Public/AI/Invoke-TechAgent.ps1
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function Invoke-TechAgent { <# .SYNOPSIS Sends a prompt to the TechToolbox local agent. .DESCRIPTION This function calls the TechToolbox.Agent C# runtime and prints the agent's response. .PARAMETER Prompt The natural-language instruction for the agent. .PARAMETER Model Optional Ollama model name (for example: llama3, mistral, qwen2.5-coder). .PARAMETER MaxIterations Maximum number of tool/reasoning iterations before the agent concludes. .PARAMETER Quiet Legacy compatibility switch. Agent traces are now suppressed by default. .PARAMETER ConfirmDestructive Explicitly authorizes destructive operations for this run. .PARAMETER SignedFilePolicy Policy to use when overwriting an existing Authenticode-signed PowerShell file. 'ignore' blocks the overwrite and 'strip' allows the overwrite while removing the signature block text. .PARAMETER AutoRetryOnRecursion Enables a single automatic retry when the C# agent hits an iteration limit. .PARAMETER DisableAutoRetryOnRecursion Disables recursion-limit auto-retry for this invocation, overriding environment defaults. .PARAMETER NoTranscript Disables the per-run console transcript log. .EXAMPLE Invoke-TechAgent "Run system diagnostics and summarize findings." #> [CmdletBinding()] param( [Parameter(Mandatory)] [ValidateNotNullOrEmpty()] [string]$Prompt, [Parameter()] [ValidateNotNullOrEmpty()] [string]$Model, [Parameter()] [ValidateRange(1, 500)] [int]$MaxIterations = 15, [Parameter()] [switch]$Quiet, [Parameter()] [switch]$ConfirmDestructive , [Parameter()] [ValidateSet('ignore', 'strip')] [string]$SignedFilePolicy, [Parameter()] [switch]$AutoRetryOnRecursion , [Parameter()] [switch]$DisableAutoRetryOnRecursion , [Parameter()] [bool]$NoTranscript = $true ) # Initialize the TechToolbox runtime and load agent configuration Initialize-TechToolboxRuntime $cfg = $script:cfg.settings.agent if ([string]::IsNullOrWhiteSpace($Model) -and $cfg -and -not [string]::IsNullOrWhiteSpace($cfg.model)) { $Model = $cfg.model } $waitTimeoutSeconds = [Math]::Max(300, ($MaxIterations * 180)) $waitPollSeconds = 15 $waitHeartbeatSeconds = 120 if ($cfg -and $cfg.wait) { $timeoutCfg = $cfg.wait.timeoutSeconds -as [int] if ($null -ne $timeoutCfg -and $timeoutCfg -gt 0) { $waitTimeoutSeconds = $timeoutCfg } $pollCfg = $cfg.wait.pollSeconds -as [int] if ($null -ne $pollCfg -and $pollCfg -gt 0) { $waitPollSeconds = $pollCfg } $heartbeatCfg = $cfg.wait.heartbeatSeconds -as [int] if ($null -ne $heartbeatCfg -and $heartbeatCfg -ge 0) { $waitHeartbeatSeconds = $heartbeatCfg } } $transcriptStarted = $false $transcriptPath = $null $markdownPath = $null $markdownStatus = 'NotStarted' $markdownError = $null $capturedStdOut = '' $capturedStdErr = '' $runStartedUtc = [DateTime]::UtcNow $agentProc = $null $stdoutTask = $null $stderrTask = $null $requestPath = $null $resolveExpectedOutputPath = { param( [string]$PromptText ) if ([string]::IsNullOrWhiteSpace($PromptText)) { return $null } $fileNameMatch = [regex]::Match( $PromptText, '(?is)\bname\s+it\s+["'']?(?<name>[^"''`\r\n]+?