Skill Reference¶

job-workflow — Complete Simulation Workflow¶

End-to-end automation from input file to final results.

Scenarios¶

• User provides a .inp file and needs the full workflow from submission to results
• Subroutine compilation is required before running analysis
• Multi-step analysis (pre-load → main analysis)

Steps¶

Environment Check → Subroutine Compile → Data Check → Submit → Monitor → Extract Results → Report

subroutine-workflow — Subroutine Development¶

Iterative development workflow for user subroutines.

Scenarios¶

• Developing UMAT/VUMAT/UEL user subroutines
• Subroutine compilation failure requiring debugging
• Verifying subroutine behavior in datacheck

Steps¶

Compile → Check Results → Datacheck → Test Analysis → Iterative Debug

Common Subroutine Types¶

result-extraction — ODB Data Extraction¶

Extract and analyze result data from output databases.

Scenarios¶

• Extract stress, displacement, and other field data after analysis
• Export results to CSV for further processing
• Generate ODB content reports

Steps¶

Understand ODB Structure → Determine Extraction Needs → Execute → Validate → Post-Process