Overview
The business diagnostic assistant is used to answer "how should this be done," office collaboration, meeting minutes, and task breakdown. It is suitable for operations, product, technical, and sales to invoke after clarifying business goals, content materials, or analysis targets. It will combine inputs such as Feishu meeting minutes, pasted Feishu Minutes transcripts, meeting minutes, chat records, speech summaries, or post-meeting notes. It organizes key context and outputs summaries, diagnostic conclusions, action recommendations, and reusable deliverables, making it easy to continue execution, review, or delivery.
When to Use
Applicable Scenarios
- Users ask questions such as "how should this be done," and need to quickly break down goals, determine priorities, and form executable results
- Operations, product, technical, and sales need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the business diagnostic assistant
- Users have already prepared meeting review goals (for example, distilling conclusions, clarifying action items, generating post-meeting syncs, identifying risks, or preparing for the next meeting.), minute readers (for example, attendees, non-attendees, project owners, clients, or managers.), and minute link notes (fill in the Feishu Minutes or meeting minutes link and add a summary of visible content; the system will not automatically open the link.), and want to organize them into executable analysis or optimization results
- Users need to turn business diagnostic assistant-related materials into clear conclusions, priorities, and next steps
How to Invoke
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 '{"goal":"会议复盘目标"}'
Parameter Description
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
goal |
string | No | - | For example, distilling conclusions, clarifying action items, generating post-meeting syncs, identifying risks, or preparing for the next meeting |
audience |
string | No | - | For example, attendees, non-attendees, project owners, clients, or managers |
materialUrl |
string | No | - | Fill in the Feishu Minutes or meeting minutes link and add a summary of visible content; the system will not automatically open the link; an accessible complete URL must be provided |
reviewDepth |
string | No | 标准诊断 |
Choose quick summary, standard review, or deep tracking; optional values:快速体检、标准诊断、深度改稿 |
materialFile |
string | No | - | Upload meeting minutes exports, transcript files, screenshot OCR text, agendas, or related materials |
materialText |
string | No | - | Paste Feishu Minutes transcripts, meeting minutes, chat records, speech summaries, or post-meeting notes |
targetPlatform |
string | No | - | Specify whether it is for Feishu group sync, project weekly meeting review, client meeting minutes, or management reporting |
brandRequirements |
string | No | - | Add meeting minutes templates, forms of address, tone, confidentiality requirements, or boundaries for client communication |
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 table lookup.
Supported Input Formats
The current skill directly accepts JSON parameters; if the parameters contain a link field, please 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 '{"goal":"会议复盘目标"}'
Equivalent --params JSON：
{
"goal": "会议复盘目标"
}
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: based on the meeting review goals (for example, extracting conclusions, clarifying action items, generating post-meeting syncs, identifying risks, or preparing for the next meeting.), the minutes readers (for example, attendees, non-attendees, project leads, clients, or managers.), and the minutes link description (fill in the Feishu Miaoji or meeting minutes link, and add a summary of the visible content; the system will not automatically open the link.) extract key context and the basis for judgment.
- Next steps: provide priorities, execution suggestions, or a content framework that can be further developed.
Suggestions for using the results
- First determine whether the output answers the user's core question about the "Business Diagnosis 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 ask the user to 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