TechToolbox

0.5.73

Public/AI/Get-TechAgentQualitySummary.ps1

                                function Get-TechAgentQualitySummary {

    <#

    .SYNOPSIS

        Summarizes recent TechAgent quality telemetry from memory history.

    .DESCRIPTION

        Reads TechAgent memory history and computes a compact quality report for

        the most recent runs. The summary includes success rate, average

        duration/tool calls/preflight score, and distribution counts for

        execution mode, output contract, and quality profile.

        By default, this command analyzes the most recent 20 runs and returns a

        structured object suitable for automation or further filtering.

    .PARAMETER Window

        Number of most recent runs to analyze.

    .PARAMETER IncludeRecent

        Number of most recent runs to include as a lightweight sample in the

        output object.

    .PARAMETER AsJson

        Returns the summary as formatted JSON text.

    .EXAMPLE

        Get-TechAgentQualitySummary

    .EXAMPLE

        Get-TechAgentQualitySummary -Window 50

    .EXAMPLE

        Get-TechAgentQualitySummary -Window 30 -IncludeRecent 10 -AsJson

    .LINK

        https://dan-damit.github.io/TechToolbox-Docs/Get-TechAgentQualitySummary

    #>

    [CmdletBinding()]

    [OutputType([pscustomobject])]

    param(

        [Parameter()]

        [ValidateRange(1, 250)]

        [int]$Window = 20,

        [Parameter()]

        [ValidateRange(0, 50)]

        [int]$IncludeRecent = 5,

        [Parameter()]

        [switch]$AsJson

    )

    Initialize-TechToolboxRuntime

    $agentCfg = $script:cfg.settings.agent

    if ($null -eq $agentCfg) {

        throw 'Get-TechAgentQualitySummary: settings.agent was not found in configuration.'

    }

    $memoryPath = [string]$agentCfg.memoryPath

    if ([string]::IsNullOrWhiteSpace($memoryPath)) {

        throw 'Get-TechAgentQualitySummary: settings.agent.memoryPath is not configured.'

    }

    if (-not (Test-Path -LiteralPath $memoryPath -PathType Leaf)) {

        throw ("Get-TechAgentQualitySummary: memory file not found: {0}" -f $memoryPath)

    }

    $memoryDirectory = Split-Path -Parent $memoryPath

    $historyPath = Join-Path $memoryDirectory (([System.IO.Path]::GetFileNameWithoutExtension($memoryPath)) + '.history.json')

    $readJson = {

        param([Parameter(Mandatory)][string]$Path)

        $raw = Get-Content -LiteralPath $Path -Raw -Encoding UTF8 -ErrorAction Stop

        if ([string]::IsNullOrWhiteSpace($raw)) {

            return $null

        }

        return (ConvertFrom-Json -InputObject $raw)

    }

    $getValue = {

        param(

            [Parameter(Mandatory)]$Item,

            [Parameter(Mandatory)][string]$Name

        )

        if ($Item -is [System.Collections.IDictionary]) {

            if ($Item.Contains($Name)) {

                return $Item[$Name]

            }

            return $null

        }

        $property = $Item.PSObject.Properties[$Name]

        if ($null -ne $property) {

            return $property.Value

        }

        return $null

    }

    $history = @()

    if (Test-Path -LiteralPath $historyPath -PathType Leaf) {

        $historyFromFile = & $readJson -Path $historyPath

        if ($historyFromFile -is [System.Collections.IEnumerable]) {

            $history = @($historyFromFile)

        }

    }

    if ($history.Count -eq 0) {

        $memoryPayload = & $readJson -Path $memoryPath

        $historyFromPayload = if ($null -eq $memoryPayload) {

            $null

        }

        else {

            & $getValue -Item $memoryPayload -Name 'history'

        }

        if ($null -ne $historyFromPayload) {

            $history = @($historyFromPayload)

        }

    }

    if ($history.Count -eq 0) {

        Write-Warning 'Get-TechAgentQualitySummary: no run history entries were found.'

        return [pscustomobject]@{

            MemoryPath = $memoryPath

            HistoryPath = $historyPath

            Window = $Window

            RunCount = 0

        }

    }

    $windowItems = @($history | Select-Object -Last $Window)

    $normalizeText = {

        param($Value, [string]$DefaultValue)

        $text = [string]$Value

        if ([string]::IsNullOrWhiteSpace($text)) {

            return $DefaultValue

        }

        return $text.Trim().ToLowerInvariant()

