Compliance Frameworks in TuskLang - Bash Guide

📋 Revolutionary Compliance Configuration

Compliance frameworks in TuskLang transform your configuration files into intelligent compliance systems. No more separate compliance tools or complex regulatory configurations - everything lives in your TuskLang configuration with dynamic compliance monitoring, automatic audit trails, and intelligent policy enforcement.

> "We don't bow to any king" - TuskLang compliance frameworks break free from traditional compliance constraints and bring modern regulatory capabilities to your Bash applications.

🚀 Core Compliance Directives

Basic Compliance Setup

#compliance: gdpr                    # Compliance framework
#comp-framework: gdpr                # Alternative syntax
#comp-audit: true                    # Enable audit logging
#comp-reporting: true                # Enable compliance reporting
#comp-monitoring: true               # Enable compliance monitoring
#comp-enforcement: true              # Enable policy enforcement

Advanced Compliance Configuration

#comp-data-retention: 30             # Data retention period (days)
#comp-data-encryption: true          # Enable data encryption
#comp-privacy-policy: true           # Enable privacy policy
#comp-consent-management: true       # Enable consent management
#comp-data-portability: true         # Enable data portability
#comp-breach-notification: true      # Enable breach notification

🔧 Bash Compliance Implementation

Basic Compliance Manager

#!/bin/bash
Load compliance configuration
source <(tsk load compliance.tsk)
Compliance configuration
COMP_FRAMEWORK="${comp_framework:-gdpr}"
COMP_AUDIT="${comp_audit:-true}"
COMP_REPORTING="${comp_reporting:-true}"
COMP_MONITORING="${comp_monitoring:-true}"
Compliance manager
class ComplianceManager {
    constructor() {
        this.framework = COMP_FRAMEWORK
        this.audit = COMP_AUDIT
        this.reporting = COMP_REPORTING
        this.monitoring = COMP_MONITORING
        this.violations = new Map()
        this.audit_log = []
        this.stats = {
            violations: 0,
            audits: 0,
            reports: 0,
            remediations: 0
        }
    }
    
    checkCompliance(data, operation) {
        if (!this.monitoring) return { compliant: true }
        
        console.log(Checking compliance for ${operation} operation)
        
        const violations = []
        
        // Check framework-specific compliance
        switch (this.framework) {
            case 'gdpr':
                violations.push(...this.checkGDPRCompliance(data, operation))
                break
            case 'hipaa':
                violations.push(...this.checkHIPAACompliance(data, operation))
                break
            case 'sox':
                violations.push(...this.checkSOXCompliance(data, operation))
                break
            case 'pci-dss':
                violations.push(...this.checkPCIDSSCompliance(data, operation))
                break
            default:
                violations.push(...this.checkGenericCompliance(data, operation))
        }
        
        if (violations.length > 0) {
            this.stats.violations++
            this.logViolations(violations)
            return { compliant: false, violations }
        }
        
        this.stats.audits++
        this.logAudit(operation, { compliant: true })
        return { compliant: true }
    }
    
    checkGDPRCompliance(data, operation) {
        const violations = []
        
        // Check data minimization
        if (this.hasExcessiveData(data)) {
            violations.push({
                type: 'data_minimization',
                severity: 'high',
                description: 'Data collection exceeds necessary scope'
            })
        }
        
        // Check consent
        if (!this.hasValidConsent(data)) {
            violations.push({
                type: 'consent',
                severity: 'critical',
                description: 'No valid consent for data processing'
            })
        }
        
        // Check data retention
        if (this.exceedsRetentionPeriod(data)) {
            violations.push({
                type: 'data_retention',
                severity: 'medium',
                description: 'Data retained beyond retention period'
            })
        }
        
        // Check data encryption
        if (!this.isDataEncrypted(data)) {
            violations.push({
                type: 'data_encryption',
                severity: 'high',
                description: 'Personal data not encrypted'
            })
        }
        
        return violations
    }
    
    checkHIPAACompliance(data, operation) {
        const violations = []
        
        // Check PHI protection
        if (this.containsPHI(data) && !this.isPHIProtected(data)) {
            violations.push({
                type: 'phi_protection',
                severity: 'critical',
                description: 'PHI not properly protected'
            })
        }
        
        // Check access controls
        if (!this.hasProperAccessControls(operation)) {
            violations.push({
                type: 'access_controls',
                severity: 'high',
                description: 'Insufficient access controls'
            })
        }
        
        // Check audit logging
        if (!this.hasAuditLogging(operation)) {
            violations.push({
                type: 'audit_logging',
                severity: 'medium',
                description: 'Missing audit logging'
            })
        }
        
        return violations
    }
    
    checkSOXCompliance(data, operation) {
        const violations = []
        
