plenum-research-frontier

What problem does it solve?

This Skill helps identify and scope advanced HVAC zoning research opportunities by turning Plenum's existing data assets into concrete, measurable experiments instead of speculative feature ideas.

Core Features & Use Cases

• Research Opportunity Mapping: Defines frontier problems such as learned thermal models, predictive cycle planning, adaptive tuning, heat-pump shadow studies, and LLM-assisted HVAC explanations.
• Experiment Planning: Connects each research idea to verified data sources, initial implementation steps, safety constraints, and falsifiable success milestones.
• Use Case: Use this Skill when evaluating how Plenum could advance beyond commercial thermostat systems by designing evidence-driven experiments based on cycle history, room telemetry, and operational logs.

Quick Start

Ask the plenum-research-frontier skill to identify promising research directions for Plenum using available cycle-history data and define measurable validation goals.