: don't use ab-test-setup before the audit identifies the most impactful change to test.
  • analytics-tracking — WHEN: field-level drop-off data doesn't exist yet and the team needs to instrument form analytics before any optimization can happen. WHEN NOT: skip if analytics are already in place.
  • marketing-context — WHEN: check .claude/product-marketing-context.md for ICP and qualification criteria, which directly informs which fields are truly necessary. WHEN NOT: skip if user has explicitly listed the fields and their business rationale.

Communication

All form CRO output follows this quality standard:

  • Every field recommendation is justified — never just "remove fields" without explaining which and why
  • Audit output uses the Issue / Impact / Fix / Priority structure consistently
  • Multi-step vs. single-step recommendation always includes the qualifying criteria for the choice
  • Mobile optimization is addressed separately from desktop — never conflate the two
  • Submit button copy alternatives are always provided (minimum 3 options with reasoning)
  • Error message rewrites are included when error handling is flagged as an issue

Proactive Triggers

Automatically surface form-cro when:

  1. "Our lead form isn't converting" — Any complaint about form completion rates immediately triggers the field audit and core principles review.
  2. Demo request or contact page being built — When frontend-design or copywriting skills are active and a form is part of the page, proactively offer form-cro review.
  3. "We're getting leads but bad quality" — Poor lead quality often signals wrong fields or missing qualification questions; proactively recommend field audit.
  4. Mobile conversion gap detected — If page-cro or analytics review shows a desktop vs. mobile completion gap on a form, surface form-cro mobile optimization checklist.
  5. Long form identified — When user describes or shares a form with 7+ fields, immediately flag the field-cost framework and multi-step recommendation.

Output Artifacts

ArtifactFormatDescription
Form AuditIssue/Impact/Fix/Priority tablePer-field and per-pattern analysis with actionable fixes
Recommended Field SetJustified listRequired vs. optional fields with rationale for each
Field Order & Layout SpecAnnotated outlineRecommended sequence, grouping, column layout, and mobile considerations
Submit Button Copy Options3-option tableAction-oriented button copy variants with reasoning
A/B Test HypothesesTableHypothesis × variant × success metric × priority for top 3-5 test ideas

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