Overview
The Business Diagnostic Assistant is used to answer "how should this be done," financial materials, risk alerts, and evidence review. It is suitable for operations, marketing, technical, and product teams to invoke after clarifying business goals, content materials, or analysis targets. It combines inputs such as excerpts from public company materials, pasted announcements, annual report summaries, news, litigation, equity, business, or risk disclosures. It 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," needing to quickly break down goals, identify priorities, and form executable results.
- Operations, marketing, technical, and product teams need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the Business Diagnostic Assistant.
- Users have already prepared upload disclosure materials (uploaded announcements, annual reports, prospectuses, news lists, due diligence forms, or data excerpts.), focus matters and exclusion scope (additional key focus, known risks, scope where no conclusion may be drawn, and matters requiring manual verification.), due diligence purpose and market background (explaining the company, industry, market, cooperation/investment/procurement purpose, and time range.), and wish to organize them into executable analysis or optimization results.
- Users need to turn materials related to the Business Diagnostic Assistant into clear conclusions, priorities, and next steps.
How to Invoke
Call the AI Skills API directly through the exported Python runner:
Command Example
Basic Invocation
python3 scripts/run.py --params '{}'
Invocation with Common Parameters
python3 scripts/run.py --params '{"disclosureFile":"上传披露资料"}'
Parameter Description
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
disclosureFile |
string | No | - | Uploaded announcements, annual reports, prospectuses, news lists, due diligence forms, or data excerpts |
watchItemNotes |
string | No | - | Additional key focus, known risks, scope where no conclusion may be drawn, and matters requiring manual verification |
diligenceContext |
string | No | - | Explain the company, industry, market, cooperation/investment/procurement purpose, and time range |
companyDisclosureLink |
string | No | - | Enter publicly accessible exchange announcements, company official websites, regulatory disclosures, or news links; accessible complete URLs must be provided |
companyDisclosureText |
string | No | - | Paste announcements, annual report summaries, news, litigation, equity, business, or risk disclosures |
diligenceSummaryFocus |
string | No | 业务概况 |
Select the direction that most needs priority handling in this public company due diligence summary; available values:业务概况、风险事件、治理结构、待核实清单 |
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.
Supported Input Formats
This skill currently accepts JSON parameters directly; if the parameters contain link fields, provide 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 '{"disclosureFile":"上传披露资料"}'
Equivalent --params JSON:
{
"disclosureFile": "上传披露资料"
}
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 disclosure materials (uploaded announcements, annual reports, prospectuses, news lists, due diligence forms, or data excerpts.), matters of concern and exclusion scope (supplementary key focus, known risks, areas where conclusions must not be drawn, and matters requiring manual verification.), due diligence purpose and market background (explain the company, industry, market, purpose of cooperation/investment/procurement, and time range.) 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 "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