[
  {
    "node_id": "0f742b5a",
    "tool": {
      "type": "function",
      "function": {
        "name": "get_eligibility_assessment_result_with_details",
        "description": "Retrieves the detailed result of a previously completed eligibility assessment, including status, met criteria, and reviewer notes. Optionally includes the supporting evidence identifiers associated with the assessment.",
        "parameters": {
          "type": "object",
          "properties": {
            "eligibility_assessment_id": {
              "type": "string",
              "description": "ID of the eligibility assessment to retrieve (e.g., from a prior execute_eligibility_assessment call)"
            },
            "include_supporting_evidence": {
              "type": "boolean",
              "description": "If true, the response will include the list of supporting evidence identifiers documented for the assessment. Defaults to false.",
              "default": false
            }
          },
          "required": [
            "eligibility_assessment_id"
          ]
        }
      }
    }
  },
  {
    "node_id": "107a011a",
    "tool": {
      "type": "function",
      "function": {
        "name": "list_available_government_programs",
        "description": "Retrieve all active government assistance programs available for student support",
        "parameters": {
          "type": "object",
          "properties": {
            "jurisdiction_filter": {
              "type": "string",
              "description": "Optional filter to show programs available in specific jurisdiction"
            },
            "service_method": {
              "type": "string",
              "description": "Optional filter by service delivery method"
            }
          },
          "required": [
            "jurisdiction_filter",
            "service_method"
          ]
        }
      }
    }
  },
  {
    "node_id": "1c9f0222",
    "tool": {
      "type": "function",
      "function": {
        "name": "archive_completed_profiles",
        "description": "Archive student profiles that have completed all support services",
        "parameters": {
          "type": "object",
          "properties": {
            "client_profile_ids": {
              "type": "array",
              "description": "Array of student profile IDs to archive"
            },
            "archive_reason": {
              "type": "string",
              "description": "Reason for archiving the profiles"
            }
          },
          "required": [
            "client_profile_ids",
            "archive_reason"
          ]
        }
      }
    }
  },
  {
    "node_id": "1ec9d807",
    "tool": {
      "type": "function",
      "function": {
        "name": "retrieve_program_application_statistics",
        "description": "Retrieve basic statistics about program applications and recommendations for a specific government program",
        "parameters": {
          "type": "object",
          "properties": {
            "program_code": {
              "type": "string",
              "description": "Government program code to get statistics for"
            }
          },
          "required": [
            "program_code"
          ]
        }
      }
    }
  },
  {
    "node_id": "20021033",
    "tool": {
      "type": "function",
      "function": {
        "name": "assess_profile_development_stage",
        "description": "Evaluates progress stages and suggests future directions",
        "parameters": {
          "type": "object",
          "properties": {
            "client_profile_id": {
              "type": "string",
              "description": "ID of the student client profile to assess"
            },
            "current_status_notes": {
              "type": "string",
              "description": "Evaluation of the profile's current status and readiness for next development stage"
            },
            "proposed_stage": {
              "type": "string",
              "description": "Proposed next development stage based on assessment",
              "enum": [
                "initial_assessment",
                "information_gathering",
                "documentation_verification",
                "profile_completion",
                "periodic_update"
              ]
            }
          },
          "required": [
            "client_profile_id",
            "current_status_notes",
            "proposed_stage"
          ]
        }
      }
    }
  },
  {
    "node_id": "29351fc3",
    "tool": {
      "type": "function",
      "function": {
        "name": "list_and_filter_government_programs",
        "description": "Retrieve all active government assistance programs available for student support, with optional filters for jurisdiction, service method, and program category.",
        "parameters": {
          "type": "object",
          "properties": {
            "jurisdiction_filter": {
              "type": "string",
              "description": "Optional filter to show programs available in specific jurisdiction"
            },
            "service_method": {
              "type": "string",
              "description": "Optional filter by service delivery method"
            },
            "program_category_filter": {
              "type": "string",
              "description": "Optional filter to show programs targeting a specific student demographic or need category (e.g., low_income, disability_support, academic_assistance)"
            }
          },
          "required": []
        }
      }
    }
  },
  {
    "node_id": "357ad745",
    "tool": {
      "type": "function",
      "function": {
        "name": "update_profile_accessibility_requirements",
        "description": "Update accessibility requirements for a student client profile",
        "parameters": {
          "type": "object",
          "properties": {
            "client_profile_id": {
              "type": "string",
              "description": "ID of the student client profile to update"
            },
            "accessibility_requirements": {
              "type": "array",
              "description": "List of special needs or accessibility considerations"
            }
          },
          "required": [
            "client_profile_id",
            "accessibility_requirements"
          ]
        }
      }
    }
  },
  {
    "node_id": "40e7acfd",
    "tool": {
      "type": "function",
      "function": {
        "name": "list_pending_recommendations",
        "description": "Retrieve all pending program recommendations awaiting submission or approval",
        "parameters": {
          "type": "object",
          "properties": {
            "status_filter": {
              "type": "string",
              "description": "Filter recommendations by status"
            },
            "date_range_start": {