    }

    $asInt = {

        param($Value)

        [int]$parsed = 0

        if ([int]::TryParse([string]$Value, [ref]$parsed)) {

            return $parsed

        }

        return 0

    }

    $runCount = $windowItems.Count

    $successCount = @($windowItems | Where-Object {

            (& $normalizeText -Value (& $getValue -Item $_ -Name 'status') -DefaultValue 'unknown') -eq 'success'

        }).Count

    $avgDurationMs = [int][Math]::Round((@($windowItems | ForEach-Object { & $asInt (& $getValue -Item $_ -Name 'durationMs') } | Measure-Object -Average).Average), 0, [MidpointRounding]::AwayFromZero)

    $avgToolCalls = [Math]::Round((@($windowItems | ForEach-Object { & $asInt (& $getValue -Item $_ -Name 'toolCalls') } | Measure-Object -Average).Average), 2, [MidpointRounding]::AwayFromZero)

    $avgPromptPreflightScore = [Math]::Round((@($windowItems | ForEach-Object { & $asInt (& $getValue -Item $_ -Name 'promptPreflightScore') } | Measure-Object -Average).Average), 2, [MidpointRounding]::AwayFromZero)

    $toCountMap = {

        param($Items, [string]$PropertyName, [string]$DefaultValue)

        $groups = $Items |

            Group-Object -Property {

                & $normalizeText -Value (& $getValue -Item $_ -Name $PropertyName) -DefaultValue $DefaultValue

            }

        $result = [ordered]@{}

        foreach ($group in $groups) {

            $result[$group.Name] = $group.Count

        }

        return $result

    }

    $statusCounts = & $toCountMap -Items $windowItems -PropertyName 'status' -DefaultValue 'unknown'

    $outcomeCounts = & $toCountMap -Items $windowItems -PropertyName 'outcome' -DefaultValue 'unknown'

    $executionModeCounts = & $toCountMap -Items $windowItems -PropertyName 'executionMode' -DefaultValue 'execute'

    $outputContractCounts = & $toCountMap -Items $windowItems -PropertyName 'outputContract' -DefaultValue 'markdown'

    $qualityProfileCounts = & $toCountMap -Items $windowItems -PropertyName 'qualityProfile' -DefaultValue 'balanced'

    $recentSample = @($windowItems | Select-Object -Last $IncludeRecent | ForEach-Object {

            [pscustomobject]@{

                TimestampUtc = [string](& $getValue -Item $_ -Name 'timestampUtc')

                Status = [string](& $getValue -Item $_ -Name 'status')

                Outcome = [string](& $getValue -Item $_ -Name 'outcome')

                ExecutionMode = [string](& $getValue -Item $_ -Name 'executionMode')

                OutputContract = [string](& $getValue -Item $_ -Name 'outputContract')

                QualityProfile = [string](& $getValue -Item $_ -Name 'qualityProfile')

                PromptPreflightScore = (& $asInt (& $getValue -Item $_ -Name 'promptPreflightScore'))

                DurationMs = (& $asInt (& $getValue -Item $_ -Name 'durationMs'))

                ToolCalls = (& $asInt (& $getValue -Item $_ -Name 'toolCalls'))

            }

        })

    $latest = $windowItems[-1]

    $summary = [pscustomobject]@{

        MemoryPath = $memoryPath

        HistoryPath = $historyPath

        Window = $Window

        RunCount = $runCount

        SuccessRate = [Math]::Round(($successCount / [Math]::Max($runCount, 1)), 3, [MidpointRounding]::AwayFromZero)

        AvgDurationMs = $avgDurationMs

        AvgToolCalls = $avgToolCalls

        AvgPromptPreflightScore = $avgPromptPreflightScore

        StatusCounts = $statusCounts

        OutcomeCounts = $outcomeCounts

        ExecutionModeCounts = $executionModeCounts

        OutputContractCounts = $outputContractCounts

        QualityProfileCounts = $qualityProfileCounts

        LastStatus = [string](& $getValue -Item $latest -Name 'status')

        LastOutcome = [string](& $getValue -Item $latest -Name 'outcome')

        LastModel = [string](& $getValue -Item $latest -Name 'model')

        LastRunTimestampUtc = [string](& $getValue -Item $latest -Name 'timestampUtc')

        RecentRuns = $recentSample

    }

    if ($AsJson.IsPresent) {

        return ($summary | ConvertTo-Json -Depth 6)

