oaustegard/claude-skills · plugins/ai-and-reasoning/skills/llm-as-computer/SKILL.md

llm-as-computer skillA

llm-as-computer is agent-read markdown (skill) from oaustegard/claude-skills: Execute programs on a compiled transformer stack machine where every instruction fetch and memory read is a parabolic attention head. Demonstrates that transformer attention + FF layers can implement a working computer. Use when user mentions "llm-as-computer", "lac", "stack machine", "compiled transformer", "percepta", "parabolic attention", "execute program", or asks to run/trace programs on the transformer executor..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add oaustegard/claude-skills/llm-as-computer@v1.0.1
Exact content
mdr add oaustegard/claude-skills/llm-as-computer@sha256:df7a335821e49e25

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_jvpfmgcvchj3bmkl.svg)](https://markdownregistry.com/a/art_jvpfmgcvchj3bmkl)

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Versions

versioncommittedcommitsizeaudit
v1.0.1 latest2026-07-07 6154d36 4,854 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4854 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

Source

GitHub

oaustegard/claude-skills · 148 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_jvpfmgcvchj3bmkl
GET https://markdownregistry.com/api/v1/resolve?ref=oaustegard/claude-skills/llm-as-computer
GET https://markdownregistry.com/api/v1/blob/df7a335821e49e25dc241dbbd814f04f10afebf3e38101248f9158a9b63e6e5d

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.