gws-docs

gws-docs Business Diagnostic Assistant

Quick Start

More Skills

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 call after clarifying business goals, content materials, or analysis objects. It combines inputs such as Google Docs content, pasted Docs body text, comment summaries, revision notes, outlines, paragraph fragments, or review opinions, 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, 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 the review goal (for example, structure optimization, comment consolidation, pre-release review, rewrite plan, or forming an executive summary), document audience (for example, authors, reviewers, clients, managers, legal, sales, or operations teams), and Docs link description (fill in the Google Docs or related document link and add a summary of visible content; the system will not automatically open ...), and want to organize it into executable analysis or optimization results
• Users need to turn materials related to the business diagnostic assistant into clear conclusions, priorities, and next-step actions

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 '{"goal":"审阅目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
goal	string	No	-	For example, structure optimization, comment consolidation, pre-release review, rewrite plan, or forming an executive summary
audience	string	No	-	For example, authors, reviewers, clients, managers, legal, sales, or operations teams
materialUrl	string	No	-	Fill in the Google Docs or related document link and add a summary of visible content; the system will not automatically open the link; a complete accessible URL must be provided
reviewDepth	string	No	标准诊断	Choose quick review, standard editing suggestions, or in-depth collaborative diagnosis; optional values:快速体检、标准诊断、深度改稿
materialFile	string	No	-	Upload Docs exports, docx, pdf, md, txt, screenshot OCR text, or related reference materials
materialText	string	No	-	Paste Docs body text, comment summaries, revision notes, outlines, paragraph fragments, or review opinions
targetPlatform	string	No	-	Explain whether it is for Google Docs editing, client-shared versions, internal review, knowledge base publishing, or cross-team handoff
brandRequirements	string	No	-	Add brand tone, glossary, formatting specifications, confidentiality requirements, compliance boundaries, or external communication rules

See the complete machine-readable parameter structure at references/form-schema.json。

Parameter Value Reference

The current skill has no categorical parameters that require an additional lookup table.

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":"审阅目标"}'

Equivalent --params JSON：

{
  "goal": "审阅目标"
}

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: combine the review goals (for example, structural optimization, comment consolidation, pre-publication review, rewriting plan, or forming an executive summary.), document audience (for example, authors, reviewers, clients, managers, legal, sales, or operations teams.), Docs link description (fill in the Google Docs or related document link, and add a summary of the visible content; the system will not automatically open...) 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 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 original materials before running.

Preparation before running

• AISKILLS_BASE_URL: default https://ai-skills.ai
• AISKILLS_API_KEY: required, used for authenticated calls
• AISKILLS_TENANT_ID: default default