Overview
The Business Diagnostic Assistant is used to answer "how should this be done," content operations, new media, and topic selection, and is suitable for operations, marketing, content media, and e-commerce to call after clarifying business goals, content materials, or analysis targets. It combines creator profile and performance, pasted creator introduction, content direction, follower profile, recent data, quotes, and collaboration requests. 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
- The user raises questions such as "how should this be done," and needs to quickly break down goals, determine priorities, and form executable results
- Operations, marketing, content media, and e-commerce need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the Business Diagnostic Assistant
- The user has already prepared uploaded creator data (uploaded creator data table, quote sheet, campaign review, content samples, or competitor collaboration records.), creator homepage links (fill in publicly accessible creator homepage, works, Xingtu/Pgy page, or case link.), creator profile and performance (paste creator introduction, content direction, follower profile, recent data, quotes, and collaboration requests.), and hopes to organize them into executable analysis or optimization results
- The user needs to turn materials related to the Business Diagnostic Assistant into clear conclusions, priorities, and next actions
How to Call
Call the AI Skills API directly through the exported Python runner:
Command Examples
Basic Call
python3 scripts/run.py --params '{}'
Call with Common Parameters
python3 scripts/run.py --params '{"creatorDataFile":"上传达人数据"}'
Parameter Description
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
creatorDataFile |
string | No | - | Uploaded creator data table, quote sheet, campaign review, content samples, or competitor collaboration records |
creatorProfileLink |
string | No | - | Fill in a publicly accessible creator homepage, works, Xingtu/Pgy page, or case link; a complete accessible URL is required |
creatorProfileText |
string | No | - | Paste creator introduction, content direction, follower profile, recent data, quotes, and collaboration requests |
benchmarkMetricNotes |
string | No | - | Supplement competitor creators, historical costs, conversion definitions, risk concerns, and types of collaborations that cannot be accepted |
collaborationContext |
string | No | - | Specify brand, category, budget, target audience, campaign goals, and collaboration format |
creatorBenchmarkFocus |
string | No | 匹配度 |
Select the direction that most needs priority handling in this creator commercial value benchmark evaluation; optional values:匹配度、内容质量、成本效率、风险清单 |
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 table lookup.
Supported Input Formats
This skill directly accepts JSON parameters; if the parameters contain link fields, please pass complete, accessible URLs.
Example Request
The example parameters below can be passed directly to scripts/run.py, the runner will send them to the AI Skills API.
python3 scripts/run.py --params '{"creatorDataFile":"上传达人数据"}'
Equivalent --params JSON：
{
"creatorDataFile": "上传达人数据"
}
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 influencer data (uploaded influencer data tables, quotations, campaign reviews, content samples, or competitor collaboration records.), influencer homepage links (fill in publicly accessible influencer homepages, works, Xingtu/Pugongying pages, or case links.), influencer profiles and performance (paste influencer bios, content direction, follower profiles, recent data, quotations, and collaboration requests.) to extract key context and bases for judgment.
- Next steps: provide priorities, execution recommendations, or a content framework that can be further developed.
Suggestions for using the results
- First determine whether the output answers the user's core questions 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 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