git:20260902.1fad6e1 to git:20261026.5e6cba5

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# 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 complete one installed solve.

+ 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.

## 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.