Comprehensive Energy Report

SkillDev tools

Generate comprehensive energy analysis report from simulation results. Use when user asks for "energy report", "full results", or "detailed analysis".

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Comprehensive Energy Report skill

What this skill tells your AI

The instructions your AI receives, as published by natlabrockies/openstudio-mcp in .claude/skills/energy-report/SKILL.md and read by ahel’s review.

Extract all result categories from a completed simulation and present a structured report.

Steps

  1. Identify the run. If user provides a run_id, use it. Otherwise check for the most recent simulation.

  2. For an HTML report with ~25 sections (fastest):

    generate_results_report(run_id=<id>)
    
  3. Or extract individual categories for custom analysis:

    extract_summary_metrics(run_id=<id>)
    extract_end_use_breakdown(run_id=<id>)
    extract_envelope_summary(run_id=<id>)
    extract_hvac_sizing(run_id=<id>)
    extract_zone_summary(run_id=<id>)
    extract_component_sizing(run_id=<id>)
    extract_simulation_errors(run_id=<id>)
    
  4. For before/after comparison:

    compare_runs(baseline_run_id=<id1>, retrofit_run_id=<id2>)
    
  5. Optionally run QA/QC:

    run_qaqc_checks()
    
  6. Present structured report with these sections:

Report Sections

Overview

  • Total site energy, EUI, peak demand
  • Unmet heating/cooling hours
  • Conditioned floor area

End-Use Breakdown

  • Energy by end use (heating, cooling, interior lighting, equipment, fans, pumps, SHW)
  • Energy by fuel type (electricity, natural gas, district)

Envelope Performance

  • Opaque surface U-values and areas
  • Fenestration U-values, SHGC, areas
  • Window-to-wall ratio

HVAC Sizing

  • Zone-level heating/cooling capacities
  • System-level airflow and capacities
  • Design day conditions

Zone Summary

  • Per-zone areas, volumes, multipliers
  • Zone heating/cooling loads

QA/QC Flags (if run)

  • Any warnings or compliance issues

Signals

GitHub stars
33
Forks
8
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
energy-report
Source
github.com/natlabrockies/openstudio-mcp