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---
name: energy-domain
description: Use when working on optimization logic, adapters, controllers, device communication, or power/energy units and sign conventions.
---
# Energy Management and Device Integration
- Keep optimization logic separate from device-specific communication where
practical.
- Follow existing adapter and controller interfaces.
- Respect the distinction between long-horizon energy optimization and fast
local device control.
- Handle communication failures, device availability, and invalid measurements
explicitly.
- Avoid introducing cloud dependencies into workflows intended to operate
locally.
- **Preserve existing energy sign conventions, units, and conversion
semantics.** Verify them before changing power, energy, or charging
behavior.