algorithmic-patterns SKILL.md skillB

algorithmic-patterns 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/algorithmic-patterns@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/algorithmic-patterns/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Mar 26, 2026
Size
26,652 bytes
Repository stars
3
License
MIT

L-systems, cellular automata, agent-based modeling, swarm intelligence, reaction-diffusion, growth algorithms, packing algorithms, and nature-inspired computation for AEC 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

# Algorithmic Patterns for AEC Design

## 1. Nature-Inspired Computation in AEC

### Why Biological Algorithms Matter for Design

For three and a half billion years, evolution has solved the optimization problems architects and engineers face daily: distributing material efficiently, creating structures that resist loads with minimal mass, organizing circulation for millions of agents, regulating temperature without mechanical systems, and generating complex forms from simple rules. Nature-inspired computation translates these solutions into programmable algorithms that transform AEC practice.

The fundamental insight is that complexity does not require complex instructions. A fern frond with thousands of precisely placed leaflets emerges from a recursive rule fitting in a single line of code. A termite mound maintaining two-degree temperature stability is built by agents following three local rules. An oak tree optimally distributing material to resist wind has no central controller -- it grows according to Wolff's law, depositing material where stress is highest.

### Emergence and Self-Organization
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add marcinfinitesimal533/claude-skills-for-computational-designers/algorithmic-patterns@sha256:e84ec26d9dc4b305

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_yq667fxlh4uxakjm.svg)](https://markdownregistry.com/a/art_yq667fxlh4uxakjm)

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 26,652 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 (26652 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_yq667fxlh4uxakjm
GET https://markdownregistry.com/api/v1/resolve?ref=marcinfinitesimal533/claude-skills-for-computational-designers/algorithmic-patterns
GET https://markdownregistry.com/api/v1/blob/e84ec26d9dc4b305a92409428bfd1af6cdfa2a77292aea3bce04e40bf9b68b5b

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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