lark-calendar

lark-calendar Business Diagnostic Assistant

Quick Start

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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 teams to invoke after clarifying business goals, content materials, or analysis targets. It combines Lark calendar arrangements, pasted calendar titles, times, participants, meeting descriptions, agendas, locations, notes, or meeting lists. 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

• 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 teams need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the business diagnostic assistant
• Users have already prepared calendar collaboration goals (for example, identifying conflicts, preparing agendas, arranging follow-ups, generating meeting briefs, or optimizing meeting cadence.), brief readers (for example, participants, hosts, assistants, project teams, client teams, or managers.), and calendar link descriptions (fill in Lark calendars, meetings, or related document links, and add visible content summaries; the system will not automatically open links.), and want 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 '{"goal":"日程协作目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
goal	string	No	-	For example, identifying conflicts, preparing agendas, arranging follow-ups, generating meeting briefs, or optimizing meeting cadence
audience	string	No	-	For example, participants, hosts, assistants, project teams, client teams, or managers
materialUrl	string	No	-	Fill in Lark calendars, meetings, or related document links, and add visible content summaries; the system will not automatically open links; a complete accessible URL must be provided
reviewDepth	string	No	标准诊断	Choose quick organization, standard preparation, or in-depth scheduling diagnosis; optional values:快速体检、标准诊断、深度改稿
materialFile	string	No	-	Upload calendar exports, meeting schedules, screenshot OCR text, agenda documents, or preparation materials
materialText	string	No	-	Paste calendar titles, times, participants, meeting descriptions, agendas, locations, notes, or meeting lists
targetPlatform	string	No	-	Specify whether it is for Lark calendar organization, weekly meeting preparation, client meeting preparation, or manager calendar briefs
brandRequirements	string	No	-	Add meeting templates, forms of address, communication tone, confidentiality requirements, or client expression boundaries

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

Parameter Value Reference

The current skill has no category parameters that require additional lookup.

Supported input formats

The current skill directly accepts JSON parameters; if the parameters include a link field, please pass a complete, accessible URL.

Example request

The following example parameters 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":"日程协作目标"}'

Equivalent --params JSON：

{
  "goal": "日程协作目标"
}

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: combined with the schedule collaboration goals (for example, identifying conflicts, preparing agendas, arranging follow-ups, generating meeting briefs, or optimizing meeting pacing.), the brief readers (for example, attendees, hosts, assistants, project teams, client teams, or managers.), and the schedule link description (fill in Feishu schedule, meeting, or related document links, and supplement with a summary of the visible content; the system will not automatically open links.) 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 result covers the summary, diagnostic conclusions, action recommendations, and reusable deliverables, and whether it provides clear next steps.
• 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