Real Estate Lead Finder

Automates finding motivated property sellers with owner contacts, market data, AI scoring, and personalized outreach for faster real estate lead generation.

Key things to check before installing or running this skill: - Credentials: The SKILL.md expects an Apify token (and likely an LLM/API key) but the skill metadata declares no required environment variables. Ask the publisher which credentials are actually required and how you should provide them (and whether they will be stored). Do NOT paste secrets into freeform inputs without knowing where they are stored. - Data flow and privacy: The workflow scrapes personal contact information (emails, phone numbers). Confirm where scraped data is sent/stored (your account vs. the publisher's servers vs. Apify). If you operate in jurisdictions with privacy laws (GDPR, CCPA), ensure the workflow complies and you have legal basis for contacting harvested contacts. - Third‑party actors: The skill relies on named Apify actors. Verify you'll be running those actors under your own Apify account (so you control the data and billing) rather than the publisher running them under their account. Ask for the exact actor IDs and confirm they are official/trusted actors. - LLM usage and PII: The skill will generate outreach via an LLM ('Claude AI'). Confirm whether PII is sent to a third‑party LLM and review the model/contract for data retention and logging. - Operational safety: Scraping major portals can trigger rate limits, CAPTCHAs, or violate terms of service. Understand the legal and reliability implications. If you are uncomfortable, disable autonomous invocation for this skill or run it only in a controlled/sandboxed environment. - Publisher provenance: The source and homepage are unknown. Prefer skills from identifiable authors and with clear documentation. Ask the publisher for provenance, privacy policy, and a minimal list of required environment variables before proceeding.

Type: OpenClaw Skill Name: real-estate-lead-finder Version: 1.0.0 The skill is a real estate lead generation tool designed to scrape property listings from platforms like Zillow and Rightmove using Apify actors and generate outreach messages via Claude AI. The workflow is transparently described in SKILL.md, and the required input (apify_token) is necessary for the stated functionality. No malicious code, unauthorized data exfiltration, or harmful prompt injection instructions were identified; the inclusion of affiliate links (apify.com?fpr=dx06p) is a commercial element rather than a security risk.