              "type": "string",
              "description": "Optional start date for filtering recommendations"
            }
          },
          "required": [
            "status_filter",
            "date_range_start"
          ]
        }
      }
    }
  },
  {
    "node_id": "46cf928b",
    "tool": {
      "type": "function",
      "function": {
        "name": "update_student_profile_development",
        "description": "Update the development stage and completeness of a student profile",
        "parameters": {
          "type": "object",
          "properties": {
            "client_profile_id": {
              "type": "string",
              "description": "ID of the student client profile to update"
            },
            "development_stage": {
              "type": "string",
              "description": "Current development stage of the profile"
            },
            "assessment_notes": {
              "type": "string",
              "description": "Assessment notes for the current development stage"
            }
          },
          "required": [
            "client_profile_id",
            "development_stage",
            "assessment_notes"
          ]
        }
      }
    }
  },
  {
    "node_id": "6b649232",
    "tool": {
      "type": "function",
      "function": {
        "name": "validate_profile_program_for_eligibility_assessment",
        "description": "Validates that the specified student client profile and government program exist and are accessible for an eligibility assessment. Returns basic identifiers and readiness status.",
        "parameters": {
          "type": "object",
          "properties": {
            "client_profile_id": {
              "type": "string",
              "description": "ID of the student client profile to validate"
            },
            "program_code": {
              "type": "string",
              "description": "Government program code to validate"
            }
          },
          "required": [
            "client_profile_id",
            "program_code"
          ]
        }
      }
    }
  },
  {
    "node_id": "6e05f37e",
    "tool": {
      "type": "function",
      "function": {
        "name": "evaluate_program_policy_alignment",
        "description": "Evaluate alignment between a government program and relevant policy documents",
        "parameters": {
          "type": "object",
          "properties": {
            "program_code": {
              "type": "string",
              "description": "Government program code to evaluate"
            },
            "publicpolicydocument_id": {
              "type": "string",
              "description": "Policy document ID to check alignment with"
            }
          },
          "required": [
            "program_code",
            "publicpolicydocument_id"
          ]
        }
      }
    }
  },
  {
    "node_id": "6f0854e2",
    "tool": {
      "type": "function",
      "function": {
        "name": "update_profile_development_metadata",
        "description": "Update the development metadata of a student profile including stage, completeness, and next review date",
        "parameters": {
          "type": "object",
          "properties": {
            "client_profile_id": {
              "type": "string",
              "description": "ID of the student client profile to update"
            },
            "development_stage": {
              "type": "string",
              "description": "Development stage to set for the profile",
              "enum": [
                "initial_assessment",
                "information_gathering",
                "documentation_verification",
                "profile_completion",
                "periodic_update"
              ]
            },
            "profile_completeness": {
              "type": "number",
              "description": "Estimated completeness percentage of the profile (0.0-1.0)",
              "minimum": 0.0,
              "maximum": 1.0
            },
            "next_review_date": {
              "type": "string",
              "description": "Date when this profile should be reviewed next (ISO 8601 timestamp)"
            }
          },
          "required": [
            "client_profile_id",
            "development_stage",
            "profile_completeness",
            "next_review_date"
          ]
        }
      }
    }
  },
  {
    "node_id": "7f5d48b4",
    "tool": {
      "type": "function",
      "function": {
        "name": "generate_program_recommendation",
        "description": "Provide automated suggestions for educational paths",
        "parameters": {
          "type": "object",
          "properties": {
            "client_profile_id": {
              "type": "string",
              "description": "ID of the student client profile"
            },
            "program_code": {
              "type": "string",
              "description": "Government program code being recommended"
            },
            "rationale_summary": {
              "type": "string",
              "description": "Summary of why this program is recommended"
            }
          },
          "required": [
            "client_profile_id",
            "program_code",
            "rationale_summary"
          ]
        }
      }
    }
  },
  {
    "node_id": "87e87702",
    "tool": {
      "type": "function",
      "function": {
        "name": "record_policy_document_consultation",
        "description": "Record teacher's consultation of policy documents for program guidance",
        "parameters": {
          "type": "object",
          "properties": {
            "publicpolicydocument_id": {
              "type": "string",
              "description": "ID of the policy document consulted"
            },
            "consultation_purpose": {
              "type": "string",
              "description": "Purpose of the consultation"
            },
            "notes_summary": {
              "type": "string",
              "description": "Summary notes from the consultation"
            }
          },
          "required": [
            "publicpolicydocument_id",
            "consultation_purpose",
            "notes_summary"
          ]
        }
      }
    }
  },
  {
    "node_id": "8855a863",
    "tool": {
      "type": "function",
      "function": {
        "name": "execute_eligibility_assessment",
        "description": "Executes the eligibility assessment for a validated student profile against a specific government program. Determines eligibility status, assessed criteria, and generates supporting evidence identifiers.",
        "parameters": {
          "type": "object",
          "properties": {
            "client_profile_id": {
              "type": "string",
              "description": "Validated ID of the student client profile"
            },
