> SKILLS LIBRARY BY MARIO URQUIA
AI agent skills for commercial real estate.
A skill is an expertly designed set of instructions for one specific CRE task — process logic, context, examples, standards, and Python calculators bundled together. 127+ skills covering the full investment lifecycle, free to download and install in any compatible AI agent.
Compatible AI Agents
Skills follow structured markdown format and work with any compatible AI agent.
127 Skills54 Agents21 Calculators10 Orchestrators6 Workflow Chains16 Categories
Every repeatable process can become a skill
Turn one-off asks into reusable, consistent, structured output.
“A broker emails you a deal at 6pm”
→ KEEP/KILL verdict, 30 seconds instead of 30 minutes
“Your IC meeting is Thursday”
→ Full investment memo with numbers, risks, recommendation
“Month-end variance write-up”
→ Executive summary, classified variance table, NOI impact
Why not just ask ChatGPT?
Same task. Different instructions. Very different output.
Prompt: "Analyze this deal for me."
Output:
- Consider the market conditions
- Look at comparable properties
- Evaluate the financials carefully
- Assess risk factors
// Generic. No numbers. No verdict. No structure.
Prompt: "Quick screen this deal."
VERDICT: KEEP – pursue to due diligence Cap Rate 5.8% Price/Unit $187,500 IRR 14.2–17.1% Hold 5 yr ⚠ Assumptions: 90% occ · 7.0% debt · 45% expense ratio 🔴 Red flag: Lease rollover concentration in Year 2 → Next: full underwriting via acquisition-underwriting-engine
// Same task. Better instructions. Reusable output.
What can be inside a skill
Instructions
The task, decision logic, and workflow steps the AI should follow.
Context
The CRE facts, assumptions, terminology, and inputs that matter.
Standards
What good work looks like, including checks, red flags, and review criteria.
Output format
The structure the answer should come back in.
Supporting files
Examples, reference materials, templates, or Python calculators.
16 Categories
Triage inbound deals and source off-market opportunities.
Normalize financials and build institutional underwriting.
Structure equity, debt, and creative financing.
Run due diligence and drive deals to close.
Size debt, optimize the capital stack, and monitor loans.
Read submarkets, comps, supply, and the cycle.
Operate assets, budgets, capex, and performance.
Lease-up, renewals, retention, and negotiation.
Raise capital and manage the investor lifecycle.
Feasibility, proforma, entitlement, and construction.
Strategy and prep for exit.
Tax deferral, entity structure, and legal mechanics.
Carbon, climate risk, and green compliance.
Allocation, concentration, and portfolio strategy.
The daily operating playbook across the portfolio.
Reusable engines, calculators, and ingestion tools.
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