    }

    return $summary

}

# SIG # Begin signature block

# MIIfAgYJKoZIhvcNAQcCoIIe8zCCHu8CAQExDzANBglghkgBZQMEAgEFADB5Bgor

# BgEEAYI3AgEEoGswaTA0BgorBgEEAYI3AgEeMCYCAwEAAAQQH8w7YFlLCE63JNLG

# KX7zUQIBAAIBAAIBAAIBAAIBADAxMA0GCWCGSAFlAwQCAQUABCAwupLZ2/XFPNFC

# 1pXQPGO3n71xk7oEIuRHACETEOcOXKCCGEowggUMMIIC9KADAgECAhAR+U4xG7FH

# qkyqS9NIt7l5MA0GCSqGSIb3DQEBCwUAMB4xHDAaBgNVBAMME1ZBRFRFSyBDb2Rl

# IFNpZ25pbmcwHhcNMjUxMjE5MTk1NDIxWhcNMjYxMjE5MjAwNDIxWjAeMRwwGgYD

# VQQDDBNWQURURUsgQ29kZSBTaWduaW5nMIICIjANBgkqhkiG9w0BAQEFAAOCAg8A

# MIICCgKCAgEA3pzzZIUEY92GDldMWuzvbLeivHOuMupgpwbezoG5v90KeuN03S5d

# nM/eom/PcIz08+fGZF04ueuCS6b48q1qFnylwg/C/TkcVRo0WFcKoFGT8yGxdfXi

# caHtapZfbSRh73r7qR7w0CioVveNBVgfMsTgE0WKcuwxemvIe/ptmkfzwAiw/IAC

# Ib0E0BjiX4PySbwWy/QKy/qMXYY19xpRItVTKNBtXzADUtzPzUcFqJU83vM2gZFs

# Or0MhPvM7xEVkOWZFBAWAubbMCJ3rmwyVv9keVDJChhCeLSz2XR11VGDOEA2OO90

# Y30WfY9aOI2sCfQcKMeJ9ypkHl0xORdhUwZ3Wz48d3yJDXGkduPm2vl05RvnA4T6

# 29HVZTmMdvP2475/8nLxCte9IB7TobAOGl6P1NuwplAMKM8qyZh62Br23vcx1fXZ

# TJlKCxBFx1nTa6VlIJk+UbM4ZPm954peB/fIqEacm8LkZ0cPwmLE5ckW7hfK4Trs

# o+RaudU1sKeA+FvpOWgsPccVRWcEYyGkwbyTB3xrIBXA+YckbANZ0XL7fv7x29hn

# gXbZipGu3DnTISiFB43V4MhNDKZYfbWdxze0SwLe8KzIaKnwlwRgvXDMwXgk99Mi

# EbYa3DvA/5ZWikLW9PxBFD7Vdr8ZiG/tRC9I2Y6fnb+PVoZKc/2xsW0CAwEAAaNG

# MEQwDgYDVR0PAQH/BAQDAgeAMBMGA1UdJQQMMAoGCCsGAQUFBwMDMB0GA1UdDgQW

# BBRfYLVE8caSc990rnrIHUjoB7X/KjANBgkqhkiG9w0BAQsFAAOCAgEAiGB2Wmk3

# QBtd1LcynmxHzmu+X4Y5DIpMMNC2ahsqZtPUVcGqmb5IFbVuAdQphL6PSrDjaAR8

# 1S8uTfUnMa119LmIb7di7TlH2F5K3530h5x8JMj5EErl0xmZyJtSg7BTiBA/UrMz

# 6WCf8wWIG2/4NbV6aAyFwIojfAcKoO8ng44Dal/oLGzLO3FDE5AWhcda/FbqVjSJ

# 1zMfiW8odd4LgbmoyEI024KkwOkkPyJQ2Ugn6HMqlFLazAmBBpyS7wxdaAGrl18n

# 6bS7QuAwCd9hitdMMitG8YyWL6tKeRSbuTP5E+ASbu0Ga8/fxRO5ZSQhO6/5ro1j

# PGe1/Kr49Uyuf9VSCZdNIZAyjjeVAoxmV0IfxQLKz6VOG0kGDYkFGskvllIpQbQg

# WLuPLJxoskJsoJllk7MjZJwrpr08+3FQnLkRuisjDOc3l4VxFUsUe4fnJhMUONXT

