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Role Slug

One paragraph: what the role does and when it triggers.

What this skill does

Role Slug is an A.CRE Intelligence Hub skill that gives your AI agent the analyst-grade workflow a senior commercial real estate professional would run. One paragraph: what the role does and when it triggers. One paragraph: what the role does and when it triggers. Activate it inside ChatGPT, Claude, Manus, or OpenClaw by saying something like "Use the Role Slug skill" — the Hub routes the request to this skill and the underlying primary-source CRE data feeds backends automatically. Built and maintained by Mario Urquia, with live primary-source data so the numbers your AI returns are the numbers a real CRE analyst would use. Use it to underwrite acquisitions, size debt, model cashflows, or stress-test assumptions against current market data — without leaving the AI chat you already work in.

How you'll use it

"Use the Role Slug skill"

Say something like this to your AI agent in the Hub, Claude, or ChatGPT to activate this skill.

Skill activation rules

Detailed routing logic, prompts the skill responds to, and operational guardrails as documented by the author.

One paragraph: what the role does and when it triggers.

What's inside

Role mission

One paragraph.

Core responsibilities

Daily

  • ...

Weekly

  • ...

Monthly

  • ...

Quarterly

  • ...

Primary KPIs

Cite by canonical slug. Target bands pulled from reference/derived/role_kpi_targets.csv.

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Role mission

One paragraph.

Core responsibilities

Daily

  • ...

Weekly

  • ...

Monthly

  • ...

Quarterly

  • ...

Primary KPIs

Cite by canonical slug. Target bands pulled from reference/derived/role_kpi_targets.csv.

Metric Default target band Source
physical_occupancy (overlay-provided) reference/derived/role_kpi_targets.csv

Decision rights

Explicit list of what the role decides autonomously, what routes up, what requires approval.

Inputs consumed

Document types, systems, references.

Outputs produced

Templates, memos, reviews, emails.

Cross-functional handoffs

Who the role hands off to, in what artifacts.

Escalation paths

For each escalation kind (legal, safety, fair_housing, financial_threshold, policy_exception), the next step.

Approval thresholds

Point to _core/approval_matrix.md and the org overlay.

Typical failure modes

5–10 common ways this role gets wrong.

Full instructions and any reference files ship in the .skill bundle.

Bundle structure
role-slug/
└── SKILL.md  # Required: instructions + metadata

Who built it

With contributions from Avi Hacker.

How to run it

Not in the Hub? Download the .skill bundle above and follow the A.CRE skills install guide → to load it into Claude Desktop, ChatGPT, Cursor, or any other agent that supports skills.

Already in the Hub. If you're an AI.Edge Pro or A.CRE Accelerator member, this skill is bundled into the A.CRE Intelligence Hub direct connector (MCP server) — just ask your agent.

About this skill

Third-Party skill. This skill is redistributed under the Apache-2.0 license and is not authored or endorsed by Adventures in CRE. Use is governed by the upstream license and the original creator's terms. Original attribution: Mario Urquia (link) and contributors (Avi Hacker).