II.
LibrarySkill JSON
Structured · livelib-skill:mathematics--nonlinear-optimization-solver
nonlinear-optimization-solver json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"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": []
}