        // Check financial data integrity
        if (this.containsFinancialData(data) && !this.isDataIntegrityMaintained(data)) {
            violations.push({
                type: 'data_integrity',
                severity: 'critical',
                description: 'Financial data integrity compromised'
            })
        }
        
        // Check access controls
        if (!this.hasSegregationOfDuties(operation)) {
            violations.push({
                type: 'segregation_of_duties',
                severity: 'high',
                description: 'Segregation of duties not maintained'
            })
        }
        
        // Check change management
        if (!this.hasChangeManagement(operation)) {
            violations.push({
                type: 'change_management',
                severity: 'medium',
                description: 'Change management process not followed'
            })
        }
        
        return violations
    }
    
    checkPCIDSSCompliance(data, operation) {
        const violations = []
        
        // Check cardholder data protection
        if (this.containsCardholderData(data) && !this.isCardholderDataProtected(data)) {
            violations.push({
                type: 'cardholder_data_protection',
                severity: 'critical',
                description: 'Cardholder data not properly protected'
            })
        }
        
        // Check network security
        if (!this.hasNetworkSecurity(operation)) {
            violations.push({
                type: 'network_security',
                severity: 'high',
                description: 'Insufficient network security'
            })
        }
        
        // Check vulnerability management
        if (!this.hasVulnerabilityManagement(operation)) {
            violations.push({
                type: 'vulnerability_management',
                severity: 'medium',
                description: 'Vulnerability management not implemented'
            })
        }
        
        return violations
    }
    
    generateComplianceReport() {
        if (!this.reporting) return null
        
        const report = {
            timestamp: new Date().toISOString(),
            framework: this.framework,
            summary: {
                total_violations: this.stats.violations,
                total_audits: this.stats.audits,
                total_reports: this.stats.reports,
                total_remediations: this.stats.remediations
            },
            violations: Array.from(this.violations.values()),
            audit_log: this.audit_log.slice(-100), // Last 100 entries
            recommendations: this.generateRecommendations()
        }
        
        this.stats.reports++
        this.saveComplianceReport(report)
        
        return report
    }
    
    logViolations(violations) {
        violations.forEach(violation => {
            const violationId = violation_${Date.now()}_${Math.random().toString(36).substr(2, 9)}
            
            this.violations.set(violationId, {
                id: violationId,
                timestamp: new Date().toISOString(),
                ...violation
            })
            
            this.logAudit('violation', violation)
        })
    }
    
    logAudit(action, details) {
        if (!this.audit) return
        
        const auditEntry = {
            timestamp: new Date().toISOString(),
            action,
            details,
            session_id: this.getSessionId()
        }
        
        this.audit_log.push(auditEntry)
        this.writeAuditLog(auditEntry)
    }
    
    getStats() {
        return { ...this.stats }
    }
    
    getViolations() {
        return Array.from(this.violations.values())
    }
    
    getAuditLog() {
        return [...this.audit_log]
    }
}
Initialize compliance manager
const complianceManager = new ComplianceManager()

GDPR Compliance Implementation

#!/bin/bash
GDPR compliance implementation
gdpr_compliance() {
    local operation="$1"
    local data="$2"
    local options="$3"
    
    case "$operation" in
        "check")
            gdpr_check_compliance "$data" "$options"
            ;;
        "consent")
            gdpr_manage_consent "$data" "$options"
            ;;
        "retention")
            gdpr_check_retention "$data"
            ;;
        "portability")
            gdpr_data_portability "$data"
            ;;
        "breach")
            gdpr_breach_notification "$data"
            ;;
        *)
            echo "Unknown GDPR operation: $operation"
            return 1
            ;;
    esac
}
gdpr_check_compliance() {
    local data="$1"
    local options="$2"
    
    echo "Checking GDPR compliance..."
    
    local violations=()
    
    # Check data minimization
    if gdpr_check_data_minimization "$data"; then
        echo "✓ Data minimization compliant"
    else
        violations+=("data_minimization")
        echo "✗ Data minimization violation"
    fi
    
    # Check consent
    if gdpr_check_consent "$data"; then
        echo "✓ Consent compliant"
    else
        violations+=("consent")
        echo "✗ Consent violation"
    fi
    
    # Check data retention
    if gdpr_check_retention "$data"; then
        echo "✓ Data retention compliant"
    else
        violations+=("data_retention")
        echo "✗ Data retention violation"
    fi
    
    # Check data encryption
    if gdpr_check_encryption "$data"; then
        echo "✓ Data encryption compliant"
    else
        violations+=("data_encryption")
        echo "✗ Data encryption violation"
    fi
    
