Overview
The Conversion Experiment Assistant is used to answer "Is this change worth testing?", knowledge paid content, detail pages, and conversion. It is suitable for operations, marketing, education and training, and content media to call after clarifying business goals, content materials, or analysis targets. It will combine inputs such as course sales page copy, pasted course title, first screen, pain points, benefits, instructor introduction, price, and FAQ. It organizes the key context and outputs a summary, diagnostic conclusions, action recommendations, and reusable deliverables, making it easy to continue execution, review, or delivery.
When to Use
Applicable Scenarios
- The user raises questions such as "Is this change worth testing?" and needs to quickly break down goals, determine priorities, and form executable results
- Operations, marketing, education and training, and content media need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the Conversion Experiment Assistant
- The user has already prepared the review focus (select the direction that most needs priority handling in this course conversion page review.), uploaded conversion page materials (upload sales page drafts, screenshots, ad landing pages, competitor page records, or conversion data.), and course page link (fill in a publicly accessible course sales page, enrollment page, or campaign page.), and hopes to organize them into executable analysis or optimization results
- The user needs to turn materials related to the Conversion Experiment Assistant into clear conclusions, priorities, and next steps
How to Call
Call the AI Skills API directly through the exported Python runner:
Command Example
Basic Call
python3 scripts/run.py --params '{}'
Call with Common Parameters
python3 scripts/run.py --params '{"coursePageFocus":"首屏转化"}'
Parameter Description
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
coursePageFocus |
string | No | 首屏转化 |
Select the direction that most needs priority handling in this course conversion page review; optional values:首屏转化、信任证明、权益表达、FAQ补强 |
courseSalesPageFile |
string | No | - | Upload sales page drafts, screenshots, ad landing pages, competitor page records, or conversion data |
courseSalesPageLink |
string | No | - | Fill in a publicly accessible course sales page, enrollment page, or campaign page; a complete accessible URL is required |
courseSalesPageText |
string | No | - | Paste the course title, first screen, pain points, benefits, instructor introduction, price, and FAQ |
offerConstraintNotes |
string | No | - | Supplement course benefits, refund rules, non-promisable effects, proof materials, and limited-time mechanisms |
targetLearnerContext |
string | No | - | Explain the target audience, traffic sources, average order value, conversion goals, and purchase concerns |
See the complete machine-readable parameter structure at references/form-schema.json。
Parameter Value Reference
This skill currently has no categorical parameters that require additional lookup tables.
Supported Input Formats
This skill currently accepts JSON parameters directly; if a parameter contains a link field, 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 '{"coursePageFocus":"首屏转化"}'
Equivalent --params JSON:
{
"coursePageFocus": "首屏转化"
}
Example of Returned 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: combine the review focus (select the direction that most needs priority handling in this course conversion page review.), uploaded conversion page materials (upload sales page drafts, screenshots, campaign landing pages, competitor page records, or conversion data.), and course page link (fill in a publicly accessible course sales page, enrollment page, or event page.) to extract key context and the basis for judgment.
- Next steps: provide priorities, execution recommendations, or a content framework that can be further processed.
Suggestions for Using the Results
- First determine whether the output answers the user's core questions 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 have the user supplement the goals, audience, constraints, or original materials before running.
Preparation Before Running
AISKILLS_BASE_URL: defaulthttps://ai-skills.aiAISKILLS_API_KEY: required, used for authenticated callsAISKILLS_TENANT_ID: defaultdefault