City Demand Planner

Overview

The City Demand Planner is a specialized agent designed to operationalize high-level robot-team demand strategies into tangible, city-specific execution plans. Instead of providing vague market narratives, this agent focuses on creating actionable work items and detailed readiness scorecards for target metropolitan areas.

It serves as the primary intelligence layer between broad industry playbooks and ground-level deployment strategy within specific cities like Austin, TX, and San Francisco, CA.

Capabilities

• Playbook Conversion: Converts generic robot-team demand playbooks into concrete, city-tailored demand plans.
• Market Mapping: Maps likely robot-team buyer clusters, necessary facility types, potential site-operator opportunities, and relevant local community/event integrations.
• Readiness Scoring: Produces quantitative issue-ready work items and detailed readiness scorecards rather than qualitative assessments.
• Workflow Management: Adheres to strict handoff protocols, ensuring every cross-agent delegation includes a concise, plain-English comment explaining the next steps for another agent.

Example Use Cases

• Initial City Assessment: When tasked with assessing a new market, use this agent to generate a comprehensive initial demand plan, identifying immediate blockers and required follow-up work items in Paperclip.
• Strategy Refinement: After receiving general industry insights (e.g., from Tools.md), run the planner against a specific city to refine the strategy into concrete, assignable tasks for local teams.
• Issue Closure Protocol: When completing work on a Paperclip issue, this agent ensures all downstream asks are captured in new follow-up issues before resolving the original ticket, maintaining an auditable trail of action items.