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Route AI4Math computational mathematics tasks to the appropriate bundled skill package.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Use when reproducing, deploying, diagnosing, tuning, visualizing, or reporting computational math research code with a coding agent
This skill should be used when the user asks to search for external algorithms, find related implementations, discover alternative approaches, or look up papers and code for computational math optimization methods.
This skill should be used when the user asks to tune parameters, run hyperparameter search, optimize algorithm settings, or find the best configuration for a computational math method.
Use when classifying a computational math repository or task into a broad domain before choosing specialist Skills, references, runtimes, and validation evidence.
Use when a user starts an end-to-end computational math research-code reproduction, deployment, tuning, visualization, or reporting workflow with a coding agent.
This skill should be used when the user asks to detect what algorithm family a piece of code uses, identify optimization methods, or classify computational math approaches such as ADMM, PPA, proximal gradient, or primal-dual methods.
| name | ai4math-computational-mathematics |
| description | Route AI4Math computational mathematics tasks to the appropriate bundled skill package. |
Use this repository as a routing layer for computational mathematics workflows.
skills/finite-element-analysis/: finite element analysis prompts and
examples. Read its README.md and numbered SKILL*.md files before use.skills/invariant-computation/: route, compute, and validate algebraic,
topological, geometric, TDA, and certified numerical invariants. Read its
SKILL.md, README, and references before use.skills/least-squares/: least-squares regression, curve fitting, and
parameter estimation. Read its SKILL.md, README.md, and examples before
use.skills/scientific-computing-reproduction/: computational mathematics
research-code reproduction, runtime planning, failure diagnosis, tuning,
visualization, and evidence-backed reporting. Read its SKILL.md, README,
and nested skills/registry.yaml before use.Prefer package-local instructions over this router when running a concrete workflow.