Overview
The Business Diagnosis Assistant is used to answer "how should this be done," content operations, new media, and topic selection. It is suitable for operations, marketing, content media, and e-commerce to invoke after clarifying business goals, content materials, or analysis targets. It will combine brand account materials, pasted account introductions, content columns, the last 30 titles, fan feedback, brand selling points and goals, and other inputs, organize key context, and output summaries, diagnostic conclusions, action recommendations, and reusable deliverables for continued execution, review, or delivery.
When to Use
Applicable Scenarios
- The user asks questions like "how should this be done," requiring rapid goal breakdown, priority assessment, and formation of actionable results
- Operations, marketing, content media, and e-commerce need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the Business Diagnosis Assistant
- The user has already prepared uploaded account data (uploaded account screenshots, content tables, data reviews, competitor account records, or brand materials), account homepage links (fill in publicly accessible Douyin, Xiaohongshu, Video Account, Bilibili, or official account homepages), content assets and constraints (supplement existing columns, available materials, competitor positioning, tone boundaries, and short-term KPIs), and hopes to organize them into actionable analysis or optimization results
- The user needs to turn Business Diagnosis Assistant related materials into clear conclusions, priorities, and next steps
Invocation Method
Directly call the AI Skills API through the exported Python runner:
Command Examples
Basic Invocation
python3 scripts/run.py --params '{}'
Invocation with Common Parameters
python3 scripts/run.py --params '{"accountDataFile":"上传账号数据"}'
Parameter Description
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
accountDataFile |
string | No | - | Upload account screenshots, content tables, data reviews, competitor account records, or brand materials |
accountHomeLink |
string | No | - | Fill in publicly accessible Douyin, Xiaohongshu, Video Account, Bilibili, or official account homepages; a complete accessible URL is required |
contentAssetNotes |
string | No | - | Supplement existing columns, available materials, competitor positioning, tone boundaries, and short-term KPIs |
accountProfileText |
string | No | - | Paste account introduction, content columns, the last 30 titles, fan feedback, brand selling points, and goals |
accountPositionFocus |
string | No | 定位清晰 |
Select the direction that most needs priority handling in this brand account positioning diagnosis; optional values:定位清晰、栏目结构、差异化、增长建议 |
brandAudienceContext |
string | No | - | Describe the brand stage, product line, audience, price range, channels, and business goals |
See the complete machine-readable parameter structure at references/form-schema.json。
Parameter Value Reference
The current skill has no categorical parameters that require additional lookup.
Supported Input Formats
The current skill directly accepts JSON parameters; 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 '{"accountDataFile":"上传账号数据"}'
Equivalent --params JSON:
{
"accountDataFile": "上传账号数据"
}
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: combine uploaded account data (uploaded account screenshots, content lists, performance reviews, competitor account records, or brand materials.), account homepage links (provide publicly accessible Douyin, Xiaohongshu, WeChat Channels, Bilibili, or Official Account homepages.), and content assets and constraints (supplement existing columns, available materials, competitor positioning, tone boundaries, and short-term KPIs.) to extract key context and bases for judgment.
- Next steps: provide priorities, execution recommendations, or content frameworks that can be further developed.
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 the input materials are insufficient, 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