    # Check data portability
    if gdpr_check_portability "$data"; then
        echo "✓ Data portability compliant"
    else
        violations+=("data_portability")
        echo "✗ Data portability violation"
    fi
    
    # Check breach notification
    if gdpr_check_breach_notification "$data"; then
        echo "✓ Breach notification compliant"
    else
        violations+=("breach_notification")
        echo "✗ Breach notification violation"
    fi
    
    if [[ ${#violations[@]} -eq 0 ]]; then
        echo "✓ GDPR compliance check passed"
        return 0
    else
        echo "✗ GDPR compliance violations: ${violations[*]}"
        return 1
    fi
}
gdpr_check_data_minimization() {
    local data="$1"
    
    # Check if data collection is excessive
    local data_size=$(echo "$data" | jq -r '. | length' 2>/dev/null || echo "0")
    local max_allowed_size="${gdpr_max_data_size:-1000}"
    
    if [[ "$data_size" -gt "$max_allowed_size" ]]; then
        return 1
    fi
    
    # Check for unnecessary data fields
    local unnecessary_fields=("ssn" "credit_card" "passport_number")
    
    for field in "${unnecessary_fields[@]}"; do
        if echo "$data" | jq -r ".$field" 2>/dev/null | grep -q -v "null"; then
            return 1
        fi
    done
    
    return 0
}
gdpr_check_consent() {
    local data="$1"
    
    # Check if consent is present
    local consent=$(echo "$data" | jq -r '.consent' 2>/dev/null)
    
    if [[ -z "$consent" ]] || [[ "$consent" == "null" ]]; then
        return 1
    fi
    
    # Check if consent is valid
    local consent_timestamp=$(echo "$data" | jq -r '.consent_timestamp' 2>/dev/null)
    local current_timestamp=$(date +%s)
    local consent_validity="${gdpr_consent_validity:-31536000}"  # 1 year in seconds
    
    if [[ -n "$consent_timestamp" ]] && [[ "$consent_timestamp" != "null" ]]; then
        local consent_age=$((current_timestamp - consent_timestamp))
        
        if [[ "$consent_age" -gt "$consent_validity" ]]; then
            return 1
        fi
    fi
    
    return 0
}
gdpr_check_retention() {
    local data="$1"
    
    # Check data creation timestamp
    local creation_timestamp=$(echo "$data" | jq -r '.created_at' 2>/dev/null)
    local current_timestamp=$(date +%s)
    local retention_period="${gdpr_retention_period:-2592000}"  # 30 days in seconds
    
    if [[ -n "$creation_timestamp" ]] && [[ "$creation_timestamp" != "null" ]]; then
        local data_age=$((current_timestamp - creation_timestamp))
        
        if [[ "$data_age" -gt "$retention_period" ]]; then
            return 1
        fi
    fi
    
    return 0
}
gdpr_check_encryption() {
    local data="$1"
    
    # Check if sensitive data is encrypted
    local sensitive_fields=("email" "phone" "address" "personal_data")
    
    for field in "${sensitive_fields[@]}"; do
        local field_value=$(echo "$data" | jq -r ".$field" 2>/dev/null)
        
        if [[ -n "$field_value" ]] && [[ "$field_value" != "null" ]]; then
            # Check if field is encrypted (simplified check)
            if ! echo "$field_value" | grep -q "^encrypted:"; then
                return 1
            fi
        fi
    done
    
    return 0
}
gdpr_manage_consent() {
    local data="$1"
    local action="$2"
    
    case "$action" in
        "grant")
            gdpr_grant_consent "$data"
            ;;
        "withdraw")
            gdpr_withdraw_consent "$data"
            ;;
        "update")
            gdpr_update_consent "$data"
            ;;
        *)
            echo "Unknown consent action: $action"
            return 1
            ;;
    esac
}
gdpr_grant_consent() {
    local data="$1"
    
    local user_id=$(echo "$data" | jq -r '.user_id')
    local consent_type=$(echo "$data" | jq -r '.consent_type')
    local timestamp=$(date +%s)
    
    # Create consent record
    local consent_record=$(cat << EOF
{
    "user_id": "$user_id",
    "consent_type": "$consent_type",
    "granted": true,
    "timestamp": $timestamp,
    "ip_address": "$(get_client_ip)",
    "user_agent": "$(get_user_agent)"
}
EOF
)
    
    # Store consent record
    store_consent_record "$consent_record"
    
    echo "✓ Consent granted for user $user_id"
}
gdpr_data_portability() {
    local user_id="$1"
    
    echo "Generating data export for user: $user_id"
    
    # Collect user data
    local user_data=$(collect_user_data "$user_id")
    
    # Format data for portability
    local export_data=$(format_data_for_portability "$user_data")
    
    # Generate export file
    local export_file="/tmp/gdpr_export_${user_id}_$(date +%Y%m%d_%H%M%S).json"
    echo "$export_data" > "$export_file"
    
    # Compress export file
    gzip "$export_file"
    
    echo "✓ Data export generated: ${export_file}.gz"
    echo "$export_file.gz"
}
gdpr_breach_notification() {
    local breach_data="$1"
    
    echo "Processing GDPR breach notification..."
    
