Home / haoming-luo / agentfem · docs/llms.txt · GitHub

llms.txt@docs llmstxtA

This file is byte-identical to the first copy the registry indexed. Same content hash, same audit grade.

llms.txt@docs is agent-read markdown (llmstxt) from haoming-luo/agentfem.

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.

What the file says

# AgentFEM

> AI-native finite-element computing for humans and agents.

AgentFEM keeps finite-element models readable, structured, inspectable, and
operable through ordinary Python and a machine-readable CLI.

## Start

- [Human quick start](get_started/)
- [AI agent quick start](agents/)
- [Engineering guides](guide/)
- [Examples](examples/)
- [Python API](reference/api/)
- [Machine manifest](agentfem.json)
- [Installation and platform guide](getting_started/)

## Canonical sources

- [Repository](https://github.com/haoming-luo/agentfem)
- [Scientific knowledge catalog](https://raw.githubusercontent.com/haoming-luo/agentfem/main/src/agentfem/knowledge/catalog.json)
- [AgentFEM skill](agents/skill/)

## Safety and scientific contract

Do not treat a completed solver call as automatically verified. Inspect the
structured result, convergence status, requested outputs, quality policy,
and benchmark evidence before accepting or exporting simulation data.

Read the whole file at its exact version.

How to install

Latest version
mdr add haoming-luo/agentfem/docs/llms.txt@git:20260902.1fad6e1
Exact content
mdr add haoming-luo/agentfem/docs/llms.txt@sha256:f144b3dab21082f8

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_lgvz26xcvbh5cit7.svg)](https://markdownregistry.com/a/art_lgvz26xcvbh5cit7)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260902.1fad6e1 latest2026-09-02 1fad6e1 966 BA view · diff
git:20260829.fcbd7f32026-08-29 fcbd7f3 912 BA view · diff
git:20260806.aec176d2026-08-06 aec176d 899 BA view

Audit of the latest version

A  14 of 14 checks passed. Deterministic, no model, same answer every run.
  • pass: Size between 200 bytes and 200 KB (966 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

haoming-luo/agentfem · 11 stars · license Apache-2.0 · pushed 2026-09-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_lgvz26xcvbh5cit7
GET https://markdownregistry.com/api/v1/resolve?ref=haoming-luo/agentfem/docs/llms.txt
GET https://markdownregistry.com/api/v1/blob/f144b3dab21082f80a4924d92eed860855d73aac238eaae41023d82c0c19eca9

Your agent 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.

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