telecommunications-expert — скилл для Claude Code: телеком, 5G

---
name: telecommunications-expert
version: 1.1.0
description: >-
  Expert-level telecommunications systems, network management, billing, 5G, SDN, and
  telecom infrastructure. Use when the user mentions telecom, networking, 5G, billing, OSS,
  or BSS, or when the task involves Telecommunications Systems, Network Technologies,
  Standards and Protocols, or Network Management.
category: domains
tags: [telecom, networking, 5g, billing, oss, bss]
allowed-tools:
  - Read
  - Write
  - Edit
---

# Telecommunications Expert

Expert guidance for telecommunications systems, network management, billing systems, 5G networks, SDN/NFV, and telecom infrastructure management.

## Core Concepts

### Telecommunications Systems

- Operations Support Systems (OSS)
- Business Support Systems (BSS)
- Network Management Systems (NMS)
- Service Assurance
- Inventory Management
- Provisioning systems
- Customer care platforms

### Network Technologies

- 5G/4G/LTE networks
- Fiber optic networks
- Software-Defined Networking (SDN)
- Network Functions Virtualization (NFV)
- Edge computing
- IoT connectivity
- Satellite communications

### Standards and Protocols

- 3GPP standards
- TM Forum Frameworx
- ETSI specifications
- ITU-T recommendations
- SIP (Session Initiation Protocol)
- Diameter protocol
- SNMP for network management