    # Check if breach is reportable
    if gdpr_is_breach_reportable "$breach_data"; then
        echo "Breach is reportable, generating notification..."
        
        # Generate breach report
        local breach_report=$(generate_breach_report "$breach_data")
        
        # Send notification to DPA
        send_breach_notification "$breach_report"
        
        # Notify affected individuals
        notify_affected_individuals "$breach_data"
        
        echo "✓ Breach notification sent"
    else
        echo "Breach is not reportable"
    fi
}
gdpr_is_breach_reportable() {
    local breach_data="$1"
    
    # Check breach severity
    local severity=$(echo "$breach_data" | jq -r '.severity')
    local affected_individuals=$(echo "$breach_data" | jq -r '.affected_individuals')
    
    # Reportable if high severity or affects many individuals
    if [[ "$severity" == "high" ]] || [[ "$affected_individuals" -gt 100 ]]; then
        return 0
    fi
    
    return 1
}

HIPAA Compliance Implementation

#!/bin/bash
HIPAA compliance implementation
hipaa_compliance() {
    local operation="$1"
    local data="$2"
    local options="$3"
    
    case "$operation" in
        "check")
            hipaa_check_compliance "$data" "$options"
            ;;
        "phi")
            hipaa_protect_phi "$data"
            ;;
        "access")
            hipaa_check_access "$data" "$options"
            ;;
        "audit")
            hipaa_audit_log "$data"
            ;;
        "breach")
            hipaa_breach_notification "$data"
            ;;
        *)
            echo "Unknown HIPAA operation: $operation"
            return 1
            ;;
    esac
}
hipaa_check_compliance() {
    local data="$1"
    local options="$2"
    
    echo "Checking HIPAA compliance..."
    
    local violations=()
    
    # Check PHI protection
    if hipaa_check_phi_protection "$data"; then
        echo "✓ PHI protection compliant"
    else
        violations+=("phi_protection")
        echo "✗ PHI protection violation"
    fi
    
    # Check access controls
    if hipaa_check_access_controls "$data"; then
        echo "✓ Access controls compliant"
    else
        violations+=("access_controls")
        echo "✗ Access controls violation"
    fi
    
    # Check audit logging
    if hipaa_check_audit_logging "$data"; then
        echo "✓ Audit logging compliant"
    else
        violations+=("audit_logging")
        echo "✗ Audit logging violation"
    fi
    
    # Check data encryption
    if hipaa_check_encryption "$data"; then
        echo "✓ Data encryption compliant"
    else
        violations+=("data_encryption")
        echo "✗ Data encryption violation"
    fi
    
    # Check backup security
    if hipaa_check_backup_security "$data"; then
        echo "✓ Backup security compliant"
    else
        violations+=("backup_security")
        echo "✗ Backup security violation"
    fi
    
    if [[ ${#violations[@]} -eq 0 ]]; then
        echo "✓ HIPAA compliance check passed"
        return 0
    else
        echo "✗ HIPAA compliance violations: ${violations[*]}"
        return 1
    fi
}
hipaa_check_phi_protection() {
    local data="$1"
    
    # Check for PHI identifiers
    local phi_identifiers=(
        "patient_name" "medical_record_number" "social_security_number"
        "date_of_birth" "address" "phone_number" "email"
        "diagnosis" "treatment" "medication"
    )
    
    for identifier in "${phi_identifiers[@]}"; do
        local value=$(echo "$data" | jq -r ".$identifier" 2>/dev/null)
        
        if [[ -n "$value" ]] && [[ "$value" != "null" ]]; then
            # Check if PHI is properly protected
            if ! hipaa_is_phi_protected "$value"; then
                return 1
            fi
        fi
    done
    
    return 0
}
hipaa_is_phi_protected() {
    local phi_value="$1"
    
    # Check if PHI is encrypted
    if echo "$phi_value" | grep -q "^encrypted:"; then
        return 0
    fi
    
    # Check if PHI is de-identified
    if hipaa_is_deidentified "$phi_value"; then
        return 0
    fi
    
    return 1
}
hipaa_is_deidentified() {
    local value="$1"
    
    # Check if value is de-identified (simplified check)
    if [[ "$value" == "[REDACTED]" ]] || [[ "$value" == "[DEIDENTIFIED]" ]]; then
        return 0
    fi
    
    return 1
}
hipaa_check_access_controls() {
    local data="$1"
    
