TechToolbox

0.5.70

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

}

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