## Billing System

```python
from decimal import Decimal

@dataclass
class Subscriber:
    """Telecom subscriber"""
    subscriber_id: str
    account_number: str
    name: str
    phone_number: str
    email: str
    address: dict
    plan_id: str
    status: str  # 'active', 'suspended', 'terminated'
    activation_date: datetime

@dataclass
class ServicePlan:
    """Service plan/package"""
    plan_id: str
    name: str
    description: str
    monthly_fee: Decimal
    data_allowance_gb: float
    voice_minutes: int
    sms_count: int
    overage_rates: dict

@dataclass
class UsageRecord:
    """Usage record for billing"""
    record_id: str
    subscriber_id: str
    usage_type: str  # 'voice', 'sms', 'data'
    timestamp: datetime
    quantity: float
    unit: str
    destination: Optional[str]
    charged: bool

class BillingSystem:
    """Telecom billing and charging system"""

    def __init__(self):
        self.subscribers = {}
        self.service_plans = {}
        self.usage_records = []
        self.invoices = []

    def process_usage(self, usage: UsageRecord) -> dict:
        """Process usage record for charging"""
        subscriber = self.subscribers.get(usage.subscriber_id)
        if not subscriber:
            return {'error': 'Subscriber not found'}

        if subscriber.status != 'active':
            return {'error': 'Subscriber not active'}

        plan = self.service_plans.get(subscriber.plan_id)
        if not plan:
            return {'error': 'Service plan not found'}

        # Check if usage is within plan allowance
        current_usage = self._get_current_month_usage(usage.subscriber_id, usage.usage_type)

        charge = Decimal('0')

        if usage.usage_type == 'data':
            if current_usage > plan.data_allowance_gb:
                # Overage charges
                overage_gb = usage.quantity
                charge = Decimal(str(overage_gb)) * plan.overage_rates['data_per_gb']

        elif usage.usage_type == 'voice':
            if current_usage > plan.voice_minutes:
                # Overage charges
                overage_minutes = usage.quantity
                charge = Decimal(str(overage_minutes)) * plan.overage_rates['voice_per_minute']

        elif usage.usage_type == 'sms':
            if current_usage > plan.sms_count:
                # Overage charges
                overage_sms = usage.quantity
                charge = Decimal(str(overage_sms)) * plan.overage_rates['sms_per_message']

        usage.charged = True
        self.usage_records.append(usage)

        return {
            'subscriber_id': usage.subscriber_id,
            'usage_type': usage.usage_type,
            'quantity': usage.quantity,
            'charge': float(charge),
            'within_allowance': charge == 0
        }

    def generate_invoice(self, subscriber_id: str, billing_period: tuple) -> dict:
        """Generate monthly invoice"""
        subscriber = self.subscribers.get(subscriber_id)
        if not subscriber:
            return {'error': 'Subscriber not found'}

        plan = self.service_plans.get(subscriber.plan_id)
        start_date, end_date = billing_period

        # Base charges
        monthly_fee = plan.monthly_fee

        # Usage charges
        period_usage = [
            u for u in self.usage_records
            if u.subscriber_id == subscriber_id and
            start_date <= u.timestamp <= end_date
        ]

        usage_charges = self._calculate_usage_charges(period_usage, plan)

        # Taxes (simplified)
        subtotal = monthly_fee + usage_charges['total']
        tax_rate = Decimal('0.10')  # 10%
        taxes = subtotal * tax_rate

        total = subtotal + taxes

        invoice = {
            'invoice_id': self._generate_invoice_id(),
            'subscriber_id': subscriber_id,
            'account_number': subscriber.account_number,
            'billing_period': {
                'start': start_date.isoformat(),
                'end': end_date.isoformat()
            },
            'charges': {
                'monthly_fee': float(monthly_fee),
                'data_charges': float(usage_charges['data']),
                'voice_charges': float(usage_charges['voice']),
                'sms_charges': float(usage_charges['sms']),
                'other_charges': float(usage_charges['other'])
            },
            'subtotal': float(subtotal),
            'taxes': float(taxes),
            'total': float(total),
            'due_date': (end_date + timedelta(days=15)).isoformat()
        }

        self.invoices.append(invoice)

        return invoice

    def _get_current_month_usage(self, subscriber_id: str, usage_type: str) -> float:
        """Get current month usage for subscriber"""
        current_month_start = datetime.now().replace(day=1, hour=0, minute=0, second=0)

        usage = [
            u for u in self.usage_records
            if u.subscriber_id == subscriber_id and
            u.usage_type == usage_type and
            u.timestamp >= current_month_start
        ]

        total = sum(u.quantity for u in usage)
        return total

    def _calculate_usage_charges(self,
                                usage_records: List[UsageRecord],
                                plan: ServicePlan) -> dict:
        """Calculate usage charges"""
        charges = {
            'data': Decimal('0'),
            'voice': Decimal('0'),
            'sms': Decimal('0'),
            'other': Decimal('0'),
            'total': Decimal('0')
        }

        # Group usage by type
        data_usage = sum(u.quantity for u in usage_records if u.usage_type == 'data')
        voice_usage = sum(u.quantity for u in usage_records if u.usage_type == 'voice')
        sms_usage = sum(u.quantity for u in usage_records if u.usage_type == 'sms')

        # Calculate overage charges
        if data_usage > plan.data_allowance_gb:
            overage = data_usage - plan.data_allowance_gb
            charges['data'] = Decimal(str(overage)) * plan.overage_rates['data_per_gb']

        if voice_usage > plan.voice_minutes:
            overage = voice_usage - plan.voice_minutes
            charges['voice'] = Decimal(str(overage)) * plan.overage_rates['voice_per_minute']

        if sms_usage > plan.sms_count:
            overage = sms_usage - plan.sms_count
            charges['sms'] = Decimal(str(overage)) * plan.overage_rates['sms_per_message']

        charges['total'] = sum([charges['data'], charges['voice'], charges['sms'], charges['other']])

        return charges

    def _generate_invoice_id(self) -> str:
        import uuid
        return f"INV-{uuid.uuid4().hex[:10].upper()}"
```