# Sk7vdspgxirNbLmXU4yYWdsizz3nMUR0zebUW29A+HYme16hzrMPOeyoQjy4I5XX

# 3wXAFdworfPEr/ozDFrdXKgbLwZopymKbBwv6wtT7+1zVhJXr+jGVQ1TWr6R+8ea

# tIOFnY7HqGaxe5XB7HzOwJKdj+bpHAfXft1vUoiKr16VajLigcYCG8MdwC3sngO3

# JDyv2V+YMfsYBmItMGBwvizlQ6557NbK95EwggWNMIIEdaADAgECAhAOmxiO+dAt

# 5+/bUOIIQBhaMA0GCSqGSIb3DQEBDAUAMGUxCzAJBgNVBAYTAlVTMRUwEwYDVQQK

# EwxEaWdpQ2VydCBJbmMxGTAXBgNVBAsTEHd3dy5kaWdpY2VydC5jb20xJDAiBgNV

# BAMTG0RpZ2lDZXJ0IEFzc3VyZWQgSUQgUm9vdCBDQTAeFw0yMjA4MDEwMDAwMDBa

# Fw0zMTExMDkyMzU5NTlaMGIxCzAJBgNVBAYTAlVTMRUwEwYDVQQKEwxEaWdpQ2Vy

# dCBJbmMxGTAXBgNVBAsTEHd3dy5kaWdpY2VydC5jb20xITAfBgNVBAMTGERpZ2lD

# ZXJ0IFRydXN0ZWQgUm9vdCBHNDCCAiIwDQYJKoZIhvcNAQEBBQADggIPADCCAgoC

# ggIBAL/mkHNo3rvkXUo8MCIwaTPswqclLskhPfKK2FnC4SmnPVirdprNrnsbhA3E

# MB/zG6Q4FutWxpdtHauyefLKEdLkX9YFPFIPUh/GnhWlfr6fqVcWWVVyr2iTcMKy

# unWZanMylNEQRBAu34LzB4TmdDttceItDBvuINXJIB1jKS3O7F5OyJP4IWGbNOsF

# xl7sWxq868nPzaw0QF+xembud8hIqGZXV59UWI4MK7dPpzDZVu7Ke13jrclPXuU1

# 5zHL2pNe3I6PgNq2kZhAkHnDeMe2scS1ahg4AxCN2NQ3pC4FfYj1gj4QkXCrVYJB

# MtfbBHMqbpEBfCFM1LyuGwN1XXhm2ToxRJozQL8I11pJpMLmqaBn3aQnvKFPObUR

# WBf3JFxGj2T3wWmIdph2PVldQnaHiZdpekjw4KISG2aadMreSx7nDmOu5tTvkpI6

# nj3cAORFJYm2mkQZK37AlLTSYW3rM9nF30sEAMx9HJXDj/chsrIRt7t/8tWMcCxB

# YKqxYxhElRp2Yn72gLD76GSmM9GJB+G9t+ZDpBi4pncB4Q+UDCEdslQpJYls5Q5S

# UUd0viastkF13nqsX40/ybzTQRESW+UQUOsxxcpyFiIJ33xMdT9j7CFfxCBRa2+x

# q4aLT8LWRV+dIPyhHsXAj6KxfgommfXkaS+YHS312amyHeUbAgMBAAGjggE6MIIB

# NjAPBgNVHRMBAf8EBTADAQH/MB0GA1UdDgQWBBTs1+OC0nFdZEzfLmc/57qYrhwP

# TzAfBgNVHSMEGDAWgBRF66Kv9JLLgjEtUYunpyGd823IDzAOBgNVHQ8BAf8EBAMC

# AYYweQYIKwYBBQUHAQEEbTBrMCQGCCsGAQUFBzABhhhodHRwOi8vb2NzcC5kaWdp

# Y2VydC5jb20wQwYIKwYBBQUHMAKGN2h0dHA6Ly9jYWNlcnRzLmRpZ2ljZXJ0LmNv

# bS9EaWdpQ2VydEFzc3VyZWRJRFJvb3RDQS5jcnQwRQYDVR0fBD4wPDA6oDigNoY0

# aHR0cDovL2NybDMuZGlnaWNlcnQuY29tL0RpZ2lDZXJ0QXNzdXJlZElEUm9vdENB

# LmNybDARBgNVHSAECjAIMAYGBFUdIAAwDQYJKoZIhvcNAQEMBQADggEBAHCgv0Nc

