paywall-upgrade-cro

paywall-upgrade-cro Conversion Experimentation Assistant

Quick Start

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Overview

The conversion experimentation assistant is used to answer "Is this change worth testing?", conversion rate, growth marketing, and copywriting questions. It is suitable for marketing, operations, product, and sales to invoke after clarifying business goals, content materials, or analysis targets. It combines inputs such as paywall and upgrade content, pasted paywall copy, upgrade modals, subscription pages, plan descriptions, feature lock prompts, cancellation/downgrade..., organizes key context, and outputs summaries, diagnostic conclusions, action recommendations, and reusable deliverables for continued execution, review, or delivery.

When to Use

Applicable Scenarios

• The user asks questions such as "Is this change worth testing?" and needs to quickly break down goals, determine priorities, and form executable results
• Marketing, operations, product, and sales need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the conversion experimentation assistant
• The user has already prepared the upgrade goal (for example, explain premium value, improve trial-to-paid, reduce hesitation, guide annual payment, reduce misunderstandings, or improve transparency.), upgrade target users (supplement free users, trial users, active users, team administrators, churn-risk users, or specific segmented audiences.), paywall or upgrade page link (fill in a publicly accessible paywall preview, upgrade page, pricing page, product page, or help documentation link.), and wants to organize them into executable analysis or optimization results
• The user needs to turn materials related to the conversion experimentation assistant into clear conclusions, priorities, and next-step actions

How to Invoke

Call the AI Skills API directly through the exported Python runner:

Command Examples

Basic Invocation

python3 scripts/run.py --params '{}'

Invocation with Common Parameters

python3 scripts/run.py --params '{"goal":"升级目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
goal	string	No	-	For example, explain premium value, improve trial-to-paid, reduce hesitation, guide annual payment, reduce misunderstandings, or improve transparency
audience	string	No	-	Supplement free users, trial users, active users, team administrators, churn-risk users, or specific segmented audiences
materialUrl	string	No	-	Fill in a publicly accessible paywall preview, upgrade page, pricing page, product page, or help documentation link; a complete accessible URL must be provided
reviewDepth	string	No	标准诊断	Choose quick checkup, standard diagnosis, or deep upgrade path analysis; optional values:快速体检、标准诊断、深度改稿
materialFile	string	No	-	Supports docx, pdf, md, txt, and other materials, suitable for submitting paywall screenshot text, subscription page drafts, experiment briefs, or user feedback
materialText	string	No	-	Paste paywall copy, upgrade modals, subscription pages, plan descriptions, feature lock prompts, cancellation/downgrade prompts, or user feedback
targetPlatform	string	No	-	For example, Web, mobile web, iOS, Android, SaaS console, browser extension, or desktop app
brandRequirements	string	No	-	Supplement brand tone, price/refund promises, store rule reminders, prohibited expressions, and information that must be retained

For the complete machine-readable parameter structure, see references/form-schema.json。

Parameter value reference

This skill currently has no categorical parameters that require additional lookup.

Supported input formats

This skill directly accepts JSON parameters; if the parameters contain a link field, please pass a complete, accessible URL.

Example request

The example parameters below can be passed directly to scripts/run.py, and the runner will send them to the AI Skills API.

python3 scripts/run.py --params '{"goal":"升级目标"}'

Equivalent --params JSON：

{
  "goal": "升级目标"
}

Example return result

{
  "success": true,
  "data": {
    "message": "示例结果请以技能真实返回结构为准。"
  },
  "meta": {
    "executionTime": 842,
    "cached": false
  }
}

Deliverables

• Summary, diagnostic conclusions, action recommendations, and reusable deliverables: organize the core results around the user's goals that can be directly read, reviewed, or delivered.
• Interpretation of input materials: combined with the upgrade goal (for example, explaining advanced value, increasing trial-to-paid conversion, reducing hesitation, guiding annual payment, reducing misunderstandings, or improving transparency.), upgrade target users (supplement free users, trial users, active users, team administrators, churn-risk users, or specific segmented groups.), paywall or upgrade page link (fill in a publicly accessible paywall preview, upgrade page, pricing page, product page, or help documentation link.) to extract key context and the basis for judgment.
• Next steps: provide priorities, execution suggestions, or a content framework that can be further processed.

Suggestions for using the results

• First determine whether the output answers the user's core question about the "Conversion Experiment Assistant".
• Then check whether the results cover the summary, diagnostic conclusions, action recommendations, and reusable deliverables, and whether clear next steps are provided.
• If there is little input material, it is recommended to ask the user to supplement the goal, audience, constraints, or original materials before running.

Preparation before running

• AISKILLS_BASE_URL: default https://ai-skills.ai
• AISKILLS_API_KEY: required, used for authenticated calls
• AISKILLS_TENANT_ID: default default