\.help\.txt)\b') if (-not $fileNameMatch.Success) { return $null } $fileName = $fileNameMatch.Groups['name'].Value.Trim() if ([string]::IsNullOrWhiteSpace($fileName)) { return $null } $pathMatches = [regex]::Matches($PromptText, '(?i)[A-Za-z]:\\[^\s"''`\r\n]+') if ($pathMatches.Count -eq 0) { return $null } $candidateDirs = @() foreach ($match in $pathMatches) { $candidatePath = [string]$match.Value if ([string]::IsNullOrWhiteSpace($candidatePath)) { continue } $candidatePath = $candidatePath.Trim().TrimEnd('.', ',', ';') if ($candidatePath -match '(?i)\.[A-Za-z0-9]{1,5}$') { continue } $candidateDirs += $candidatePath } if ($candidateDirs.Count -eq 0) { return $null } $targetDirectory = $candidateDirs | Where-Object { $_ -match '(?i)\\en-US$' } | Select-Object -Last 1 if ([string]::IsNullOrWhiteSpace($targetDirectory)) { $targetDirectory = $candidateDirs | Select-Object -Last 1 } if ([string]::IsNullOrWhiteSpace($targetDirectory)) { return $null } return (Join-Path -Path $targetDirectory -ChildPath $fileName) } $expectedOutputPath = & $resolveExpectedOutputPath -PromptText $Prompt $effectivePrompt = $Prompt if (-not [string]::IsNullOrWhiteSpace($expectedOutputPath)) { $effectivePrompt = @" $Prompt Hard requirement: - Create the output file at this exact path: $expectedOutputPath - Use WRITE-FILE to create/update the file. - Do not return a final answer until WRITE-FILE has succeeded. "@ } if ($AutoRetryOnRecursion.IsPresent -and $DisableAutoRetryOnRecursion.IsPresent) { throw 'Specify only one of -AutoRetryOnRecursion or -DisableAutoRetryOnRecursion.' } $writeMarkdownLog = { param( [string]$Path, [string]$Status, [string]$PromptText, [string]$ModelName, [int]$IterationLimit, [bool]$DestructiveAuthorized, [string]$SignedFilePolicyValue, [string]$AutoRetryOnRecursionMode, [string]$StdOut, [string]$StdErr, [string]$ErrorText, [int]$ExitCode, [string]$TranscriptFile, [DateTime]$StartedUtc, [DateTime]$CompletedUtc ) if ([string]::IsNullOrWhiteSpace($Path)) { return } $dir = Split-Path -Parent $Path if (-not [string]::IsNullOrWhiteSpace($dir)) { $null = New-Item -ItemType Directory -Path $dir -Force } $renderedOutput = if ([string]::IsNullOrWhiteSpace($StdOut)) { '(none)' } else { $StdOut.TrimEnd() } $rawError = if ([string]::IsNullOrWhiteSpace($StdErr)) { '(none)' } else { $StdErr.TrimEnd() } $rawException = if ([string]::IsNullOrWhiteSpace($ErrorText)) { '(none)' } else { $ErrorText.TrimEnd() } $lines = @( '# Tech Agent Run' '' ('- Status: {0}' -f $Status) ('- StartedUtc: {0}' -f $StartedUtc.ToString('o')) ('- CompletedUtc: {0}' -f $CompletedUtc.ToString('o')) ('- Model: {0}' -f $(if ([string]::IsNullOrWhiteSpace($ModelName)) { '(default)' } else { $ModelName })) ('- MaxIterations: {0}' -f $IterationLimit) ('- ConfirmDestructive: {0}' -f $DestructiveAuthorized) ('- SignedFilePolicy: {0}' -f $(if ([string]::IsNullOrWhiteSpace($SignedFilePolicyValue)) { '(default)' } else { $SignedFilePolicyValue })) ('- AutoRetryOnRecursion: {0}' -f $AutoRetryOnRecursionMode) ('- ExitCode: {0}' -f $ExitCode) ('- TranscriptPath: {0}' -f $(if ([string]::IsNullOrWhiteSpace($TranscriptFile)) { '(none)' } else { $TranscriptFile })) '' '## Prompt' '' '```text' $PromptText '```' '' '## Output' '' $renderedOutput '' '## Error Output' '' '~~~~text' $rawError '~~~~' '' '## Exception' '' '~~~~text' $rawException '~~~~' ) Set-Content -Path $Path -Value ($lines -join [Environment]::NewLine) -Encoding utf8BOM } try { $moduleRoot = Get-ModuleRoot $assemblyCandidates = @( (Join-Path $moduleRoot 'AgentRuntime\TechToolbox.Agent\TechToolbox.Agent.dll'), (Join-Path $moduleRoot 'src\TechToolbox.Agent\bin\Release\net8.0\publish\TechToolbox.Agent.dll'), (Join-Path $moduleRoot 'src\TechToolbox.Agent\bin\Release\net8.0\TechToolbox.Agent.dll'), (Join-Path $moduleRoot 'src\TechToolbox.Agent\bin\Debug\net8.0\TechToolbox.Agent.dll') ) $agentAssemblyPath = $assemblyCandidates | Where-Object { Test-Path -LiteralPath $_ -PathType Leaf } | Select-Object -First 1 if ([string]::IsNullOrWhiteSpace($agentAssemblyPath)) { throw "TechToolbox.Agent assembly not found. Install the packaged agent runtime or build/publish src\TechToolbox.Agent." } if (-not [string]::IsNullOrWhiteSpace($Model)) { $ollamaCommand = Get-Command -Name ollama -ErrorAction SilentlyContinue if (-not $ollamaCommand) { throw "Ollama executable not found. Install Ollama or add it to PATH." } $ollamaListOutput = & $ollamaCommand.Source list 2>&1 if ($LASTEXITCODE -ne 0) { $ollamaError = ($ollamaListOutput | Out-String).Trim() throw ("Unable to query local Ollama models: {0}" -f $ollamaError) } $availableModels = @() foreach ($line in $ollamaListOutput) { $trimmed = "$line".Trim() if ([string]::IsNullOrWhiteSpace($trimmed)) { continue } if ($trimmed -match '^NAME\s+') { continue } $parts = $trimmed -split '\s+' if ($parts.Count -gt 0 -and -not [string]::IsNullOrWhiteSpace($parts[0])) { $availableModels += $parts[0] } } if (-not $availableModels) { throw ("No local Ollama models were found. Pull the requested model first: ollama pull {0}" -f $Model) } if ($availableModels -notcontains $Model) { $knownModels = ($availableModels | Sort-Object -Unique) -join ', ' throw ( "Ollama model '{0}' is not available locally. Run: ollama pull {0}. Available models: {1}" -f $Model, $knownModels ) } } $transcriptEnabled = $true $transcriptRoot = $null $markdownEnabled = $true $markdownRoot = $null if ($cfg -and $cfg.transcript) { if ($null -ne $cfg.transcript.enabled) { $transcriptEnabled = [bool]$cfg.transcript.enabled } if (-not [string]::IsNullOrWhiteSpace([string]$cfg.transcript.outputRoot)) { $transcriptRoot = [string]$cfg.transcript.outputRoot } $markdownEnabledProperty = $cfg.transcript.PSObject.Properties['markdownEnabled'] if ($null -ne $markdownEnabledProperty -and $null -ne $markdownEnabledProperty.Value) { $markdownEnabled = [bool]$markdownEnabledProperty.Value } $markdownOutputRootProperty = $cfg.transcript.PSObject.Properties['markdownOutputRoot'] if ($null -ne $markdownOutputRootProperty -and -not [string]::IsNullOrWhiteSpace([string]$markdownOutputRootProperty.Value)) { $markdownRoot = [string]$markdownOutputRootProperty.Value } } if ($NoTranscript) { $transcriptEnabled = $false } if ($transcriptEnabled) { if ([string]::IsNullOrWhiteSpace($transcriptRoot)) { $transcriptRoot = Join-Path $moduleRoot 'LogsAndExports\Logs\TechAgentTranscripts' } try { $null = New-Item -ItemType Directory -Path $transcriptRoot -Force $transcriptPath = Join-Path $transcriptRoot ("TechAgent_{0}_{1}.txt" -f (Get-Date -Format 'yyyyMMdd_HHmmss'), $PID) Start-Transcript -Path $transcriptPath -Force | Out-Null $transcriptStarted = $true Write-Log -Level Info -Message ("Tech agent transcript started: {0}" -f $transcriptPath) Write-Host ("Tech