    # Check user authentication
    local user_id=$(echo "$data" | jq -r '.user_id')
    if ! hipaa_is_user_authenticated "$user_id"; then
        return 1
    fi
    
    # Check user authorization
    local resource=$(echo "$data" | jq -r '.resource')
    local action=$(echo "$data" | jq -r '.action')
    
    if ! hipaa_is_user_authorized "$user_id" "$resource" "$action"; then
        return 1
    fi
    
    # Check session timeout
    if ! hipaa_check_session_timeout "$user_id"; then
        return 1
    fi
    
    return 0
}
hipaa_is_user_authenticated() {
    local user_id="$1"
    
    # Check if user has valid authentication
    local auth_file="/var/log/auth.log"
    
    if [[ -f "$auth_file" ]]; then
        local last_auth=$(grep "authentication" "$auth_file" | grep "$user_id" | tail -1)
        
        if [[ -n "$last_auth" ]]; then
            local auth_time=$(echo "$last_auth" | awk '{print $1, $2, $3}')
            local auth_timestamp=$(date -d "$auth_time" +%s)
            local current_timestamp=$(date +%s)
            local auth_timeout="${hipaa_auth_timeout:-1800}"  # 30 minutes
            
            if [[ $((current_timestamp - auth_timestamp)) -lt "$auth_timeout" ]]; then
                return 0
            fi
        fi
    fi
    
    return 1
}
hipaa_is_user_authorized() {
    local user_id="$1"
    local resource="$2"
    local action="$3"
    
    # Check user role
    local user_role=$(get_user_role "$user_id")
    
    # Check role permissions
    case "$user_role" in
        "doctor"|"nurse"|"admin")
            return 0
            ;;
        "receptionist")
            if [[ "$action" == "read" ]] && [[ "$resource" == "patient_info" ]]; then
                return 0
            fi
            ;;
        *)
            return 1
            ;;
    esac
    
    return 1
}
hipaa_audit_log() {
    local data="$1"
    
    local user_id=$(echo "$data" | jq -r '.user_id')
    local action=$(echo "$data" | jq -r '.action')
    local resource=$(echo "$data" | jq -r '.resource')
    local timestamp=$(date '+%Y-%m-%d %H:%M:%S')
    local ip_address=$(get_client_ip)
    
    # Create audit log entry
    local audit_entry="$timestamp | $user_id | $action | $resource | $ip_address"
    
    # Write to audit log
    echo "$audit_entry" >> "/var/log/hipaa_audit.log"
    
    echo "✓ HIPAA audit log entry created"
}
hipaa_breach_notification() {
    local breach_data="$1"
    
    echo "Processing HIPAA breach notification..."
    
    # Check if breach is reportable
    if hipaa_is_breach_reportable "$breach_data"; then
        echo "Breach is reportable, generating notification..."
        
        # Generate breach report
        local breach_report=$(generate_hipaa_breach_report "$breach_data")
        
        # Send notification to HHS
        send_hipaa_breach_notification "$breach_report"
        
        # Notify affected individuals
        notify_hipaa_affected_individuals "$breach_data"
        
        echo "✓ HIPAA breach notification sent"
    else
        echo "Breach is not reportable"
    fi
}
hipaa_is_breach_reportable() {
    local breach_data="$1"
    
    # Check breach size
    local affected_individuals=$(echo "$breach_data" | jq -r '.affected_individuals')
    
    # Reportable if affects 500+ individuals
    if [[ "$affected_individuals" -ge 500 ]]; then
        return 0
    fi
    
    return 1
}

SOX Compliance Implementation

#!/bin/bash
SOX compliance implementation
sox_compliance() {
    local operation="$1"
    local data="$2"
    local options="$3"
    
    case "$operation" in
        "check")
            sox_check_compliance "$data" "$options"
            ;;
        "integrity")
            sox_check_data_integrity "$data"
            ;;
        "segregation")
            sox_check_segregation_of_duties "$data"
            ;;
        "change")
            sox_change_management "$data"
            ;;
        "audit")
            sox_audit_trail "$data"
            ;;
        *)
            echo "Unknown SOX operation: $operation"
            return 1
            ;;
    esac
}
sox_check_compliance() {
    local data="$1"
    local options="$2"
    
    echo "Checking SOX compliance..."
    
    local violations=()
    
    # Check data integrity
    if sox_check_data_integrity "$data"; then
        echo "✓ Data integrity compliant"
    else
        violations+=("data_integrity")
        echo "✗ Data integrity violation"
    fi
    
