Physics, mathematics & simulation

The top-rated launch-quality Physics, mathematics & simulation skill for AI agents is cuopt-multi-objective-exploration (grade B), followed by results_skill and cudaq-importing. Skillspace rates 892 Physics, mathematics & simulation skills; 331 are launch-quality.

Physics, applied maths, numerical methods, simulations and engineering computation.

Launch-quality skills first, then by grade, then by our Skill Score, which adds judge reviews, test results, GitHub stars and adoption.

  1. cuopt-multi-objective-exploration B
  2. results_skill B
  3. cudaq-importing B
  4. cuopt-install B
  5. cuopt-numerical-optimization-api B
  6. input_file_skill B
  7. cuopt-routing-api-python B
  8. cudaq-guide B
  9. calculator B
  10. simpy B
  11. pymoo B
  12. agentsociety-run-experiment B
  13. qiskit-to-cudaq B
  14. fracture-mechanics B
  15. matlab-analyze-installed-antenna B
  16. hpc-fenics B
  17. hpc-su2 B
  18. hpc-calculix B
  19. hpc-elmerfem B
  20. cuopt-sandbox B
  21. ansys-structural-workbench B
  22. hol-light B
  23. cuopt-model-mapper B
  24. pycse B
  25. sim-cli B

Frequently asked questions

What is the best Physics, mathematics & simulation skill for AI agents?

The top-rated launch-quality Physics, mathematics & simulation skill for AI agents is cuopt-multi-objective-exploration (grade B), followed by results_skill and cudaq-importing. Skillspace rates 892 Physics, mathematics & simulation skills; 331 are launch-quality.

How does Skillspace rate Physics, mathematics & simulation skills?

Skillspace grades every Physics, mathematics & simulation skill from A to F with a published scoring engine that reads the skill's SKILL.md: architecture and maturity make the score, and a security scan can cap it. In crowded categories, a judge model also compares the strongest contenders side by side, and some skills are tested head-to-head on real tasks against other skills in the same category (including a deliberately weak one) and a no-skill baseline. Launch-quality skills are graded A to C with a clean safety verdict, and not excluded by a quality filter: the filters catch skills our model's safety screen flags for prompt injection, guardrail bypass, harmful content or credential exposure; test fixtures and attack benchmarks; skills written only for the repository they live in; templates and stubs; and near-duplicate variants and copies of other skills. Ratings were last updated on 24 September 2026; the full method is on the methodology page.

Are Physics, mathematics & simulation skills safe to install?

Of the 892 Physics, mathematics & simulation skills Skillspace rates, 853 passed its safety scan and 39 are flagged: 35 as risky and 4 as unsafe. Each skill's page shows its safety verdict. A pass is not a guarantee: the scan reads only the skill's SKILL.md, not the scripts or other files it ships, and looks for patterns such as piping a remote script into a shell, reading credentials or hiding actions from the user. Skills are third-party code that Skillspace indexes but does not host or endorse, so read a skill's source on GitHub before you install it.

Skillspace indexes and rates skills; it does not host or endorse them. Run third-party skills at your own risk.