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Real Estate Lead Qualifier
by
IgorGanapolsky
· GitHub ↗
· v1.0.0
· MIT-0
37
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0
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1
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Install in OpenClaw
/install real-estate-lead-qualifier
Description
High-ticket lead qualification agent for realtors and property managers. Handles inbound inquiries from Zillow/Realtor.com, qualifies for budget and timeline...
README (SKILL.md)
Real Estate Lead Qualifier with ThumbGate Fair-Housing Safety
What This Agent Does
- Instantly responds to new leads from property portals 24/7.
- Qualifies leads based on Pre-Approval status, Budget, and Move-in Timeline.
- Schedules viewing appointments directly into the Realtor's calendar.
- Uses ThumbGate to ensure the AI NEVER answers questions that violate Fair Housing laws (e.g., "Is this a safe neighborhood?" or "What's the demographic?").
Critical ThumbGate Rules
- Fair Housing Block: Immediately block and redirect any response that comments on neighborhood safety, schools, or demographics to official census/police data links.
- Budget Floor: Block scheduling a viewing if the lead's confirmed budget is \x3C90% of the listing price without manual approval.
- Pre-Approval Check: Block booking a viewing for buyers who do not have a PDF pre-approval letter uploaded.
Setup
- Connect your Zillow/Realtor.com email parser.
- Link your Google/Outlook Calendar.
- Load skill:
openclaw skill load real-estate-lead-qualifier
Usage Guidance
Review carefully before installing. If you use it, connect dedicated business accounts, require manual approval at first, verify the external ThumbGate package and Fair Housing behavior, and avoid uploading or sharing pre-approval documents unless the data handling is clear.
Capability Analysis
Type: OpenClaw Skill
Name: real-estate-lead-qualifier
Version: 1.0.0
The skill bundle contains instructions and documentation for a real estate lead qualification agent focused on Fair Housing compliance. The 'ThumbGate' rules described in SKILL.md and thumbgate-rules.md are defensive constraints designed to prevent the AI from making illegal claims about neighborhood demographics or safety. There is no evidence of malicious code, data exfiltration, or harmful prompt injection; all instructions are consistent with the stated purpose of lead management and scheduling.
Capability Assessment
Purpose & Capability
The purpose matches lead qualification, but the artifacts describe 24/7 lead responses, budget/pre-approval qualification, and direct viewing bookings, which can affect customers and business calendars without clear confirmation for each action.
Instruction Scope
The skill includes some guardrails, but it makes absolute Fair Housing safety claims and only specifies manual approval for one budget edge case, not for all outbound messages or bookings.
Install Mechanism
There is no install spec or reviewed code, but the setup guide tells users to run an unpinned external npx command for ThumbGate.
Credentials
The required integrations are purpose-aligned, but email parser, SMS, calendar, budget, and PDF pre-approval handling are sensitive and are not clearly reflected in metadata credentials or capability declarations.
Persistence & Privilege
No persistence mechanism is shown in code, but the advertised 24/7 and while-you-sleep operation implies ongoing automated activity once connected to external accounts.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install real-estate-lead-qualifier - After installation, invoke the skill by name or use
/real-estate-lead-qualifier - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of Real Estate Lead Qualifier with ThumbGate Fair-Housing Safety
- Provides instant 24/7 lead responses for realtors and property managers from Zillow/Realtor.com inquiries.
- Qualifies leads based on budget (with a minimum floor), pre-approval status, and move-in timeline.
- Schedules viewings directly into the agent's calendar, pending qualification.
- Incorporates ThumbGate to ensure strict compliance with Fair Housing laws by blocking and redirecting disallowed questions.
- Requires pre-approval letter upload and budget compliance before booking viewings.
Metadata
Frequently Asked Questions
What is Real Estate Lead Qualifier?
High-ticket lead qualification agent for realtors and property managers. Handles inbound inquiries from Zillow/Realtor.com, qualifies for budget and timeline... It is an AI Agent Skill for Claude Code / OpenClaw, with 37 downloads so far.
How do I install Real Estate Lead Qualifier?
Run "/install real-estate-lead-qualifier" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Real Estate Lead Qualifier free?
Yes, Real Estate Lead Qualifier is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Real Estate Lead Qualifier support?
Real Estate Lead Qualifier is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Real Estate Lead Qualifier?
It is built and maintained by IgorGanapolsky (@igorganapolsky); the current version is v1.0.0.
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