    # Check segregation of duties
    if sox_check_segregation_of_duties "$data"; then
        echo "✓ Segregation of duties compliant"
    else
        violations+=("segregation_of_duties")
        echo "✗ Segregation of duties violation"
    fi
    
    # Check change management
    if sox_check_change_management "$data"; then
        echo "✓ Change management compliant"
    else
        violations+=("change_management")
        echo "✗ Change management violation"
    fi
    
    # Check audit trail
    if sox_check_audit_trail "$data"; then
        echo "✓ Audit trail compliant"
    else
        violations+=("audit_trail")
        echo "✗ Audit trail violation"
    fi
    
    # Check access controls
    if sox_check_access_controls "$data"; then
        echo "✓ Access controls compliant"
    else
        violations+=("access_controls")
        echo "✗ Access controls violation"
    fi
    
    if [[ ${#violations[@]} -eq 0 ]]; then
        echo "✓ SOX compliance check passed"
        return 0
    else
        echo "✗ SOX compliance violations: ${violations[*]}"
        return 1
    fi
}
sox_check_data_integrity() {
    local data="$1"
    
    # Check for financial data
    local financial_fields=("amount" "balance" "transaction_id" "account_number")
    
    for field in "${financial_fields[@]}"; do
        local value=$(echo "$data" | jq -r ".$field" 2>/dev/null)
        
        if [[ -n "$value" ]] && [[ "$value" != "null" ]]; then
            # Check if financial data has integrity controls
            if ! sox_has_integrity_controls "$value"; then
                return 1
            fi
        fi
    done
    
    return 0
}
sox_has_integrity_controls() {
    local value="$1"
    
    # Check for checksum or hash
    local checksum=$(echo "$value" | jq -r '.checksum' 2>/dev/null)
    
    if [[ -n "$checksum" ]] && [[ "$checksum" != "null" ]]; then
        # Verify checksum
        local calculated_checksum=$(echo "$value" | jq -r '.data' | sha256sum | cut -d' ' -f1)
        
        if [[ "$checksum" == "$calculated_checksum" ]]; then
            return 0
        fi
    fi
    
    return 1
}
sox_check_segregation_of_duties() {
    local data="$1"
    
    local user_id=$(echo "$data" | jq -r '.user_id')
    local action=$(echo "$data" | jq -r '.action')
    local resource=$(echo "$data" | jq -r '.resource')
    
    # Check for conflicting roles
    local user_roles=$(get_user_roles "$user_id")
    
    # Define conflicting role pairs
    local conflicting_pairs=(
        "approver:initiator"
        "reviewer:approver"
        "admin:user"
    )
    
    for pair in "${conflicting_pairs[@]}"; do
        IFS=':' read -r role1 role2 <<< "$pair"
        
        if echo "$user_roles" | grep -q "$role1" && echo "$user_roles" | grep -q "$role2"; then
            return 1
        fi
    done
    
    return 0
}
sox_change_management() {
    local data="$1"
    
    local change_id=$(echo "$data" | jq -r '.change_id')
    local change_type=$(echo "$data" | jq -r '.change_type')
    local user_id=$(echo "$data" | jq -r '.user_id')
    
    # Check if change is approved
    if ! sox_is_change_approved "$change_id"; then
        echo "Change $change_id is not approved"
        return 1
    fi
    
    # Check if user is authorized for change
    if ! sox_is_user_authorized_for_change "$user_id" "$change_type"; then
        echo "User $user_id is not authorized for change type $change_type"
        return 1
    fi
    
    # Log change
    sox_log_change "$data"
    
    echo "✓ SOX change management compliant"
    return 0
}
sox_is_change_approved() {
    local change_id="$1"
    
    # Check change approval status
    local approval_file="/var/sox/changes/$change_id.json"
    
    if [[ -f "$approval_file" ]]; then
        local status=$(jq -r '.status' "$approval_file")
        
        if [[ "$status" == "approved" ]]; then
            return 0
        fi
    fi
    
    return 1
}
sox_audit_trail() {
    local data="$1"
    
    local user_id=$(echo "$data" | jq -r '.user_id')
    local action=$(echo "$data" | jq -r '.action')
    local resource=$(echo "$data" | jq -r '.resource')
    local timestamp=$(date '+%Y-%m-%d %H:%M:%S')
    
