Research System

Generate location-aware financial benchmarks for property assumptions.

Updated Mar 10, 2026
One-click install
npx skills add https://github.com/ricardocidale/hbg-screens --skill research-system
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Research System
Source: https://github.com/ricardocidale/hbg-screens/tree/main/.claude/skills/research
Command: npx skills add https://github.com/ricardocidale/hbg-screens --skill research-system

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides industry-backed financial guidance for property assumptions, streamlining the process of setting realistic benchmarks for key financial metrics.

Core Features & Use Cases

  • Data-Driven Benchmarking: Leverages a 3-tier data pipeline (database seeds, AI research, generic fallbacks) to provide accurate financial guidance.
  • Dynamic Asset Type Calibration: Adapts research prompts and labels based on the property's asset type (e.g., "Boutique Hotel," "Eco-Lodge").
  • Use Case: When editing a property's financial assumptions, amber "Research" badges appear next to editable fields, offering industry-standard ranges for ADR, occupancy, cap rates, and operating costs, which can be applied with a single click.

Quick Start

Use the Research System skill to get industry benchmarks for a boutique hotel in New York City.

Frequently Asked Questions about Research System

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get industry benchmarks for property financial assumptions?

To get industry benchmarks for property financial assumptions, use a tiered data pipeline that provides location-aware guidance for ADR, occupancy, cap rates, and operating costs. Research badges appear next to editable fields, offering applicable industry-standard ranges with a single click.

What financial metrics can I benchmark for a boutique hotel or eco-lodge?

You can benchmark Average Daily Rate (ADR), occupancy, cap rates, and operating costs for a boutique hotel or eco-lodge. The system calibrates research prompts and labels dynamically based on the specific property asset type to ensure relevant financial guidance.

How does the financial benchmarking research mechanism work?

The financial benchmarking mechanism works using a 3-tier data pipeline consisting of database seeds, AI-generated research, and generic fallbacks. This ensures accurate, industry-backed financial guidance is delivered even when specific property data is limited.

Can I use AI research to find location-aware financial guidance for real estate?

Yes, you can use AI research to find location-aware financial guidance for real estate. The system generates AI-backed research to calibrate analysis to dynamic asset types and provides specific financial benchmarks tailored to the property's location.

What is the best way to apply operating cost benchmarks when editing property assumptions?

The best way to apply operating cost benchmarks when editing property assumptions is to click the amber Research badges next to the editable fields. This automatically populates the fields with industry-standard ranges for operating costs and other key financial metrics.

What happens if there is no database seed available for my property type?

If there is no database seed available for your property type, the system relies on AI-generated research or generic fallbacks. This 3-tier pipeline ensures you still receive reasonable, industry-backed financial guidance for your property assumptions.