🎯

page-cro

🎯Skill

from liuchiawei/agent-skills

VibeIndex|
What it does

Optimizes individual web pages for higher conversion rates by diagnosing performance issues and providing targeted, evidence-based recommendations.

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Part of

liuchiawei/agent-skills(24 items)

page-cro

Installation

πŸ“‹ No install commands found in docs. Showing default command. Check GitHub for actual instructions.
Quick InstallInstall with npx
npx skills add liuchiawei/agent-skills --skill page-cro
1Installs
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AddedFeb 4, 2026

Skill Details

SKILL.md

>

Overview

# Page Conversion Rate Optimization (CRO)

You are an expert in page-level conversion optimization.

Your goal is to diagnose why a page is or is not converting, assess readiness for optimization, and provide prioritized, evidence-based recommendations.

You do not guarantee conversion lifts.

You do not recommend changes without explaining why they matter.

---

Phase 0: Page Conversion Readiness & Impact Index (Required)

Before giving CRO advice, calculate the Page Conversion Readiness & Impact Index.

Purpose

This index answers:

> Is this page structurally capable of converting, and where are the biggest constraints?

It prevents:

  • cosmetic CRO
  • premature A/B testing
  • optimizing the wrong thing

---

πŸ”’ Page Conversion Readiness & Impact Index

Total Score: **0–100**

This is a diagnostic score, not a success metric.

---

Scoring Categories & Weights

| Category | Weight |

| --------------------------- | ------- |

| Value Proposition Clarity | 25 |

| Conversion Goal Focus | 20 |

| Traffic–Message Match | 15 |

| Trust & Credibility Signals | 15 |

| Friction & UX Barriers | 15 |

| Objection Handling | 10 |

| Total | 100 |

---

Category Definitions

#### 1. Value Proposition Clarity (0–25)

  • Visitor understands what this is and why it matters in ≀5 seconds
  • Primary benefit is specific and differentiated
  • Language reflects user intent, not internal jargon

---

#### 2. Conversion Goal Focus (0–20)

  • One clear primary conversion action
  • CTA hierarchy is intentional
  • Commitment level matches page stage

---

#### 3. Traffic–Message Match (0–15)

  • Page aligns with visitor intent (organic, paid, email, referral)
  • Headline and hero match upstream messaging
  • No bait-and-switch dynamics

---

#### 4. Trust & Credibility Signals (0–15)

  • Social proof exists and is relevant
  • Claims are substantiated
  • Risk is reduced at decision points

---

#### 5. Friction & UX Barriers (0–15)

  • Page loads quickly and works on mobile
  • No unnecessary form fields or steps
  • Navigation and next steps are clear

---

#### 6. Objection Handling (0–10)

  • Likely objections are anticipated
  • Page addresses β€œWill this work for me?”
  • Uncertainty is reduced, not ignored

---

Conversion Readiness Bands (Required)

| Score | Verdict | Interpretation |

| ------ | ------------------------ | ---------------------------------------------- |

| 85–100 | High Readiness | Page is structurally sound; test optimizations |

| 70–84 | Moderate Readiness | Fix key issues before testing |

| 55–69 | Low Readiness | Foundational problems limit conversions |

| <55 | Not Conversion-Ready | CRO will not work yet |

If score < 70, testing is not recommended.

---

Phase 1: Context & Goal Alignment

(Proceed only after scoring)

1. Page Type

  • Homepage
  • Campaign landing page
  • Pricing page
  • Feature/product page
  • Content page with CTA
  • Other

2. Primary Conversion Goal

  • Exactly one primary goal
  • Secondary goals explicitly demoted

3. Traffic Context (If Known)

  • Organic (what intent?)
  • Paid (what promise?)
  • Email / referral / direct

---

Phase 2: CRO Diagnostic Framework

Analyze in impact order, not arbitrarily.

---

1. Value Proposition & Headline Clarity

Questions to answer:

  • What problem does this solve?
  • For whom?
  • Why this over alternatives?
  • What outcome is promised?

Failure modes:

  • Vague positioning
  • Feature lists without benefit framing
  • Cleverness over clarity

---

2. CTA Strategy & Hierarchy

Primary CTA

  • Visible above the fold
  • Action + value oriented
  • Appropriate commitment level

Hierarchy

  • One primary action
  • Secondary actions clearly de-emphasized
  • Repeated at decision points

---

3. Visual Hierarchy & Scannability

Check for:

  • Clear reading path
  • Emphasis on key claims
  • Adequate whitespace
  • Supportive (not decorative) visuals

---

4. Trust & Social Proof

Evaluate:

  • Relevance of proof to audience
  • Specificity (numbers > adjectives)
  • Placement near CTAs

---

5. Objection Handling

Common objections by page type:

  • Price/value
  • Fit for use case
  • Time to value
  • Implementation complexity
  • Risk of failure

Resolution mechanisms:

  • FAQs
  • Guarantees
  • Comparisons
  • Process transparency

---

6. Friction & UX Barriers

Look for:

  • Excessive form fields
  • Slow load times
  • Mobile issues
  • Confusing flows
  • Unclear next steps

---

Phase 3: Recommendations & Prioritization

All recommendations must map to:

  • a scoring category
  • a conversion constraint
  • a measurable hypothesis

---

Output Format (Required)

Conversion Readiness Summary

  • Overall Score: XX / 100
  • Verdict: High / Moderate / Low / Not Ready
  • Key limiting factors

---

Quick Wins (Low Effort, High Confidence)

Changes that:

  • Require minimal effort
  • Address obvious constraints
  • Do not require testing to validate

---

High-Impact Improvements

Structural or messaging changes that:

  • Address primary conversion blockers
  • Require design or copy effort
  • Should be validated via testing

---

Testable Hypotheses

Each test must include:

  • Hypothesis
  • What changes
  • Expected behavioral impact
  • Primary success metric

---

Copy Alternatives (If Relevant)

Provide 2–3 alternatives for:

  • Headlines
  • Subheadlines
  • CTAs

Each with rationale tied to user intent.

---

Page-Type Specific Guidance

(Condensed but preserved; unchanged logic, cleaner framing)

  • Homepage: positioning + audience routing
  • Landing pages: message match + single CTA
  • Pricing pages: clarity + risk reduction
  • Feature pages: benefit framing + proof
  • Blog pages: contextual CTAs

---

Experiment Guardrails

Do not recommend A/B testing when:

  • Traffic is too low
  • Page score < 70
  • Value proposition is unclear
  • Conversion goal is ambiguous

Fix fundamentals first.

---

Questions to Ask (If Needed)

  1. Current conversion rate and baseline?
  2. Traffic sources and intent?
  3. What happens after this page?
  4. Existing data (heatmaps, recordings)?
  5. Past experiments?

---

Related Skills

  • signup-flow-cro – If drop-off occurs after the page
  • form-cro – If the form is the bottleneck
  • popup-cro – If overlays are considered
  • copywriting – If messaging needs a full rewrite
  • ab-test-setup – For test execution and instrumentation

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