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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.