# Vec4X6CjdBs9thbX979XB72arKGHLOyFXqkauyL4hxppVCLtpIh3bb0aFPQTSnov

# Lbc47/T/gLn4offyct4kvFIDyE7QKt76LVbP+fT3rDB6mouyXtTP0UNEm0Mh65Zy

# oUi0mcudT6cGAxN3J0TU53/oWajwvy8LpunyNDzs9wPHh6jSTEAZNUZqaVSwuKFW

# juyk1T3osdz9HNj0d1pcVIxv76FQPfx2CWiEn2/K2yCNNWAcAgPLILCsWKAOQGPF

# mCLBsln1VWvPJ6tsds5vIy30fnFqI2si/xK4VC0nftg62fC2h5b9W9FcrBjDTZ9z

# twGpn1eqXijiuZQwgga0MIIEnKADAgECAhANx6xXBf8hmS5AQyIMOkmGMA0GCSqG

# SIb3DQEBCwUAMGIxCzAJBgNVBAYTAlVTMRUwEwYDVQQKEwxEaWdpQ2VydCBJbmMx

# GTAXBgNVBAsTEHd3dy5kaWdpY2VydC5jb20xITAfBgNVBAMTGERpZ2lDZXJ0IFRy

# dXN0ZWQgUm9vdCBHNDAeFw0yNTA1MDcwMDAwMDBaFw0zODAxMTQyMzU5NTlaMGkx

# CzAJBgNVBAYTAlVTMRcwFQYDVQQKEw5EaWdpQ2VydCwgSW5jLjFBMD8GA1UEAxM4

# RGlnaUNlcnQgVHJ1c3RlZCBHNCBUaW1lU3RhbXBpbmcgUlNBNDA5NiBTSEEyNTYg

# MjAyNSBDQTEwggIiMA0GCSqGSIb3DQEBAQUAA4ICDwAwggIKAoICAQC0eDHTCphB

# cr48RsAcrHXbo0ZodLRRF51NrY0NlLWZloMsVO1DahGPNRcybEKq+RuwOnPhof6p

# vF4uGjwjqNjfEvUi6wuim5bap+0lgloM2zX4kftn5B1IpYzTqpyFQ/4Bt0mAxAHe

# HYNnQxqXmRinvuNgxVBdJkf77S2uPoCj7GH8BLuxBG5AvftBdsOECS1UkxBvMgEd

# gkFiDNYiOTx4OtiFcMSkqTtF2hfQz3zQSku2Ws3IfDReb6e3mmdglTcaarps0wjU

# jsZvkgFkriK9tUKJm/s80FiocSk1VYLZlDwFt+cVFBURJg6zMUjZa/zbCclF83bR

# VFLeGkuAhHiGPMvSGmhgaTzVyhYn4p0+8y9oHRaQT/aofEnS5xLrfxnGpTXiUOeS

# LsJygoLPp66bkDX1ZlAeSpQl92QOMeRxykvq6gbylsXQskBBBnGy3tW/AMOMCZIV

# NSaz7BX8VtYGqLt9MmeOreGPRdtBx3yGOP+rx3rKWDEJlIqLXvJWnY0v5ydPpOjL

# 6s36czwzsucuoKs7Yk/ehb//Wx+5kMqIMRvUBDx6z1ev+7psNOdgJMoiwOrUG2Zd

# SoQbU2rMkpLiQ6bGRinZbI4OLu9BMIFm1UUl9VnePs6BaaeEWvjJSjNm2qA+sdFU

# eEY0qVjPKOWug/G6X5uAiynM7Bu2ayBjUwIDAQABo4IBXTCCAVkwEgYDVR0TAQH/

# BAgwBgEB/wIBADAdBgNVHQ4EFgQU729TSunkBnx6yuKQVvYv1Ensy04wHwYDVR0j

# BBgwFoAU7NfjgtJxXWRM3y5nP+e6mK4cD08wDgYDVR0PAQH/BAQDAgGGMBMGA1Ud

# JQQMMAoGCCsGAQUFBwMIMHcGCCsGAQUFBwEBBGswaTAkBggrBgEFBQcwAYYYaHR0

# cDovL29jc3AuZGlnaWNlcnQuY29tMEEGCCsGAQUFBzAChjVodHRwOi8vY2FjZXJ0

# cy5kaWdpY2VydC5jb20vRGlnaUNlcnRUcnVzdGVkUm9vdEc0LmNydDBDBgNVHR8E