    # Create audit trail entry
    local audit_entry="$timestamp | $user_id | $action | $resource | $(get_client_ip)"
    
    # Write to audit trail
    echo "$audit_entry" >> "/var/log/sox_audit.log"
    
    echo "✓ SOX audit trail entry created"
}

🎯 Real-World Configuration Examples

Complete Compliance Configuration

compliance-config.tsk
compliance_config:
  framework: gdpr
  audit: true
  reporting: true
  monitoring: true
#compliance: gdpr
#comp-framework: gdpr
#comp-audit: true
#comp-reporting: true
#comp-monitoring: true
#comp-data-retention: 30
#comp-data-encryption: true
#comp-privacy-policy: true
#comp-consent-management: true
#comp-data-portability: true
#comp-breach-notification: true
#comp-config:
 gdpr:
   data_minimization: true
   consent_management: true
   data_retention: 30
   data_encryption: true
   data_portability: true
   breach_notification: true
   privacy_policy: true
 hipaa:
   phi_protection: true
   access_controls: true
   audit_logging: true
   data_encryption: true
   backup_security: true
   breach_notification: true
 sox:
   data_integrity: true
   segregation_of_duties: true
   change_management: true
   audit_trail: true
   access_controls: true
   financial_reporting: true
 pci_dss:
   cardholder_data_protection: true
   network_security: true
   vulnerability_management: true
   access_controls: true
   monitoring: true
   incident_response: true
 audit:
   enabled: true
   retention: 7
   encryption: true
   backup: true
 reporting:
   enabled: true
   frequency: monthly
   format: pdf
   recipients: ["compliance@example.com"]
 monitoring:
   enabled: true
   real_time: true
   alerts: true
   dashboard: true

Multi-Framework Compliance

multi-framework-compliance.tsk
multi_framework_config:
  frameworks:
    - name: gdpr
      enabled: true
      priority: high
    - name: hipaa
      enabled: true
      priority: high
    - name: sox
      enabled: true
      priority: medium
    - name: pci_dss
      enabled: false
      priority: low
#comp-gdpr: enabled
#comp-hipaa: enabled
#comp-sox: enabled
#comp-pci-dss: disabled
#comp-config:
 frameworks:
   gdpr:
     enabled: true
     priority: high
     requirements:
       - data_minimization
       - consent_management
       - data_retention
       - data_encryption
       - data_portability
       - breach_notification
   hipaa:
     enabled: true
     priority: high
     requirements:
       - phi_protection
       - access_controls
       - audit_logging
       - data_encryption
       - backup_security
   sox:
     enabled: true
     priority: medium
     requirements:
       - data_integrity
       - segregation_of_duties
       - change_management
       - audit_trail
   pci_dss:
     enabled: false
     priority: low
     requirements:
       - cardholder_data_protection
       - network_security
       - vulnerability_management
 integration:
   unified_audit: true
   unified_reporting: true
   unified_monitoring: true
   conflict_resolution: priority_based
 automation:
   auto_remediation: true
   auto_reporting: true
   auto_notification: true

🚨 Troubleshooting Compliance Issues

Common Issues and Solutions

1. GDPR Compliance Issues

Debug GDPR compliance
debug_gdpr_compliance() {
    local data="$1"
    
    echo "Debugging GDPR compliance..."
    
    # Check data minimization
    echo "Checking data minimization..."
    if gdpr_check_data_minimization "$data"; then
        echo "✓ Data minimization compliant"
    else
        echo "✗ Data minimization violation"
        
        # Show excessive data
        local data_size=$(echo "$data" | jq -r '. | length')
        echo "  Data size: $data_size fields"
        echo "  Max allowed: ${gdpr_max_data_size:-1000} fields"
    fi
    
    # Check consent
    echo "Checking consent..."
    if gdpr_check_consent "$data"; then
        echo "✓ Consent compliant"
    else
        echo "✗ Consent violation"
        
        # Show consent details
        local consent=$(echo "$data" | jq -r '.consent')
        local consent_timestamp=$(echo "$data" | jq -r '.consent_timestamp')
        echo "  Consent: $consent"
        echo "  Timestamp: $consent_timestamp"
    fi
    
    # Check data retention
    echo "Checking data retention..."
    if gdpr_check_retention "$data"; then
        echo "✓ Data retention compliant"
    else
        echo "✗ Data retention violation"
        
        # Show retention details
        local creation_timestamp=$(echo "$data" | jq -r '.created_at')
        echo "  Creation timestamp: $creation_timestamp"
        echo "  Retention period: ${gdpr_retention_period:-2592000} seconds"
    fi
}
debug_hipaa_compliance() {
    local data="$1"
    
    echo "Debugging HIPAA compliance..."
    