agent transcript: {0}" -f $transcriptPath) } catch { Write-Log -Level Warn -Message ("Tech agent transcript could not be started: {0}" -f $_.Exception.Message) } } if ($markdownEnabled) { if ([string]::IsNullOrWhiteSpace($markdownRoot)) { $markdownRoot = Join-Path $moduleRoot 'LogsAndExports\Logs\TechAgentMarkdown' } try { $null = New-Item -ItemType Directory -Path $markdownRoot -Force $markdownPath = Join-Path $markdownRoot ("TechAgent_{0}_{1}.md" -f (Get-Date -Format 'yyyyMMdd_HHmmss'), $PID) Write-Host ("Tech agent markdown log: {0}" -f $markdownPath) } catch { $markdownPath = $null Write-Log -Level Warn -Message ("Tech agent markdown log could not be initialized: {0}" -f $_.Exception.Message) } } if ($ConfirmDestructive.IsPresent) { Write-Log -Level Warn -Message 'Destructive operations explicitly authorized for this run.' } $autoRetryOnIterationLimit = $false if ($AutoRetryOnRecursion.IsPresent) { $autoRetryOnIterationLimit = $true } elseif ($DisableAutoRetryOnRecursion.IsPresent) { $autoRetryOnIterationLimit = $false } $getConfigValue = { param( $configObject, [string]$keyName ) if ($null -eq $configObject -or [string]::IsNullOrWhiteSpace($keyName)) { return $null } if ($configObject -is [hashtable] -and $configObject.ContainsKey($keyName)) { return $configObject[$keyName] } $property = $configObject.PSObject.Properties[$keyName] if ($null -ne $property) { return $property.Value } return $null } $memoryPath = $null $memoryPathValue = & $getConfigValue $cfg 'memoryPath' if (-not [string]::IsNullOrWhiteSpace([string]$memoryPathValue)) { $memoryPath = [string]$memoryPathValue } if (-not [string]::IsNullOrWhiteSpace($memoryPath)) { try { $memoryDirectory = Split-Path -Path $memoryPath -Parent if (-not [string]::IsNullOrWhiteSpace($memoryDirectory)) { $null = New-Item -ItemType Directory -Path $memoryDirectory -Force } if (-not (Test-Path -LiteralPath $memoryPath -PathType Leaf)) { $memorySeed = @{ preferences = @{} facts = @{} _memoryFormatVersion = 2 history = @() } | ConvertTo-Json -Depth 4 Set-Content -LiteralPath $memoryPath -Value $memorySeed -Encoding utf8 Write-Log -Level Info -Message ("Initialized missing agent memory file: {0}" -f $memoryPath) } $memoryHistoryPath = Join-Path $memoryDirectory (([System.IO.Path]::GetFileNameWithoutExtension($memoryPath)) + '.history.json') if (-not (Test-Path -LiteralPath $memoryHistoryPath -PathType Leaf)) { Set-Content -LiteralPath $memoryHistoryPath -Value '[]' -Encoding utf8 Write-Log -Level Info -Message ("Initialized missing agent memory history file: {0}" -f $memoryHistoryPath) } } catch { throw ("Failed to initialize agent memory files at '{0}': {1}" -f $memoryPath, $_.Exception.Message) } } $diagnosticTracePath = $null $diagnosticTracePathValue = & $getConfigValue $cfg 'diagnosticTracePath' if (-not [string]::IsNullOrWhiteSpace([string]$diagnosticTracePathValue)) { $diagnosticTracePath = [string]$diagnosticTracePathValue } Write-Log -Level Info -Message ("Invoking local tech agent via C# assembly: {0}" -f $agentAssemblyPath) $request = [ordered]@{ Prompt = $effectivePrompt Model = $(if ([string]::IsNullOrWhiteSpace($Model)) { 'llama3' } else { $Model }) Verbose = $false MaxIterations = $MaxIterations ConfirmDestructive = $ConfirmDestructive.IsPresent MemoryPath = $memoryPath