real-estate-listing-compliance-review

real-estate-listing-compliance-review risk review assistant

Quick start

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Overview

The risk review assistant is used to answer "what risks are here," real estate marketing, selling points, and compliance reminders. It is suitable for operations, marketing, retail, and content media to call after clarifying business goals, content materials, or analysis targets. It combines inputs such as property pitch text, pasted property titles, selling points, floor plans, school district/transportation/price statements, agent pitches, and poster copy... to organize key context and output summaries, diagnostic conclusions, action recommendations, and reusable deliverables for continued execution, review, or delivery.

When to use

Applicable scenarios

• The user asks questions such as "what risks are here" and needs to quickly break down goals, identify priorities, and form executable results
• Operations, marketing, retail, and content media need to generate summaries, diagnostic conclusions, action recommendations, and reusable deliverables around the risk review assistant
• The user has already prepared property and transaction background (specify city, area, new home/resale, product type, customer group, transaction stage, and channel.), uploaded property materials (upload property copy, posters, floor plan materials, price lists, certificate descriptions, or review sheets.), and public property links (fill in publicly accessible property pages, community pages, project pages, or policy explanation links.), and wants to organize them into executable analysis or optimization results
• The user needs to turn materials related to the risk review assistant into clear conclusions, priorities, and next actions

How to call

Call the AI Skills API directly through the exported Python runner:

Command example

Basic call

python3 scripts/run.py --params '{}'

Call with common parameters

python3 scripts/run.py --params '{"propertyContext":"房源与交易背景"}'

Parameter description

Parameter	Type	Required	Default	Description
propertyContext	string	No	-	Specify city, area, new home/resale, product type, customer group, transaction stage, and channel
listingAssetFile	string	No	-	Upload property copy, posters, floor plan materials, price lists, certificate descriptions, or review sheets
propertyPageLink	string	No	-	Fill in publicly accessible property pages, community pages, project pages, or policy explanation links; a complete accessible URL must be provided
propertyListingText	string	No	-	Paste property titles, selling points, floor plans, school district/transportation/price statements, agent pitches, and poster copy
licenseDisclosureNotes	string	No	-	Supplement certificate information, price wording, school district/household registration/income restrictions, content that cannot be promised, and facts that need verification
listingComplianceFocus	string	No	夸大承诺	Choose the direction that most needs priority handling in this real estate property pitch compliance review; optional values:夸大承诺、价格口径、资质披露、安全改写

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

Parameter value reference

This skill currently has no categorical parameters that require an additional lookup table.

Supported input formats

This skill directly accepts JSON parameters; if a parameter contains a link field, provide a complete, accessible URL.

Example request

The example parameters below can be passed directly to scripts/run.py, and the runner sends them to the AI Skills API.

python3 scripts/run.py --params '{"propertyContext":"房源与交易背景"}'

Equivalent --params JSON：

{
  "propertyContext": "房源与交易背景"
}

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 property and transaction context (specify city, district, new home/resale, product type, customer group, transaction stage, and channel.), uploaded property materials (upload property copy, posters, floor plan materials, price lists, certificate descriptions, or review forms.), and public property links (provide publicly accessible links to property pages, community pages, project pages, or policy descriptions.) to extract key context and judgment basis.
• 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 "Risk Review Assistant".
• Then check whether the results cover the summary, diagnostic conclusions, action recommendations, and reusable deliverables, and whether clear next steps are provided.
• If the input materials are limited, 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