How do I install the Foam Agent skill?

Run npx skillmds@latest add autonomous-ai/foam-agent in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Foam Agent safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Foam Agent?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Foam Agent free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Foam Agent?

autonomous-ai (@autonomous-ai) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Foam Agent by autonomous-ai — Agent Skill

Name: Foam Agent
Author: autonomous-ai

File contents

Wind tunnel

Read studio.json to understand the current controls; "$STUDIO_TOOLCHAIN/../studio.config.json" describes their ranges. Run "$STUDIO_TOOLCHAIN/run.sh" simulate to make a new result. Successful artifacts and their measurements are in out/runs/<id>/; out/latest.json names the current result. A failed run preserves the last success and records the error in the verdict.

The local workflow solves a two-dimensional D2Q9 lattice Boltzmann model on a coarse grid. It is an exploratory simulation, not a converged engineering drag analysis. The optional OpenFOAM action reproduces the supplied lid-driven cavity benchmark; Foam-Agent instructions and sources are pinned for richer cases.

Use "$STUDIO_TOOLCHAIN/../README.md" for the integration contract and commands. Read the relevant files under $STUDIO_UPSTREAM before using an upstream API. Keep controls within their documented ranges, preserve the data needed to reproduce a comparison, and distinguish preview results from native service or hardware output. The viewer supports history and artifact downloads; tell the user which run contains the result, and what was actually measured.

Compare flow cases

Save a baseline, then vary shape or radius while holding inlet speed, viscosity, and solver steps fixed. Read flow.csv and field.json; check finite velocities, solid-boundary velocities, and the convergence record. A coarse flow picture does not establish drag or mesh convergence. Wind strength in studio.json is divided by 100 for the lattice inlet velocity.

For real OpenFOAM work, read $STUDIO_UPSTREAM/.claude/skills/foam.md before constructing a case. The optional openfoam action checks the supplied cavity benchmark with active blockMesh and icoFoam. Preserve its boundary conditions when reproducing the benchmark. Upstream model/MCP planning requires its separate dependencies and credentials.

---name: foam-agentdescription: Create and inspect simulation projects in the Foam-Agent Harness workspace, including its local starter and optional upstream integration.---# Wind tunnelRead `studio.json` to understand the current controls; `"$STUDIO_TOOLCHAIN/../studio.config.json"`describes their ranges. Run `"$STUDIO_TOOLCHAIN/run.sh" simulate` to make a new result.Successful artifacts and their measurements are in `out/runs/<id>/`; `out/latest.json` names thecurrent result. A failed run preserves the last success and records the error in the verdict.The local workflow solves a two-dimensional D2Q9 lattice Boltzmann model on a coarse grid. It is an exploratory simulation, not a converged engineering drag analysis. The optional OpenFOAM action reproduces the supplied lid-driven cavity benchmark; Foam-Agent instructions and sources are pinned for richer cases.Use `"$STUDIO_TOOLCHAIN/../README.md"` for the integration contract and commands. Read the relevantfiles under `$STUDIO_UPSTREAM` before using an upstream API. Keep controls within their documentedranges, preserve the data needed to reproduce a comparison, and distinguish preview results fromnative service or hardware output. The viewer supports history and artifact downloads; tell theuser which run contains the result, and what was actually measured.## Compare flow casesSave a baseline, then vary shape or radius while holding inlet speed, viscosity, and solversteps fixed. Read `flow.csv` and `field.json`; check finite velocities, solid-boundary velocities,and the convergence record. A coarse flow picture does not establish drag or mesh convergence.Wind strength in `studio.json` is divided by 100 for the lattice inlet velocity.For real OpenFOAM work, read `$STUDIO_UPSTREAM/.claude/skills/foam.md` before constructing acase. The optional `openfoam` action checks the supplied cavity benchmark with active`blockMesh` and `icoFoam`. Preserve its boundary conditions when reproducing the benchmark.Upstream model/MCP planning requires its separate dependencies and credentials.

Frequently asked questions

Foam Agent