Imported from WonhoLee1/WHT_Calculixent (src/AGENTS.md). Install upstream with npx skills add WonhoLee1/WHT_Calculixent --skill src. Copyright stays with the author.

src

Purpose

Main Python source for the AutoCalculix pipeline. Contains the orchestrator (pipeline.py), the external API (autocalculix_api.py), and two sub-packages: core/ (the six pipeline steps) and utils/ (RAG index builders and format converters).

Key Files

File	Description
`pipeline.py`	`AutoCalculixPipeline` class — three entry points: `run_with_meshing`, `run_from_inp`, `run_from_external`; also the `__main__` example runner
`autocalculix_api.py`	Programmatic API for external projects; accepts raw node/element dicts and returns frequencies + VTU paths

Subdirectories

Directory	Purpose
`core/`	Six single-responsibility modules covering each pipeline step (see `core/AGENTS.md`)
`utils/`	RAG database builders and auxiliary format converters (see `utils/AGENTS.md`)

For AI Agents

Working In This Directory

Import with from src.core.xxx import ... — BASE_DIR is always the repo root; both pipeline.py and autocalculix_api.py append it to sys.path on startup
autocalculix_api.py is the integration point for WHT_LightChassisModel; its function signature is the public contract — do not break it without coordinating with that project
pipeline.py is also the __main__ entry point; keep the three example cases at the bottom commented-out-by-default

Testing Requirements

Run python src/pipeline.py from the repo root to execute case 1 (Gmsh tray mesh)
Confirm printed steps 1–5 complete and a PyVista window opens

Common Patterns

Both pipeline.py and autocalculix_api.py resolve BASE_DIR = Path(__file__).resolve().parent.parent to locate workspace/ and config

Dependencies

Internal

src/core/ — all six pipeline modules
src/core/config.py — CALCULIX_EXE, WORKSPACE_DIR, dataclass configs

External

gmsh, pyvista, numpy, ccx2paraview

Install src and it becomes one more candidate the router can pick - when it fits.

A listing is a routing target with a manifest: what it does, which domains it covers, what it costs and who publishes it. Once installed it sits beside your own models and tools, is scored like any other candidate for each request, and shows up in the trace when it wins. Ratings come from workspaces that installed it, one per account.

src

About

src