software-cost-quote-review

software-cost-quote-review Business Diagnostic Assistant

Quick Start

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Overview

The Business Diagnostic Assistant is used to answer "how should this be done," software cost, quotes, and person-days, and is suitable for technical, managerial, software, and software cost scenarios after clarifying business goals, content materials, or analysis targets. It combines inputs such as quote and scope descriptions, pasted supplier quotes, functional scope, milestones, staffing, assumptions, and payment milestones. 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

• When users raise questions like "how should this be done" and need to quickly break down goals, determine priorities, and form executable results
• When technical, managerial, software, and software cost roles need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the Business Diagnostic Assistant
• When users have already prepared quote and scope descriptions (pasted supplier quotes, functional scope, milestones, staffing, assumptions, and payment milestones.), review priorities (selecting the direction that most needs priority handling in this software cost quote review.), and uploaded quote materials (uploading quotes, WBS, draft contracts, schedules, or supplier proposals), and want them organized into executable analysis or optimization results
• When users need to turn Business Diagnostic Assistant-related materials into clear conclusions, priorities, and next actions

Invocation Method

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 '{"costQuoteText":"报价与范围说明"}'

Parameter Description

Parameter	Type	Required	Default	Description
costQuoteText	string	No	-	Paste supplier quotes, functional scope, milestones, staffing, assumptions, and payment milestones
quoteReviewFocus	string	No	范围遗漏	Select the direction that most needs priority handling in this software cost quote review; optional values:范围遗漏、工期人力、费用异常、谈判问题
quoteWorkbookFile	string	No	-	Upload quotes, WBS, draft contracts, schedules, or supplier proposals
vendorProposalLink	string	No	-	Enter publicly accessible solution pages, quote descriptions, service catalogs, or tender material links; a complete accessible URL is required
deliveryScopeContext	string	No	-	Describe business goals, system boundaries, tech stack, launch time, acceptance method, and budget range
staffingAssumptionNotes	string	No	-	Supplement role configuration, schedule assumptions, outsourcing boundaries, change mechanisms, and risk points

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 tables.

Supported Input Formats

This skill currently accepts JSON parameters directly; if the parameters contain link fields, pass complete, accessible URLs.

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 '{"costQuoteText":"报价与范围说明"}'

Equivalent --params JSON：

{
  "costQuoteText": "报价与范围说明"
}

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 quotation and scope description (paste the supplier quotation, functional scope, milestones, staffing, assumptions, and payment milestones.), review priorities (select the direction that most needs priority handling in this software cost quotation review.), upload quotation materials (upload the quotation, WBS, draft contract, schedule, or supplier proposal.) to extract key context and bases 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 are few input materials, 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