← Back to Skills Marketplace
Real Estate Lead Pilot
by
IgorGanapolsky
· GitHub ↗
· v1.0.1
· MIT-0
55
Downloads
0
Stars
0
Active Installs
2
Versions
Install in OpenClaw
/install real-estate-lead-pilot
Description
A high-trust lead qualification and appointment booking agent for realtors. Prevents MLS hallucinations via ThumbGate grounding.
README (SKILL.md)
Real Estate Lead Pilot
The Lead Pilot is a ThumbGate-hardened agent designed to handle the first 60 seconds of any lead interaction. It qualifies buyers and sellers based on budget, timeline, and pre-approval status, then books appointments directly into your calendar.
Key Features
- Zero Hallucination Guarantee: Uses ThumbGate to ensure property details are only pulled from your verified MLS/Sheet data.
- Smart Qualification: Asks the "hard questions" (Pre-approval, Down payment, Timeline) before booking your time.
- Instant CRM Sync: Pushes lead data and behavioral scores to your CRM (Follow Up Boss, LionDesk, or Sheets).
- Human-in-the-Loop: Automatically detects complex negotiation or frustration and alerts you for a live takeover.
Instructions
- Intake: Greet the lead and identify if they are a Buyer, Seller, or Renter.
- Qualify: Follow the 4-point qualification framework (Budget, Location, Timeline, Motivation).
- Verify: Use ThumbGate rules to cross-reference their requirements with your current listings.
- Book: Offer available slots from the connected calendar and confirm the appointment.
- Log: Write all lead data and the "PropPhy" behavioral score to the CRM.
ThumbGate Prevention Rules
- MLS Anchor: Never state a property price or feature that is not explicitly in the
listingsdatabase. - Pre-Approval Gate: Block appointment booking for Buyers who haven't confirmed "Pre-approved" status unless overridden.
- Location Check: If a user asks for a city outside your
service_area, MUST provide a referral disclaimer. - Negotiation Lock: If a user asks "What's the lowest you'll take?", the agent MUST hand off to a human.
- No Legal Advice: If asked about zoning or legalities, MUST state "I am an AI assistant, please consult a legal professional."
🏠 Upgrade to Lead Pilot Premium
Get the high-trust bundle including:
- 10+ Advanced ThumbGate Rules (Fair Housing & DNC compliant)
- CRM Webhook Bridge (Follow Up Boss / LionDesk)
- Automated behavioral scoring (PropPhy framework)
- Setup Guide & Video Tutorial
Buy Now on Gumroad ($147): https://iganapolsky.gumroad.com/l/tzehg
Usage Guidance
Review this skill before installing. Only use it if you can verify the ThumbGate, CRM, calendar, and webhook integrations yourself. Start with test data, restrict permissions to dedicated calendars and CRM scopes, require human approval for early bookings, and do not rely on the zero-hallucination or compliance claims until they are proven in your environment.
Capability Analysis
Type: OpenClaw Skill
Name: real-estate-lead-pilot
Version: 1.0.1
The Real Estate Lead Pilot skill is a lead qualification and appointment booking tool for realtors. The bundle consists of instructions and configuration rules (SKILL.md, thumbgate-rules.md) designed to constrain the agent's behavior to prevent hallucinations, ensure Fair Housing compliance, and verify lead data against a database. There is no evidence of data exfiltration, malicious execution, or harmful prompt injection; the 'ThumbGate' framework described appears to be a safety-oriented grounding mechanism. A commercial link to Gumroad is included for a premium version, which is standard for monetized agent skills.
Capability Tags
Capability Assessment
Purpose & Capability
The stated purpose is coherent for a real-estate lead qualification skill, but the artifacts promise zero-hallucination and compliance-style safeguards without included enforcement code or declared required tooling.
Instruction Scope
The skill directs the agent to confirm appointments and write all lead data to a CRM. That is aligned with the purpose, but the artifacts do not clearly define approval, rollback, tool scope, or limits on what counts as 'all lead data.'
Install Mechanism
There is no install spec and no code, yet setup references external components such as a ThumbGate CLI, CRM webhooks, and a Google Sheets plugin. Their provenance and required permissions are not declared.
Credentials
CRM, calendar, and listing-data access are expected for this kind of skill, but they are high-trust integrations. The provided capability signals also include crypto and can-make-purchases, which are not clearly needed by the documented workflow.
Persistence & Privilege
The skill persists lead contact details and behavioral scores to an external CRM and mutates a connected calendar, but it does not describe retention, consent, audit logging, or scoped service accounts.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install real-estate-lead-pilot - After installation, invoke the skill by name or use
/real-estate-lead-pilot - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
- Added a section to promote the Lead Pilot Premium upgrade, including a feature list and purchase link.
- No changes made to core functionality or instructions.
- Documentation update only; no code or feature changes.
v1.0.0
Initial release of Real Estate Lead Pilot (ThumbGate Grounded):
- Qualifies real estate leads using a structured 4-point framework (Budget, Location, Timeline, Motivation).
- Prevents misinformation by grounding all property details via ThumbGate rules; no MLS hallucinations.
- Books appointments directly into connected calendars after successful lead qualification.
- Syncs all lead data and behavioral scores with popular CRMs (Follow Up Boss, LionDesk, Sheets).
- Detects negotiation or user frustration and alerts for seamless human takeover.
Metadata
Frequently Asked Questions
What is Real Estate Lead Pilot?
A high-trust lead qualification and appointment booking agent for realtors. Prevents MLS hallucinations via ThumbGate grounding. It is an AI Agent Skill for Claude Code / OpenClaw, with 55 downloads so far.
How do I install Real Estate Lead Pilot?
Run "/install real-estate-lead-pilot" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Real Estate Lead Pilot free?
Yes, Real Estate Lead Pilot is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Real Estate Lead Pilot support?
Real Estate Lead Pilot is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Real Estate Lead Pilot?
It is built and maintained by IgorGanapolsky (@igorganapolsky); the current version is v1.0.1.
More Skills