# PDA6MDigNqA0hjJodHRwOi8vY3JsMy5kaWdpY2VydC5jb20vRGlnaUNlcnRUcnVz

# dGVkUm9vdEc0LmNybDAgBgNVHSAEGTAXMAgGBmeBDAEEAjALBglghkgBhv1sBwEw

# DQYJKoZIhvcNAQELBQADggIBABfO+xaAHP4HPRF2cTC9vgvItTSmf83Qh8WIGjB/

# T8ObXAZz8OjuhUxjaaFdleMM0lBryPTQM2qEJPe36zwbSI/mS83afsl3YTj+IQhQ

# E7jU/kXjjytJgnn0hvrV6hqWGd3rLAUt6vJy9lMDPjTLxLgXf9r5nWMQwr8Myb9r

# EVKChHyfpzee5kH0F8HABBgr0UdqirZ7bowe9Vj2AIMD8liyrukZ2iA/wdG2th9y

# 1IsA0QF8dTXqvcnTmpfeQh35k5zOCPmSNq1UH410ANVko43+Cdmu4y81hjajV/gx

# dEkMx1NKU4uHQcKfZxAvBAKqMVuqte69M9J6A47OvgRaPs+2ykgcGV00TYr2Lr3t

# y9qIijanrUR3anzEwlvzZiiyfTPjLbnFRsjsYg39OlV8cipDoq7+qNNjqFzeGxcy

# tL5TTLL4ZaoBdqbhOhZ3ZRDUphPvSRmMThi0vw9vODRzW6AxnJll38F0cuJG7uEB

# YTptMSbhdhGQDpOXgpIUsWTjd6xpR6oaQf/DJbg3s6KCLPAlZ66RzIg9sC+NJpud

# /v4+7RWsWCiKi9EOLLHfMR2ZyJ/+xhCx9yHbxtl5TPau1j/1MIDpMPx0LckTetiS

# uEtQvLsNz3Qbp7wGWqbIiOWCnb5WqxL3/BAPvIXKUjPSxyZsq8WhbaM2tszWkPZP

# ubdcMIIG7TCCBNWgAwIBAgIQCoDvGEuN8QWC0cR2p5V0aDANBgkqhkiG9w0BAQsF

# ADBpMQswCQYDVQQGEwJVUzEXMBUGA1UEChMORGlnaUNlcnQsIEluYy4xQTA/BgNV

# BAMTOERpZ2lDZXJ0IFRydXN0ZWQgRzQgVGltZVN0YW1waW5nIFJTQTQwOTYgU0hB

# MjU2IDIwMjUgQ0ExMB4XDTI1MDYwNDAwMDAwMFoXDTM2MDkwMzIzNTk1OVowYzEL

# MAkGA1UEBhMCVVMxFzAVBgNVBAoTDkRpZ2lDZXJ0LCBJbmMuMTswOQYDVQQDEzJE

# aWdpQ2VydCBTSEEyNTYgUlNBNDA5NiBUaW1lc3RhbXAgUmVzcG9uZGVyIDIwMjUg

# MTCCAiIwDQYJKoZIhvcNAQEBBQADggIPADCCAgoCggIBANBGrC0Sxp7Q6q5gVrMr

# V7pvUf+GcAoB38o3zBlCMGMyqJnfFNZx+wvA69HFTBdwbHwBSOeLpvPnZ8ZN+vo8

# dE2/pPvOx/Vj8TchTySA2R4QKpVD7dvNZh6wW2R6kSu9RJt/4QhguSssp3qome7M

# rxVyfQO9sMx6ZAWjFDYOzDi8SOhPUWlLnh00Cll8pjrUcCV3K3E0zz09ldQ//nBZ

# ZREr4h/GI6Dxb2UoyrN0ijtUDVHRXdmncOOMA3CoB/iUSROUINDT98oksouTMYFO

# nHoRh6+86Ltc5zjPKHW5KqCvpSduSwhwUmotuQhcg9tw2YD3w6ySSSu+3qU8DD+n

# igNJFmt6LAHvH3KSuNLoZLc1Hf2JNMVL4Q1OpbybpMe46YceNA0LfNsnqcnpJeIt

# K/DhKbPxTTuGoX7wJNdoRORVbPR1VVnDuSeHVZlc4seAO+6d2sC26/PQPdP51ho1

