llms.txt@docsA

llms.txt@docs from haoming-luo/agentfem is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add haoming-luo/agentfem/docs/llms.txt@git:20261101.31183ca

Pins git:20261101.31183ca in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
haoming-luo/agentfem
Path
docs/llms.txt
Versions recorded
5
Latest version
git:20261101.31183ca, committed Nov 1, 2026
First version recorded
Aug 6, 2026
Size
1,970 bytes
Repository stars
36
License
Apache-2.0

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

# 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/)
- [Windows short onboarding](windows_agent_installation/)

Installation is agent-assisted: inspect the OS, retain the user's mirror
choice, reuse existing environments, and check installation readiness.
Stop after reporting version, environment and readiness. Offer a first
example; create or run it only when requested. No automatic follow-on tasks.
No repository clone is required. On Windows follow the short onboarding
route; after one failed stage show one manual action, not a retry loop.
Read installation.onboarding in agentfem.json for the shared contract.

## Everyday use

For an existing project: read its instructions and case, check, run, inspect.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add haoming-luo/agentfem/docs/llms.txt@sha256:6c63e7e8bb6e9641

The line at the top of this page pins the label git:20261101.31183ca, 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_lgvz26xcvbh5cit7.svg)](https://markdownregistry.com/a/art_lgvz26xcvbh5cit7)

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

Versions

The registry has recorded 5 versions of this file, between Aug 6, 2026 and Nov 1, 2026, about one every 22 days.

versioncommittedcommitsizeaudit
git:20261101.31183ca latest2026-11-01 31183ca 1,970 BA view · diff
git:20261026.5e6cba52026-10-26 5e6cba5 1,384 BA view · diff
git:20260902.1fad6e12026-09-02 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. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (1970 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 · 36 stars · license Apache-2.0 · pushed 2026-11-06 · 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/6c63e7e8bb6e964140e7c6aabc16f56ee6d37d8bc4993b4f24b23c47b6c04b36

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: how to add an llms.txt file to a website · which agent file does what.

More from haoming-luo/agentfem

AGENTS.md AGENTS.md file
haoming-luo/agentfem · AGENTS.md
git:20261008.b77eb04 · audit A · 36 stars
llms.txt@site llms.txt file
haoming-luo/agentfem · site/llms.txt
git:20260902.1fad6e1 · audit A · 36 stars
agentfem-performance SKILL.md skill
haoming-luo/agentfem · skills/agentfem-performance/SKILL.md · Optimize and package reproducible AgentFEM simulations using phase timing, accepted-state replay, rollback checks and…
git:20261014.46241a5 · audit A · 36 stars
agentfem SKILL.md skill
haoming-luo/agentfem · skills/agentfem/SKILL.md · Install, build, run, inspect or extend AgentFEM finite-element projects using the public workflow and declared…
git:20261101.31183ca · audit A · 36 stars
AGENTS.md@src/agentfem/templates/static-solid AGENTS.md file
haoming-luo/agentfem · src/agentfem/templates/static-solid/AGENTS.md
git:20261101.31183ca · audit A · 36 stars
AGENTS.md@src/agentfem/templates/steady-heat AGENTS.md file
haoming-luo/agentfem · src/agentfem/templates/steady-heat/AGENTS.md
git:20261101.31183ca · audit A · 36 stars
AGENTS.md@src/agentfem/templates/structural-dynamics AGENTS.md file
haoming-luo/agentfem · src/agentfem/templates/structural-dynamics/AGENTS.md
git:20261101.31183ca · audit A · 36 stars

Every file in haoming-luo/agentfem

Other files named llms.txt@docs

llms.txt@docs llms.txt file
tt-a1i/archify · docs/llms.txt
git:20261031.afcf783 · audit A · 94,561 stars
llms.txt@docs llms.txt file
deusdata/codebase-memory-mcp · docs/llms.txt
git:20261020.e81b659 · audit A · 48,270 stars
llms.txt@docs llms.txt file
smol-machines/smolvm · docs/llms.txt
git:20261019.bd3e05c · audit A · 7,038 stars
llms.txt@docs llms.txt file
datamodel-code-generator/datamodel-code-generator · docs/llms.txt
git:20261028.47665fa · audit A · 4,050 stars
llms.txt@docs llms.txt file
zereight/gitlab-mcp · docs/llms.txt
git:20261105.8716d56 · audit A · 2,088 stars
llms.txt@docs llms.txt file
timoncool/yue2-studio · docs/llms.txt
git:20260925.5cb0a5c · audit B · 1,887 stars
llms.txt@docs llms.txt file
vshulcz/deja-vu · docs/llms.txt
git:20261105.acb6f9b · audit B · 1,416 stars
llms.txt@docs llms.txt file
sipyourdrink-ltd/bernstein · docs/llms.txt
git:20260926.b29f3ba · audit A · 1,196 stars

Browse by kind, by grade A, or by owner.