            "program_code": {
              "type": "string",
              "description": "Validated government program code"
            }
          },
          "required": [
            "client_profile_id",
            "program_code"
          ]
        }
      }
    }
  },
  {
    "node_id": "8dfa77cc",
    "tool": {
      "type": "function",
      "function": {
        "name": "calculate_program_application_trends",
        "description": "Evaluate alignment between a government program and relevant policy documents",
        "parameters": {
          "type": "object",
          "properties": {
            "program_code": {
              "type": "string",
              "description": "Government program code to calculate trends for"
            },
            "time_period_months": {
              "type": "integer",
              "description": "Number of months to include in trend analysis",
              "minimum": 1
            }
          },
          "required": [
            "program_code",
            "time_period_months"
          ]
        }
      }
    }
  },
  {
    "node_id": "93f17bc1",
    "tool": {
      "type": "function",
      "function": {
        "name": "create_student_client_profile",
        "description": "Create a new student client profile for support service tracking",
        "parameters": {
          "type": "object",
          "properties": {
            "student_name": {
              "type": "string",
              "description": "Student's full legal name"
            },
            "contact_email": {
              "type": "string",
              "description": "Student's primary contact email"
            },
            "primary_location": {
              "type": "object",
              "description": "Student's primary geographical location information"
            },
            "communication_language": {
              "type": "string",
              "description": "Student's preferred language for service communication"
            }
          },
          "required": [
            "student_name",
            "contact_email",
            "primary_location",
            "communication_language"
          ]
        }
      }
    }
  },
  {
    "node_id": "a87e0947",
    "tool": {
      "type": "function",
      "function": {
        "name": "teacher_authorization",
        "description": "Authorize teacher access to the Student Support Program Connector system",
        "parameters": {
          "type": "object",
          "properties": {
            "teacher_id": {
              "type": "string",
              "description": "Unique institutional identifier for the teacher"
            }
          },
          "required": [
            "teacher_id"
          ]
        }
      }
    }
  },
  {
    "node_id": "c65f3f88",
    "tool": {
      "type": "function",
      "function": {
        "name": "analyze_program_recommendations_by_status",
        "description": "Analyze program recommendation statistics filtered by specific recommendation status",
        "parameters": {
          "type": "object",
          "properties": {
            "program_code": {
              "type": "string",
              "description": "Government program code to analyze recommendations for"
            },
            "status_filter": {
              "type": "string",
              "description": "Filter to show statistics for specific recommendation status",
              "enum": [
                "pending",
                "submitted",
                "approved",
                "rejected"
              ],
              "default": "approved"
            }
          },
          "required": [
            "program_code"
          ]
        }
      }
    }
  },
  {
    "node_id": "cdad4219",
    "tool": {
      "type": "function",
      "function": {
        "name": "search_student_support_policy_documents",
        "description": "Search for public policy documents relevant to student support programs",
        "parameters": {
          "type": "object",
          "properties": {
            "program_code": {
              "type": "string",
              "description": "Government program code to find related policy documents"
            },
            "access_level": {
              "type": "string",
              "description": "Required access level for documents"
            }
          },
          "required": [
            "program_code",
            "access_level"
          ]
        }
      }
    }
  },
  {
    "node_id": "fa1b8d0e",
    "tool": {
      "type": "function",
      "function": {
        "name": "update_structured_accessibility_requirements",
        "description": "Update structured accessibility requirements for a student client profile with standardized requirement codes",
        "parameters": {
          "type": "object",
          "properties": {
            "client_profile_id": {
              "type": "string",
              "description": "ID of the student client profile to update"
            },
            "accessibility_requirements": {
              "type": "array",
              "description": "List of structured accessibility requirements with standardized codes",
              "items": {
                "type": "object",
                "properties": {
                  "requirement_code": {
                    "type": "string",
                    "description": "Standardized code for the accessibility requirement"
                  },
                  "description": {
                    "type": "string",
                    "description": "Human-readable description of the requirement"
                  }
                },
                "required": [
                  "requirement_code",
                  "description"
                ]
              }
            }
          },
          "required": [
            "client_profile_id",
            "accessibility_requirements"
          ]
        }
      }
    }
  },
  {
    "node_id": "fd49e7b9",
    "tool": {
      "type": "function",
      "function": {
        "name": "teacher_authorization_with_session",
        "description": "Authorize teacher access to the Student Support Program Connector system, with optional control over the session duration for the access token.",
        "parameters": {
          "type": "object",
          "properties": {
            "teacher_id": {
              "type": "string",
              "description": "Unique institutional identifier for the teacher"
            },
            "session_duration_hours": {
              "type": "integer",
              "description": "Optional duration for the authorized session in hours. Controls how long the access token remains valid.",
              "default": 8
            }
          },
          "required": [
            "teacher_id"
          ]
        }
      }
    }
  }
]