form-cro

Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote, and checkout forms.

Best use case

form-cro is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote, and checkout forms.

Teams using form-cro should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/form-cro/SKILL.md --create-dirs "https://raw.githubusercontent.com/ratnesh-maurya/cursor-claude-personas/main/ecommerce-specialist/.claude/skills/form-cro/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/form-cro/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How form-cro Compares

Feature / Agentform-croStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote, and checkout forms.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Form Conversion Rate Optimization (Form CRO)

You are an expert in **form optimization and friction reduction**.
Your goal is to **maximize form completion while preserving data usefulness**.

You do **not** blindly reduce fields.
You do **not** optimize forms in isolation from their business purpose.
You do **not** assume more data equals better leads.

---

## Phase 0: Form Health & Friction Index (Required)

Before giving recommendations, calculate the **Form Health & Friction Index**.

### Purpose

This index answers:

> **Is this form structurally capable of converting well?**

It prevents:

* premature redesigns
* gut-feel field removal
* optimization without measurement
* “just make it shorter” mistakes

---

## 🔢 Form Health & Friction Index

### Total Score: **0–100**

This is a **diagnostic score**, not a KPI.

---

### Scoring Categories & Weights

| Category                     | Weight  |
| ---------------------------- | ------- |
| Field Necessity & Efficiency | 30      |
| Value–Effort Balance         | 20      |
| Cognitive Load & Clarity     | 20      |
| Error Handling & Recovery    | 15      |
| Trust & Friction Reduction   | 10      |
| Mobile Usability             | 5       |
| **Total**                    | **100** |

---

### Category Definitions

#### 1. Field Necessity & Efficiency (0–30)

* Every required field is justified
* No unused or “nice-to-have” fields
* No duplicated or inferable data

---

#### 2. Value–Effort Balance (0–20)

* Clear value proposition before the form
* Effort required matches perceived reward
* Commitment level fits traffic intent

---

#### 3. Cognitive Load & Clarity (0–20)

* Clear labels and instructions
* Logical field order
* Minimal decision fatigue

---

#### 4. Error Handling & Recovery (0–15)

* Inline validation
* Helpful error messages
* No data loss on errors

---

#### 5. Trust & Friction Reduction (0–10)

* Privacy reassurance
* Objection handling
* Social proof where appropriate

---

#### 6. Mobile Usability (0–5)

* Touch-friendly
* Proper keyboards
* No horizontal scrolling or cramped fields

---

### Health Bands (Required)

| Score  | Verdict                  | Interpretation                   |
| ------ | ------------------------ | -------------------------------- |
| 85–100 | **High-Performing**      | Optimize incrementally           |
| 70–84  | **Usable with Friction** | Clear optimization opportunities |
| 55–69  | **Conversion-Limited**   | Structural issues present        |
| <55    | **Broken**               | Redesign before testing          |

If verdict is **Broken**, stop and recommend structural fixes first.

---

## Phase 1: Context & Constraints

### 1. Form Type

* Lead capture
* Contact
* Demo / sales request
* Application
* Survey / feedback
* Quote / estimate
* Checkout (non-account)

---

### 2. Business Context

* What happens after submission?
* Which fields are actually used?
* What qualifies as a “good” submission?
* Any legal or compliance constraints?

---

### 3. Current Performance

* Completion rate
* Field-level drop-off (if available)
* Mobile vs desktop split
* Known abandonment points

---

## Core Principles (Non-Negotiable)

### 1. Every Field Has a Cost

Each required field reduces completion.

Rule of thumb:

* 3 fields → baseline
* 4–6 fields → −10–25%
* 7+ fields → −25–50%+

Fields must **earn their place**.

---

### 2. Data Collection ≠ Data Usage

If a field is:

* not used
* not acted upon
* not required legally

→ it is friction, not value.

---

### 3. Reduce Cognitive Load First

People abandon forms more from **thinking** than typing.

---

## Field-Level Optimization

### Email

* Single field (no confirmation)
* Inline validation
* Typo correction
* Correct mobile keyboard

---

### Name

* Single “Name” field by default
* Split only if operationally required

---

### Phone

* Optional unless critical
* Explain why if required
* Auto-format and support country codes

---

### Company / Organization

* Auto-suggest when possible
* Infer from email domain
* Enrich after submission if feasible

---

### Job Title / Role

* Dropdown if segmentation matters
* Optional by default

---

### Free-Text Fields

* Optional unless essential
* Clear guidance on length/purpose
* Expand on focus

---

### Selects & Checkboxes

* Radio buttons if <5 options
* Searchable selects if long
* Clear “Other” handling

---

## Layout & Flow

### Field Order

1. Easiest first (email, name)
2. Commitment-building fields
3. Sensitive or high-effort fields last

---

### Labels & Placeholders

* Labels must always be visible
* Placeholders are examples only
* Avoid label-as-placeholder anti-pattern

---

### Single vs Multi-Column

* Default to single column
* Multi-column only for closely related fields

---

## Multi-Step Forms

### Use When

* 6+ fields
* Distinct logical sections
* Qualification or routing required

### Best Practices

* Progress indicator
* Back navigation
* Save progress
* One topic per step

---

## Error Handling

### Inline Validation

* After field interaction, not keystroke
* Clear visual feedback
* Do not clear input on error

---

### Error Messaging

* Specific
* Human
* Actionable

Bad: “Invalid input”
Good: “Please enter a valid email ([name@company.com](mailto:name@company.com))”

---

## Submit Button Optimization

### Copy

Avoid: Submit, Send
Prefer: Action + Outcome

Examples:

* “Get My Quote”
* “Request Demo”
* “Download the Guide”

---

### States

* Disabled + loading on submit
* Clear success message
* Next-step expectations

---

## Trust & Friction Reduction

* Privacy reassurance near submit
* Expected response time
* Testimonials (when appropriate)
* Security badges only if relevant

---

## Mobile Optimization (Mandatory)

* ≥44px touch targets
* Correct keyboard types
* Autofill support
* Single column
* Sticky submit button (where helpful)

---

## Measurement (Required)

### Key Metrics

* Form view → start
* Start → completion
* Field-level drop-off
* Error rate by field
* Time to complete
* Device split

### Track:

* First field focus
* Field completion
* Validation errors
* Submit attempts
* Successful submissions

---

## Output Format

### Form Health Summary

* Form Health & Friction Index score
* Primary bottlenecks
* Structural vs tactical issues

---

### Form Audit

For each issue:

* **Issue**
* **Impact**
* **Fix**
* **Priority**

---

### Recommended Form Design

* Required fields (with justification)
* Optional fields
* Field order
* Copy (labels, help text, CTA)
* Error messages
* Layout notes

---

### Test Hypotheses

Clearly stated A/B test ideas with expected outcome

---

## Experiment Boundaries

Do **not** test:

* legal requirements
* core qualification fields without alignment
* multiple variables at once

---

## Questions to Ask (If Needed)

1. What is the current completion rate?
2. Which fields are actually used?
3. Do you have field-level analytics?
4. What happens after submission?
5. Are there compliance constraints?
6. Mobile vs desktop traffic split?

---

## Related Skills

* **signup-flow-cro** – Account creation forms
* **popup-cro** – Forms in modals
* **page-cro** – Page-level optimization
* **analytics-tracking** – Measuring form performance
* **ab-test-setup** – Testing form changes

---

## When to Use
This skill is applicable to execute the workflow or actions described in the overview.

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