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EnergyPlus-Agent

Lab of Climate Responsive and Intelligent Built Environment

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Data offered docs-verified: materials, constructions and schedules from the DOE prototype reference library · design days imported from the .ddy file beside the EPW · SQLite data tools for standard materials, constructions, schedules and design days · EnergyPlus simulation run and summary · structured model validation (references, geometry, EnergyPlus messages)
Coverage docs-verified: ASHRAE climate zones 0A to 8 (DOE commercial prototypes) and IECC residential climate zones; site-specific via its weather file (example: Shenzhen, zones 1A and 2A)
Resolution docs-verified: Hourly default simulation output; model timestep not stated
Formats docs-verified: IDF · epJSON · MCP stdio · MCP HTTP · MCP SSE · MCP streamable HTTP
Access llm-inferred: API key via environment variables (LANGSMITH_API_KEY, LLM_API_KEY, REFERENCE_EMBEDDING_API_KEY, REFERENCE_QDRANT_API_KEY); licence not stated; local install implied

Use cases llm-inferred: Assemble a draft EnergyPlus model from a building brief for early overheating or energy options appraisal · Check zone, surface and construction inputs against DOE/ASHRAE reference constructions and schedules · Run annual EnergyPlus simulations from a weather file and summarise heating and cooling loads
Audience llm-inferred: building services engineers · sustainability and energy consultants · architects (early-stage design) · EnergyPlus modellers

Constraints docs-verified: Each run needs a .ddy design-day file beside the EPW unless the model already defines design days · Reference search needs the embedding and Qdrant services; a configured but unreachable service stops run-agent before any LLM call · Image input needs LLM_VISION_MODEL; images are refused without it · Reference library draws on US DOE, ASHRAE and IECC prototypes; no UK-specific data stated · Runs wrap the EnergyPlus CLI, so EnergyPlus must be installed

Licence: Unknown — check provider terms
Authentication: API key via env: LANGSMITH_API_KEY, LLM_API_KEY, REFERENCE_EMBEDDING_API_KEY, REFERENCE_QDRANT_API_KEY (auto-extracted from README)
GitHub stars: 2
Last commit: 14/10/2026
Last successful page check: 14/10/2026
Page health: healthy
Package: Not recorded
Verification: Not independently verified

Auto-extracted, unverified fields: tools, install, auth. Check upstream documentation.

Daily discovery 2026-10-15: GitHub search; verified via GitHub API. Tools/install/auth auto-extracted from README.

Metadata observed 14/10/2026 · daily-2026-10-15 (github-search)