environmental-simulation SKILL.md skillB

environmental-simulation from marcinfinitesimal533/claude-skills-for-computational-designers is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add marcinfinitesimal533/claude-skills-for-computational-designers/environmental-simulation@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
marcinfinitesimal533/claude-skills-for-computational-designers
Path
skills/environmental-simulation/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Mar 26, 2026
Size
56,533 bytes
Repository stars
3
License
MIT

Daylight analysis, solar radiation, energy simulation, CFD wind analysis, thermal comfort, acoustic simulation, and the Ladybug Tools ecosystem for performance-driven AEC computational design.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Environmental Simulation for AEC Computational Design

This skill provides a comprehensive reference for environmental performance simulation
in the Architecture, Engineering, and Construction industry. It covers daylight analysis,
solar radiation studies, energy modeling, computational fluid dynamics for wind, thermal
comfort assessment, acoustic simulation, and the Ladybug Tools ecosystem that ties these
workflows together within parametric design environments.

---

## 1. Performance-Driven Design Philosophy

### Why Simulate Early

The single most consequential decision in building performance is made in the first
five percent of the design timeline. Orientation, massing, window-to-wall ratio, and
floor plate depth are locked in during concept design, yet their impact on energy
consumption, daylight quality, and occupant comfort persists for the entire operational
life of the building — typically 50 to 100 years.

Late-stage simulation is a diagnostic exercise. Early-stage simulation is a generative
tool. The distinction matters because retrofitting performance into an already-resolved
form is orders of magnitude more expensive than shaping the form around performance
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add marcinfinitesimal533/claude-skills-for-computational-designers/environmental-simulation@sha256:73545cbb64de00c8

The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_nb42txyeiggh3zyj.svg)](https://markdownregistry.com/a/art_nb42txyeiggh3zyj)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Mar 26, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-03-26 6dff3d2 56,533 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: Frontmatter declares a name
  • pass: Frontmatter block present
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (56533 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

marcinfinitesimal533/claude-skills-for-computational-designers · 3 stars · license MIT · pushed 2026-10-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nb42txyeiggh3zyj
GET https://markdownregistry.com/api/v1/resolve?ref=marcinfinitesimal533/claude-skills-for-computational-designers/environmental-simulation
GET https://markdownregistry.com/api/v1/blob/73545cbb64de00c8e9f41103a75bc1b95d6f9126badfc095f4b56b78606b7d88

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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