Overview
The Business Diagnosis Assistant is used to answer "how should this be done," e-commerce operations, product conversion, and user feedback. It is suitable for operations, marketing, sales, and product teams to invoke after clarifying business goals, content materials, or analysis targets. It combines competitor snapshots, pasted competitor prices, promotions, main image selling points, detail page summaries, review summaries, update times, and screenshots... and other inputs, organizes key context, and outputs summaries, diagnostic conclusions, action recommendations, and reusable deliverables for continued execution, review, or delivery.
When to Use
Applicable Scenarios
- Users ask questions like "how should this be done," requiring quick breakdown of goals, judgment of priorities, and formation of executable results
- Operations, marketing, sales, and product teams need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the Business Diagnosis Assistant
- Users have already prepared an inspection platform (inspection platform), uploaded inspection materials (supports competitor screenshots, price lists, inspection tables, operations reviews, or comparison documents.), and inspection goals (inspection goals), and want to organize them into executable analysis or optimization results
- Users need to turn materials related to the Business Diagnosis Assistant into clear conclusions, priorities, and next steps
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 '{"platform":"通用电商"}'
Parameter Description
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
platform |
string | No | 通用电商 |
Inspection platform; optional values:通用电商、淘宝/天猫、京东、拼多多、抖音电商、小红书店铺、独立站、亚马逊、TikTok Shop |
watchFile |
string | No | - | Supports competitor screenshots, price lists, inspection tables, operations reviews, or comparison documents |
watchGoal |
string | No | 价格与卖点变化解读 |
Inspection goals; optional values:价格与卖点变化解读、判断是否跟价、优化主图卖点、制定促销应对、竞品周报 |
marketRegion |
string | No | 中国大陆 |
Market region; optional values:中国大陆、北美、欧洲、日本、韩国、东南亚、中东、拉美、全球通用 |
responseStyle |
string | No | 稳健应对 |
Response preference; optional values:保守观察、稳健应对、积极反击 |
ownProductInfo |
string | No | - | Supplement your own price, final price, gross margin, inventory, selling points, gifts, after-sales, and non-adjustable constraints |
competitorLinks |
string | No | - | Enter public product links, store links, or ranking links; one link per line is also acceptable |
competitorSnapshot |
string | No | - | Paste competitor prices, promotions, main image selling points, detail page summaries, review summaries, update times, and screenshot text |
For the complete machine-readable parameter structure, see references/form-schema.json。
Parameter Value Reference
This skill currently has no categorical parameters that require an additional lookup table.
Supported Input Formats
This skill currently accepts JSON parameters directly and does not involve share link parsing.
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 '{"platform":"通用电商"}'
Equivalent --params JSON:
{
"platform": "通用电商"
}
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: extract key context and the basis for judgment by combining the inspection platform (inspection platform) and uploaded inspection materials (supports competitor screenshots, price lists, inspection forms, operational reviews, or comparison documents.) and the inspection goal (inspection goal).
- 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 question about the "Business Diagnostic 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 source materials before running.
Preparation Before Running
AISKILLS_BASE_URL: defaulthttps://ai-skills.aiAISKILLS_API_KEY: required, used for authenticated callsAISKILLS_TENANT_ID: defaultdefault