    # Check PHI protection
    echo "Checking PHI protection..."
    if hipaa_check_phi_protection "$data"; then
        echo "✓ PHI protection compliant"
    else
        echo "✗ PHI protection violation"
        
        # Show PHI fields
        local phi_fields=("patient_name" "medical_record_number" "social_security_number")
        for field in "${phi_fields[@]}"; do
            local value=$(echo "$data" | jq -r ".$field" 2>/dev/null)
            if [[ -n "$value" ]] && [[ "$value" != "null" ]]; then
                echo "  $field: $value"
            fi
        done
    fi
    
    # Check access controls
    echo "Checking access controls..."
    if hipaa_check_access_controls "$data"; then
        echo "✓ Access controls compliant"
    else
        echo "✗ Access controls violation"
        
        # Show access details
        local user_id=$(echo "$data" | jq -r '.user_id')
        local resource=$(echo "$data" | jq -r '.resource')
        local action=$(echo "$data" | jq -r '.action')
        echo "  User: $user_id"
        echo "  Resource: $resource"
        echo "  Action: $action"
    fi
}

🔒 Security Best Practices

Compliance Security Checklist

Security validation
validate_compliance_security() {
    echo "Validating compliance security configuration..."
    
    # Check audit logging security
    if [[ "${comp_audit}" == "true" ]]; then
        echo "✓ Compliance audit logging enabled"
        
        # Check audit log encryption
        if [[ "${comp_audit_encryption}" == "true" ]]; then
            echo "✓ Audit log encryption enabled"
        else
            echo "⚠ Audit log encryption not enabled"
        fi
        
        # Check audit log access controls
        if [[ "${comp_audit_access_controls}" == "true" ]]; then
            echo "✓ Audit log access controls enabled"
        else
            echo "⚠ Audit log access controls not enabled"
        fi
    else
        echo "⚠ Compliance audit logging not enabled"
    fi
    
    # Check data encryption
    if [[ "${comp_data_encryption}" == "true" ]]; then
        echo "✓ Compliance data encryption enabled"
        
        # Check encryption algorithm
        local algorithm="${comp_encryption_algorithm:-AES-256-GCM}"
        if [[ "$algorithm" == "AES-256-GCM" ]] || [[ "$algorithm" == "ChaCha20-Poly1305" ]]; then
            echo "✓ Strong encryption algorithm: $algorithm"
        else
            echo "⚠ Consider using AES-256-GCM or ChaCha20-Poly1305"
        fi
    else
        echo "⚠ Compliance data encryption not enabled"
    fi
    
    # Check access controls
    if [[ "${comp_access_controls}" == "true" ]]; then
        echo "✓ Compliance access controls enabled"
    else
        echo "⚠ Compliance access controls not enabled"
    fi
    
    # Check breach notification
    if [[ "${comp_breach_notification}" == "true" ]]; then
        echo "✓ Compliance breach notification enabled"
    else
        echo "⚠ Compliance breach notification not enabled"
    fi
}

📈 Performance Optimization Tips

Compliance Performance Checklist

Performance validation
validate_compliance_performance() {
    echo "Validating compliance performance configuration..."
    
    # Check monitoring performance
    if [[ "${comp_monitoring}" == "true" ]]; then
        echo "✓ Compliance monitoring enabled"
        
        # Check monitoring interval
        local interval="${comp_monitoring_interval:-60}"
        if [[ "$interval" -ge 30 ]]; then
            echo "✓ Monitoring interval reasonable: ${interval}s"
        else
            echo "⚠ High-frequency monitoring may impact performance"
        fi
        
        # Check real-time monitoring
        if [[ "${comp_real_time_monitoring}" == "true" ]]; then
            echo "✓ Real-time monitoring enabled"
        else
            echo "⚠ Real-time monitoring not enabled"
        fi
    else
        echo "⚠ Compliance monitoring not enabled"
    fi
    
    # Check reporting performance
    if [[ "${comp_reporting}" == "true" ]]; then
        echo "✓ Compliance reporting enabled"
        
        # Check reporting frequency
        local frequency="${comp_reporting_frequency:-monthly}"
        echo "  Reporting frequency: $frequency"
        
        # Check report format
        local format="${comp_reporting_format:-pdf}"
        echo "  Report format: $format"
    else
        echo "⚠ Compliance reporting not enabled"
    fi
    
    # Check automation
    if [[ "${comp_automation}" == "true" ]]; then
        echo "✓ Compliance automation enabled"
        
        if [[ "${comp_auto_remediation}" == "true" ]]; then
            echo "✓ Auto-remediation enabled"
        else
            echo "⚠ Auto-remediation not enabled"
        fi
    else
        echo "⚠ Compliance automation not enabled"
    fi
}

🎯 Next Steps

- Incident Response: Learn about compliance incident response - Plugin Integration: Explore compliance plugins - Advanced Patterns: Understand complex compliance patterns - Continuous Monitoring: Implement continuous compliance monitoring - Compliance Testing: Test compliance configurations

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Compliance frameworks transform your TuskLang configuration into a compliant system. They bring modern regulatory capabilities to your Bash applications with intelligent compliance monitoring, comprehensive audit trails, and robust policy enforcement!