page-cro▌
sickn33/antigravity-awesome-skills · updated Apr 8, 2026
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Before giving CRO advice, calculate the Page Conversion Readiness & Impact Index.
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
🔢 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 “Will 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)
- Current conversion rate and baseline?
- Traffic sources and intent?
- What happens after this page?
- Existing data (heatmaps, recordings)?
- 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
## When to Use
This skill is applicable to execute the workflow or actions described in the overview.
How to use page-cro on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add page-cro
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches page-cro from GitHub repository sickn33/antigravity-awesome-skills and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate page-cro. Access the skill through slash commands (e.g., /page-cro) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices▌
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This▌
✓ Use When
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid When
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.7★★★★★51 reviews- ★★★★★Kofi Sharma· Dec 24, 2024
page-cro fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Naina Brown· Dec 12, 2024
page-cro reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Shikha Mishra· Dec 8, 2024
Useful defaults in page-cro — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Mia Desai· Dec 8, 2024
I recommend page-cro for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Neel Kapoor· Dec 4, 2024
page-cro has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Yash Thakker· Nov 27, 2024
page-cro has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Dev Kapoor· Nov 27, 2024
Solid pick for teams standardizing on skills: page-cro is focused, and the summary matches what you get after install.
- ★★★★★Sakshi Patil· Nov 23, 2024
Registry listing for page-cro matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Dev Jain· Nov 23, 2024
Useful defaults in page-cro — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Mia Nasser· Nov 15, 2024
page-cro is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
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