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Deep integration with finite element analysis tools for structural simulation across static, dynamic, and nonlinear domains
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npx skills add https://github.com/a5c-ai/babysitter --skill fea-structural명령은 한 줄로 유지됩니다. 복사하기 전에 가로로 스크롤해 전체 내용을 확인하세요.
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Reference for querying the Atlas knowledge graph through its MCP tools — the SECONDARY enrichment/comparison layer that adds best-practice context to systems you have ALREADY scanned from your real sources (`az`, repos, dirs). Use when you need to look up nodes, edges, kinds, clusters, stats, or wiki pages in Atlas to compare against your real inventory. (atlas graph, query atlas, atlas mcp, search the graph, graph neighbors, atlas record, atlas kinds, enrichment layer)
Atlas turns your STATED NEED into a real systems atlas by SCANNING your actual sources (Azure via `az`, git repos, local dirs) and process/data mining them, THEN enriching against the Atlas knowledge graph. Use this skill when asked to inventory/map your real systems, scan your cloud + repos + directories, mine the real processes or data they contain, or collect their real constraints/gotchas. (atlas, scan my systems, inventory our azure account, map my repos, real systems atlas, process mining, data mining, collect nuances, system discovery)
This skill should be used when the user asks to "find skills in the wild", "assimilate popular workflows", "discover SKILL.md files in repos", "research external skills", "find workflow patterns", "survey the skill landscape", "what skills exist out there", or wants to investigate public repositories for extractable processes, babysitter plugins, and reusable procedural insights. Searches GitHub for SKILL.md files, classifies repos by archetype, and maintains structured research under docs/reference-repos/.
SKILL.md 표시 중
SOC 직업 분류 기준
| name | fea-structural |
| description | Deep integration with finite element analysis tools for structural simulation across static, dynamic, and nonlinear domains |
| allowed-tools | ["Read","Write","Glob","Grep","Bash"] |
| metadata | {"specialization":"mechanical-engineering","domain":"science","category":"structural-analysis","priority":"high","phase":1,"tools-libraries":["ANSYS Mechanical","Abaqus","MSC NASTRAN","HyperMesh","Femap"]} |
| graph | {"domains":["domain:mechanical-engineering"],"skillAreas":["skill-area:physics-simulation","skill-area:mathematical-reasoning","skill-area:motion-planning"],"roles":["role:systems-integration-engineer","role:research-engineer"]} |
The Finite Element Analysis skill provides deep integration with FEA tools for structural simulation, enabling systematic setup, execution, and post-processing of finite element models across static, dynamic, and nonlinear analysis domains.
CAD Import and Cleanup
Geometry Partitioning
Element Selection
| Analysis Type | Recommended Elements |
|---|---|
| Static stress | Hex20, Tet10, Quad8 |
| Thin structures | Shell (QUAD4/8, TRIA3/6) |
| Beam structures | BEAM/BAR elements |
| Contact | Linear elements preferred |
| Nonlinear | Reduced integration with hourglass control |
Mesh Quality Criteria
Aspect ratio: < 5 (< 3 preferred)
Jacobian: > 0.6
Warpage: < 15 degrees
Skewness: < 0.8
Mesh Refinement
Constraints
Best Practices
Load Types
Load Cases
Stress Quantities
Margin of Safety
MS = (Allowable / Applied) - 1
MS > 0 indicates positive margin
Reporting
{
"geometry": "CAD file path or description",
"material": {
"name": "string",
"E": "number (Pa)",
"nu": "number",
"yield": "number (Pa)",
"ultimate": "number (Pa)"
},
"loads": [
{
"type": "pressure|force|moment|thermal",
"magnitude": "number",
"location": "string",
"direction": "array [x,y,z]"
}
],
"constraints": [
{
"type": "fixed|pinned|symmetry",
"location": "string",
"dof": "array"
}
],
"analysis_type": "static|modal|nonlinear",
"output_requests": ["stress", "displacement", "reactions"]
}
{
"analysis_results": {
"max_stress": {
"von_mises": "number (Pa)",
"location": "string",
"element_id": "number"
},
"max_displacement": {
"magnitude": "number (m)",
"location": "string",
"node_id": "number"
},
"reaction_forces": {
"total": "array [Fx, Fy, Fz, Mx, My, Mz]"
}
},
"margin_of_safety": {
"yield": "number",
"ultimate": "number",
"critical_location": "string"
},
"mesh_quality": {
"element_count": "number",
"worst_aspect_ratio": "number",
"convergence_status": "string"
}
}