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Agentic AI Atlas · sensitivity-analysis-toolkit
lib-skill:mathematics--sensitivity-analysis-toolkita5c.ai
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LibrarySkill JSON

lib-skill:mathematics--sensitivity-analysis-toolkit

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sensitivity-analysis-toolkit json

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File · generated-library/skills.yamlCluster · generated-library
Record JSON
{
  "id": "lib-skill:mathematics--sensitivity-analysis-toolkit",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "sensitivity-analysis-toolkit",
    "description": "Comprehensive sensitivity analysis for optimization",
    "libraryPath": "library/specializations/domains/science/mathematics/skills/sensitivity-analysis-toolkit/SKILL.md",
    "specialization": "mathematics",
    "contentSummary": "# Sensitivity Analysis Toolkit\n\n## Purpose\n\nProvides comprehensive sensitivity analysis capabilities for optimization problems to understand solution robustness.\n\n## Capabilities\n\n- Dual variable computation and interpretation\n- Shadow price analysis\n- Parametric programming\n- Binding con"
  },
  "outgoingEdges": [
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:mathematics--sensitivity-analysis-toolkit",
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
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    },
    {
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      "kind": "lib_requires_skill_area",
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      }
    },
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      "kind": "lib_applies_to_domain",
      "attributes": {
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      }
    },
    {
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      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:mathematics--sensitivity-analysis-toolkit",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
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    {
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      "kind": "lib_implements_workflow",
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    },
    {
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      "kind": "lib_belongs_to_specialization",
      "attributes": {
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    {
      "from": "lib-skill:mathematics--sensitivity-analysis-toolkit",
      "to": "specialization:mathematics",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}