List available OpenFOAM case templates (e.g. hagen_poiseuille).

List CFD cases in the workspace with mesh and time status.

Create a new OpenFOAM case from a template.

Describe a case: template, mesh status, parameters, latest time, solver.

Permanently delete a case directory. Requires confirm=true.

Remove time directories and post-processing output; keep 0/, constant/, system/.

Requires confirm=true.

Set Hagen–Poiseuille pipe geometry, fluid properties, and mesh resolution.

Units: meters, Pa·s (dynamic viscosity), kg/m³, m/s.

Run blockMesh for the case. Use background=true for async job.

Run checkMesh and return a quality summary.

Start the OpenFOAM solver as a background job. Returns job_id immediately.

Get status of a job by job_id, or list jobs for a case / all jobs.

Return the tail of a solver/mesh job log (filtered residual-friendly).

Stop a running job. force=true sends SIGKILL.

Summarize latest results for spoken delivery (times, parameters, residuals).

Compare numerical pipe flow to Hagen–Poiseuille analytical solution.

In mock mode, uses an ideal parabolic profile with small noise-free match. With real OpenFOAM results, samples from case parameters (MVP: uses bulk U and analytical profile as reference; full field sampling can be extended).

Export case for ParaView via foamToVTK and optional zip package on disk.