# zBp+xUIZkpSFA8vWdoUoHLWnqWU3dCCyFG1roSrgHjSHlq8xymLnjCbSLZ49kPmk

# 8iyyizNDIXj//cOgrY7rlRyTlaCCfw7aSUROwnu7zER6EaJ+AliL7ojTdS5PWPsW

# eupWs7NpChUk555K096V1hE0yZIXe+giAwW00aHzrDchIc2bQhpp0IoKRR7YufAk

# prxMiXAJQ1XCmnCfgPf8+3mnAgMBAAGjggGVMIIBkTAMBgNVHRMBAf8EAjAAMB0G

# A1UdDgQWBBTkO/zyMe39/dfzkXFjGVBDz2GM6DAfBgNVHSMEGDAWgBTvb1NK6eQG

# fHrK4pBW9i/USezLTjAOBgNVHQ8BAf8EBAMCB4AwFgYDVR0lAQH/BAwwCgYIKwYB

# BQUHAwgwgZUGCCsGAQUFBwEBBIGIMIGFMCQGCCsGAQUFBzABhhhodHRwOi8vb2Nz

# cC5kaWdpY2VydC5jb20wXQYIKwYBBQUHMAKGUWh0dHA6Ly9jYWNlcnRzLmRpZ2lj

# ZXJ0LmNvbS9EaWdpQ2VydFRydXN0ZWRHNFRpbWVTdGFtcGluZ1JTQTQwOTZTSEEy

# NTYyMDI1Q0ExLmNydDBfBgNVHR8EWDBWMFSgUqBQhk5odHRwOi8vY3JsMy5kaWdp

# Y2VydC5jb20vRGlnaUNlcnRUcnVzdGVkRzRUaW1lU3RhbXBpbmdSU0E0MDk2U0hB

# MjU2MjAyNUNBMS5jcmwwIAYDVR0gBBkwFzAIBgZngQwBBAIwCwYJYIZIAYb9bAcB

# MA0GCSqGSIb3DQEBCwUAA4ICAQBlKq3xHCcEua5gQezRCESeY0ByIfjk9iJP2zWL

# pQq1b4URGnwWBdEZD9gBq9fNaNmFj6Eh8/YmRDfxT7C0k8FUFqNh+tshgb4O6Lgj

# g8K8elC4+oWCqnU/ML9lFfim8/9yJmZSe2F8AQ/UdKFOtj7YMTmqPO9mzskgiC3Q

# YIUP2S3HQvHG1FDu+WUqW4daIqToXFE/JQ/EABgfZXLWU0ziTN6R3ygQBHMUBaB5

# bdrPbF6MRYs03h4obEMnxYOX8VBRKe1uNnzQVTeLni2nHkX/QqvXnNb+YkDFkxUG

# tMTaiLR9wjxUxu2hECZpqyU1d0IbX6Wq8/gVutDojBIFeRlqAcuEVT0cKsb+zJNE

# suEB7O7/cuvTQasnM9AWcIQfVjnzrvwiCZ85EE8LUkqRhoS3Y50OHgaY7T/lwd6U

# Arb+BOVAkg2oOvol/DJgddJ35XTxfUlQ+8Hggt8l2Yv7roancJIFcbojBcxlRcGG

# 0LIhp6GvReQGgMgYxQbV1S3CrWqZzBt1R9xJgKf47CdxVRd/ndUlQ05oxYy2zRWV

# FjF7mcr4C34Mj3ocCVccAvlKV9jEnstrniLvUxxVZE/rptb7IRE2lskKPIJgbaP5

# t2nGj/ULLi49xTcBZU8atufk+EMF/cWuiC7POGT75qaL6vdCvHlshtjdNXOCIUjs

# arfNZzGCBg4wggYKAgEBMDIwHjEcMBoGA1UEAwwTVkFEVEVLIENvZGUgU2lnbmlu

# ZwIQEflOMRuxR6pMqkvTSLe5eTANBglghkgBZQMEAgEFAKCBhDAYBgorBgEEAYI3

# AgEMMQowCKACgAChAoAAMBkGCSqGSIb3DQEJAzEMBgorBgEEAYI3AgEEMBwGCisG

# AQQBgjcCAQsxDjAMBgorBgEEAYI3AgEVMC8GCSqGSIb3DQEJBDEiBCAJh3S9ae/T

# ND2oLFAC7dLFMF5p8ZiK+oK6orD2zD9/FTANBgkqhkiG9w0BAQEFAASCAgAJ4tLx

# 