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Sub-skill of gmsh-meshing: Quality Metrics (+1).
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Save/publish analysis or computation results from ANY ecosystem repo to Hugging Face as a queryable, viewer-renderable dataset. Use when the user wants to "save results to hugging face", "publish dataset to HF", "hugging face data saving", "save analysis results", "hf dataset", "make results queryable", or "render via datasets-server API". Reshapes nested results into flat parquet tables, writes a dataset card with a viewer `configs:` block and provenance, applies license/public-vs-private routing, enforces a domain data-quality gate (faithful-to-source != correct), publishes to `aceengineer/<repo>-<projection>`, and verifies via the datasets-server API.
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SOC 직업 분류 기준
| name | gmsh-meshing-quality-metrics |
| description | Sub-skill of gmsh-meshing: Quality Metrics (+1). |
| version | 1.0.0 |
| category | engineering |
| type | reference |
| scripts_exempt | true |
def check_mesh_quality(msh_file: str):
"""Check mesh quality metrics."""
gmsh.initialize()
gmsh.open(msh_file)
# Get quality statistics
# Gamma: inscribed/circumscribed radius ratio (1.0 = perfect)
# Eta: quality measure based on edge lengths
# Rho: another quality measure
*See sub-skills for full details.*
## BEM-Specific Quality Checks
- **Adjacent panel ratio**: Ratio between neighboring panel areas should be < 2:1. Gradual variation is acceptable even with large global min/max ratio.
- **Normals consistency**: All panel normals must point outward (into the fluid domain).
- **Watertightness**: No gaps between panels (shared nodes on edges).
- **Panel planarity**: For quad panels, all 4 nodes should be nearly coplanar.
See `skills/engineering/marine-offshore/mesh-utilities/SKILL.md` for mesh inspection tools.