iiRecord
Agentic AI Atlas · nonlinear-optimization-solver
lib-skill:mathematics--nonlinear-optimization-solvera5c.ai
II.
LibrarySkill JSON

lib-skill:mathematics--nonlinear-optimization-solver

Structured · live

nonlinear-optimization-solver json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · generated-library/skills.yamlCluster · generated-library
Record JSON
{
  "id": "lib-skill:mathematics--nonlinear-optimization-solver",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "nonlinear-optimization-solver",
    "description": "Solve general nonlinear optimization problems",
    "libraryPath": "library/specializations/domains/science/mathematics/skills/nonlinear-optimization-solver/SKILL.md",
    "specialization": "mathematics",
    "contentSummary": "# Nonlinear Optimization Solver\n\n## Purpose\n\nProvides capabilities for solving general nonlinear optimization problems including constrained and unconstrained formulations.\n\n## Capabilities\n\n- Gradient-based methods (BFGS, L-BFGS, CG)\n- Newton and quasi-Newton methods\n- Interior point meth"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:mathematics--nonlinear-optimization-solver",
      "to": "skill-area:np-hard-heuristics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:mathematics--nonlinear-optimization-solver",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:mathematics--nonlinear-optimization-solver",
      "to": "skill-area:dynamic-programming",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:mathematics--nonlinear-optimization-solver",
      "to": "domain:mathematics",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:mathematics--nonlinear-optimization-solver",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:mathematics--nonlinear-optimization-solver",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:mathematics--nonlinear-optimization-solver",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:mathematics--nonlinear-optimization-solver",
      "to": "specialization:computational-mathematics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:mathematics--nonlinear-optimization-solver",
      "to": "specialization:mathematics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}