Reforecast
Produces a reforecast that inherits actuals through the as-of month, preserves or revises forward-looking assumptions with citation, and surfaces the delta vs. budget and vs. prior forecast. Includes forecast-accuracy calibration and NOI sensitivity.
What this skill does
Reforecast is an A.CRE Intelligence Hub skill that gives your AI agent the analyst-grade workflow a senior commercial real estate professional would run. Produces a reforecast that inherits actuals through the as-of month, preserves or revises forward-looking assumptions with citation, and surfaces the delta vs. budget and vs. prior forecast. Includes forecast-accuracy calibration and NOI sensitivity. Produces a reforecast that inherits actuals through the as-of month, preserves or revises forward-looking assumptions with citation, and surfaces the delta vs. budget and vs. prior forecast. Activate it inside ChatGPT, Claude, Manus, or OpenClaw by saying something like "Use the Reforecast 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.
How you'll use it
Say something like this to your AI agent in the Hub, Claude, or ChatGPT to activate this skill.
What you give it / What you get back
You give it
- the latest actuals
- combine with forward assumptions
You get back
- a reforecast that shows how year-end is likely to land vs
Skill activation rules
Detailed routing logic, prompts the skill responds to, and operational guardrails as documented by the author.
Produces a reforecast that inherits actuals through the as-of month, preserves or revises forward-looking assumptions with citation, and surfaces the delta vs. budget and vs. prior forecast. Includes forecast-accuracy calibration and NOI sensitivity.
What's inside
Reforecast
Workflow purpose
Take the latest actuals, combine with forward assumptions, and produce a reforecast that shows how year-end is likely to land vs. budget and prior forecast. Preserve assumption trail. Cite every revision.
Trigger conditions
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Reforecast
Workflow purpose
Take the latest actuals, combine with forward assumptions, and produce a reforecast that shows how year-end is likely to land vs. budget and prior forecast. Preserve assumption trail. Cite every revision.
Trigger conditions
- Explicit: "reforecast Q2", "update forecast", "year-end landing", "roll forecast through December".
- Implicit: as-of month closes; material variance vs. prior forecast; market-side event (rent comp update, insurance renewal, tax reassessment).
- Recurring: per org overlay calendar (often monthly or quarterly).
Inputs (required / optional)
Full instructions and any reference files ship in the .skill bundle.
reforecast/ └── SKILL.md # Required: instructions + metadata
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.