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Feat/simulation qa agent - #14

Merged
savbcar merged 2 commits into
mainfrom
feat/simulation-qa-agent
Aug 15, 2026
Merged

savbcar merged 2 commits into
mainfrom
feat/simulation-qa-agent

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@savbcar

@savbcar savbcar commented Aug 15, 2026

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Summary

Adds a deterministic Simulation QA Agent for post-processing
structural simulation metadata.

Agent workflow

The agent selects applicable validated tools according to available
simulation metadata.

Tools

  • check_solver_completion()
  • inspect_simulation_log()
  • compare_to_baseline()
  • detect_outlier()
  • check_stress_limit()
  • check_frequency_shift()
  • summarize_results()

Status outputs

  • PASS
  • INVESTIGATE
  • FAILED

Engineering safeguards

The agent does not infer physical truth independently.

Stress and frequency thresholds are explicit workflow inputs.

Outlier detection is a screening heuristic.

Solver-health assessment remains separate from structural-response
assessment.

All individual tools and orchestration behaviour are unit tested.

Verification

  • Ruff
  • strict mypy
  • pytest
  • Python 3.11 CI
  • Python 3.12 CI

@savbcar
savbcar merged commit 4cb11f3 into main Aug 15, 2026
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