9XbTdmnhT3cbK/C0naBZWHIzHfUgS5RBl7Ja66kQK/qJ0V9yAW/FsKBHhkAz27MH

# +iOiO3M69yNMk+PZFsOMUHYAVGhhEVhR3x4P9ocxXUShOZQKNLOseO8D37vOLEPI

# Reav0dYoOP1uTBeyRrqBlU488vYPcOQcFR3gswLA6E1a2tlR4WibAiCFzvgwccGw

# AYU5BEumzRV/Lv78AupBrGhT6MPaYelmWTPUMl7AfkyO30LUeFiI4zN1WKMM7g/1

# c56luT1N85N9Ws1NBFkYCc58RMvj48bwt/pv/WKP1SPfwUWMB8s+C4Wreoa/RNhd

# dlfCO8VSuccJBU8B8xX3DUK16bqvJHE/u/Mk/DhLm9NhnI5EiRBdvpeYIsdpmznm

# wLboCmUiV4ii2FNBcNAzOc9A3OogbFx/CbGOS5IWo4PXu8rpZTA3TA1fdWrB4P7i

# +de93PRTYr92qPn3oPejpx0VE4UafcMBVbyd2NS8GDmu6eLHpdw6imsoU9zCOdoG

# CnCB3+WAkivjY8WftLRwHdwLs/RNomRut/TQ5CjIkbpUheB5WkShNatfAM0TG883

# 8wrLgIo2rQfbXfdpF1AI6YroDcuUNPZ9dmsU0bkOIfJvxRTLLL5ziecOczH8psOB

# VL+OucF8+mxDP+N6VDb2F3zMDh8F1hjCUMd7g6GCAyYwggMiBgkqhkiG9w0BCQYx

# ggMTMIIDDwIBATB9MGkxCzAJBgNVBAYTAlVTMRcwFQYDVQQKEw5EaWdpQ2VydCwg

# SW5jLjFBMD8GA1UEAxM4RGlnaUNlcnQgVHJ1c3RlZCBHNCBUaW1lU3RhbXBpbmcg

# UlNBNDA5NiBTSEEyNTYgMjAyNSBDQTECEAqA7xhLjfEFgtHEdqeVdGgwDQYJYIZI

# AWUDBAIBBQCgaTAYBgkqhkiG9w0BCQMxCwYJKoZIhvcNAQcBMBwGCSqGSIb3DQEJ

# BTEPFw0yNjA3MzEwNDUyNDBaMC8GCSqGSIb3DQEJBDEiBCB3bpOllAy/PWGuzSHP

# FEikBWhZsjA7DUBbKPAlJrWCWzANBgkqhkiG9w0BAQEFAASCAgCrTXYOcUIuNjiD

# Bu9bSYeLsr0wtVITkbMKmZM5J5M9F4LH6U4FsCPH9Jm/2XE+1RH/O1vY4FuUKXkg

# VDL112Q72jWemqNC+YJfuOI6YQrmj/zGYCGn6nQurgPK9AGRKHtLDW1u9F/dG3KM

# jTv3LKSEagFTDkE7TdcZUepBiWD7IojgKuf/g+14eejxiawRAD1WnZ1krm5Yw5vC

# T99Ospfkhiqmyrfw81U7U76jZlJTUsHZlLVauaGKA+dP8rREJVFdfjDQlnIw0DQN

# Hq9ee7upHaxqAax0jzaV24dARs2Ys8AkeIzssDF7AV0gEx2e0hPOsmFpjx1Kbkjl

# gKtKH2LvtVec39i7GP04OE+4YAv5zMa83YE2ezBPchElWyGHmH5iUstuQSIqR0TH

# ZpcKZy8ErAVTJtSbM2OocSjap2NtjTRw/4pAq/HVTUhldlXI7+P+ofD/gcK0cWSh

# 9nTCzSLWyGo+yFC2rrDtQ0BFnAieQ5i1icmi3CCr1oPPCG1LrhbQLKLhlInRceys

# 3Iw+ohjD1J70PtT9CX6PsYwwgskOawXWh/90CmuXGw40HC2Nnqti1uEJR6eAuxD+

# aaYvCOBXpunWzmRHNY93KOHHwdnG8MVJ9tft6jYGoEIIkWA/cKFQ4QqhFugofLOm

# zW1n6jX85060yvKaImWnOviwjUnlPA==

# SIG # End signature block