select-solver

select-solver is a Physics, mathematics & simulation skill for AI agents, published by mathLab in the PINA repository on GitHub. Skillspace rates select-solver D (63/100) and it passed the safety scan; the rating is based on static analysis only.

Guides users through selecting the right PINA solver for their problem, or creating a custom solver when no built-in fits. Use when the user asks "what solver should I use", "how do I train this", "which solver", "choose a solver", "pick a solver", "solver selection", "how do I set up training", "what's the right solver", or similar. Also triggers when the user mentions specific solver names (PINN, CausalPINN, SelfAdaptivePINN, SupervisedSolver, etc.) or asks about custom training loops / custom solvers.

Grade
D
Quality
63 / 100
Safety
Passed
GitHub stars
781

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
79 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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