{
  "id": "lib-process:nanotechnology--nanosensor-development",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "nanosensor-development",
    "description": "Nanosensor Development and Validation Pipeline - Develop nanomaterial-based sensors\nincluding transducer design, surface functionalization for selectivity, calibration protocol\ndevelopment, sensitivity/specificity validation, and interference testing with quality gates\nfor detection limits and reproducibility.",
    "libraryPath": "library/specializations/domains/science/nanotechnology/nanosensor-development.js",
    "specialization": "nanotechnology",
    "references": [
      "- Plasmonic nanostructures: from plasmonics to applications: https://www.nature.com/articles/nmat3151\n- Quantum dots for live cell and in vivo imaging: https://www.sciencedirect.com/science/article/pii/S1748013211001143\n- NIST Nanotechnology Standards: https://www.nist.gov/nanotechnology/nist-nanotechnology-standards"
    ],
    "example": "const result = await orchestrate('specializations/domains/science/nanotechnology/nanosensor-development', {\n  targetAnalyte: { name: 'glucose', type: 'small-molecule', physiologicalRange: [70, 140] },\n  sensorPlatform: 'electrochemical',\n  performanceRequirements: { detectionLimit: 1, linearRange: [0.5, 500], selectivity: 100 }\n});",
    "usesAgents": [
      "sensor-designer",
      "nanomaterial-specialist",
      "bioconjugation-specialist",
      "sensor-fabrication-specialist",
      "sensor-characterization-specialist",
      "calibration-specialist",
      "response-analyst",
      "selectivity-analyst",
      "reproducibility-analyst",
      "stability-analyst",
      "validation-specialist",
      "performance-analyst",
      "technical-writer"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:nanotechnology--nanosensor-development",
      "to": "skill-area:mathematical-reasoning",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--nanosensor-development",
      "to": "skill-area:physics-simulation",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:nanotechnology--nanosensor-development",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:nanotechnology--nanosensor-development",
      "to": "domain:nanotechnology",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--nanosensor-development",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--nanosensor-development",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:nanotechnology--nanosensor-development",
      "to": "specialization:nanotechnology",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:nanotechnology--nanosensor-development",
      "to": "lib-agent:shared--performance-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:nanotechnology--nanosensor-development",
      "to": "lib-agent:meta--technical-writer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}