## 5G Network Management

```python
class FiveGNetworkManagement:
    """5G network management and optimization"""

    def __init__(self):
        self.base_stations = {}
        self.network_slices = {}

    def configure_network_slice(self, slice_config: dict) -> dict:
        """Configure 5G network slice"""
        slice_id = self._generate_slice_id()

        network_slice = {
            'slice_id': slice_id,
            'name': slice_config['name'],
            'slice_type': slice_config['slice_type'],  # 'eMBB', 'URLLC', 'mMTC'
            'resources': {
                'bandwidth_mhz': slice_config['bandwidth'],
                'latency_ms': slice_config['max_latency'],
                'reliability': slice_config['reliability']
            },
            'qos_profile': slice_config['qos_profile'],
            'status': 'active'
        }

        self.network_slices[slice_id] = network_slice

        # Allocate resources
        self._allocate_slice_resources(network_slice)

        return {
            'slice_id': slice_id,
            'status': 'configured',
            'resources_allocated': True
        }

    def optimize_beamforming(self, base_station_id: str, user_positions: List[tuple]) -> dict:
        """Optimize massive MIMO beamforming"""
        # Simplified beamforming optimization
        # In production, would use complex signal processing algorithms

        num_users = len(user_positions)
        num_antennas = 64  # Massive MIMO array

        # Calculate beam directions
        beam_directions = []
        for position in user_positions:
            angle = self._calculate_beam_angle(position)
            beam_directions.append(angle)

        # Calculate precoding matrix (simplified)
        # In production, would use ZF or MMSE precoding

        return {
            'base_station_id': base_station_id,
            'num_users': num_users,
            'num_antennas': num_antennas,
            'beam_directions': beam_directions,
            'expected_throughput_improvement': 2.5  # 2.5x improvement
        }

    def manage_handover(self, ue_id: str, source_cell: str, target_cell: str) -> dict:
        """Manage 5G handover"""
        # Measure signal quality
        source_rsrp = self._measure_rsrp(ue_id, source_cell)
        target_rsrp = self._measure_rsrp(ue_id, target_cell)

        # Decision criteria
        handover_threshold = 3  # dB
        if target_rsrp > source_rsrp + handover_threshold:
            # Initiate handover
            result = self._execute_handover(ue_id, source_cell, target_cell)

            return {
                'ue_id': ue_id,
                'handover': 'executed',
                'source_cell': source_cell,
                'target_cell': target_cell,
                'source_rsrp': source_rsrp,
                'target_rsrp': target_rsrp
            }
        else:
            return {
                'ue_id': ue_id,
                'handover': 'not_required',
                'source_rsrp': source_rsrp,
                'target_rsrp': target_rsrp
            }

    def _allocate_slice_resources(self, network_slice: dict):
        """Allocate network resources for slice"""
        # Implementation would configure SDN/NFV infrastructure
        pass

    def _calculate_beam_angle(self, position: tuple) -> float:
        """Calculate beam angle for position"""
        # Simplified calculation
        return 45.0  # degrees

    def _measure_rsrp(self, ue_id: str, cell_id: str) -> float:
        """Measure Reference Signal Received Power"""
        # Implementation would get actual RSRP from network
        return np.random.uniform(-110, -70)  # dBm

    def _execute_handover(self, ue_id: str, source: str, target: str) -> bool:
        """Execute handover procedure"""
        # Implementation would perform actual handover
        return True

    def _generate_slice_id(self) -> str:
        import uuid
        return f"SLICE-{uuid.uuid4().hex[:8].upper()}"
```

## Best Practices

### Network Management

- Implement proactive monitoring
- Use predictive analytics for fault detection
- Automate routine tasks
- Maintain network documentation
- Implement configuration management
- Use centralized logging
- Monitor key performance indicators (KPIs)

### Billing Systems

- Ensure real-time charging
- Implement usage mediation
- Support multiple rating models
- Provide transparent billing
- Enable self-service portal
- Automate invoice generation
- Implement payment processing

### 5G Networks

- Implement network slicing
- Optimize for low latency
- Use edge computing
- Enable dynamic resource allocation
- Support massive IoT connectivity
- Implement security measures
- Monitor QoS metrics

### Service Assurance

- Track service level agreements (SLAs)
- Implement automated testing
- Monitor customer experience
- Provide real-time diagnostics
- Enable root cause analysis
- Track mean time to repair (MTTR)
- Implement service quality metrics

## Anti-Patterns

❌ Reactive network management only
❌ Manual provisioning processes
❌ No capacity planning
❌ Inaccurate billing
❌ Poor alarm management (alarm storms)
❌ No network redundancy
❌ Ignoring customer experience metrics
❌ Manual configuration changes
❌ No disaster recovery plan

## Reference Documentation

Detailed material lives alongside this skill and is read on demand:

- [Network Management System](references/NETWORK_MANAGEMENT_SYSTEM.md)

## Resources

- TM Forum: https://www.tmforum.org/
- 3GPP: https://www.3gpp.org/
- ETSI: https://www.etsi.org/
- ITU-T: https://www.itu.int/
- GSMA: https://www.gsma.com/
- ONF (Open Networking Foundation): https://opennetworking.org/
- O-RAN Alliance: https://www.o-ran.org/