AutoRetryOnRecursion = $autoRetryOnIterationLimit ReturnMetadata = $false SignedFilePolicy = $(if ([string]::IsNullOrWhiteSpace($SignedFilePolicy)) { 'ignore' } else { $SignedFilePolicy }) DiagnosticTracePath = $diagnosticTracePath ExpectedOutputPath = $expectedOutputPath } $requestPath = Join-Path ([System.IO.Path]::GetTempPath()) ("techtoolbox-agent-request-{0}.json" -f ([guid]::NewGuid().ToString('N'))) $request | ConvertTo-Json -Depth 6 | Set-Content -LiteralPath $requestPath -Encoding utf8 $childPwsh = Join-Path $PSHOME 'pwsh.exe' if (-not (Test-Path -LiteralPath $childPwsh -PathType Leaf)) { $childPwsh = (Get-Process -Id $PID).Path } $childScript = @' $ErrorActionPreference = 'Stop' [Console]::OutputEncoding = [System.Text.UTF8Encoding]::new($false) $request = Get-Content -LiteralPath $env:TT_AGENT_REQUEST_PATH -Raw | ConvertFrom-Json Add-Type -Path $env:TT_AGENT_ASSEMBLY_PATH -ErrorAction Stop $result = [TechToolbox.Agent.Agent.AgentCore]::RunAgent( [string]$request.Prompt, [string]$request.Model, [bool]$request.Verbose, [int]$request.MaxIterations, [bool]$request.ConfirmDestructive, [string]$request.MemoryPath, [bool]$request.AutoRetryOnRecursion, [bool]$request.ReturnMetadata, [string]$request.SignedFilePolicy, [string]$request.DiagnosticTracePath, [string]$request.ExpectedOutputPath) [Console]::Write($result) '@ $encodedChildScript = [Convert]::ToBase64String([System.Text.Encoding]::Unicode.GetBytes($childScript)) $startInfo = [System.Diagnostics.ProcessStartInfo]::new() $startInfo.FileName = $childPwsh $startInfo.UseShellExecute = $false $startInfo.CreateNoWindow = $true $startInfo.RedirectStandardOutput = $true $startInfo.RedirectStandardError = $true $startInfo.StandardOutputEncoding = [System.Text.UTF8Encoding]::new($false) $startInfo.StandardErrorEncoding = [System.Text.UTF8Encoding]::new($false) $startInfo.Environment['TT_AGENT_ASSEMBLY_PATH'] = $agentAssemblyPath $startInfo.Environment['TT_AGENT_REQUEST_PATH'] = $requestPath [void]$startInfo.ArgumentList.Add('-NoProfile') [void]$startInfo.ArgumentList.Add('-NonInteractive') [void]$startInfo.ArgumentList.Add('-EncodedCommand') [void]$startInfo.ArgumentList.Add($encodedChildScript) try { $agentProc = [System.Diagnostics.Process]::new() $agentProc.StartInfo = $startInfo if (-not $agentProc.Start()) { throw 'Failed to start child PowerShell process for TechToolbox.Agent.' } $stdoutTask = $agentProc.StandardOutput.ReadToEndAsync() $stderrTask = $agentProc.StandardError.ReadToEndAsync() if (-not $agentProc.WaitForExit($waitTimeoutSeconds * 1000)) { try { $agentProc.Kill() } catch { } throw ("Tech agent timed out after {0} seconds." -f $waitTimeoutSeconds) } try { $null = $agentProc.WaitForExit(2000) } catch { } $capturedStdOut = if ($stdoutTask) { [string]$stdoutTask.GetAwaiter().GetResult() } else { '' } $capturedStdErr = if ($stderrTask) { [string]$stderrTask.GetAwaiter().GetResult() } else { '' } if ($agentProc.ExitCode -ne 0) { $errorText = if ([string]::IsNullOrWhiteSpace($capturedStdErr)) { $capturedStdOut } else { $capturedStdErr } throw ("Tech agent exited with code {0}: {1}" -f $agentProc.ExitCode, $errorText.Trim()) } $message = $capturedStdOut } catch { throw ("Tech agent failed: {0}" -f $_.Exception.Message) } $message = ([string]$message).Trim() $capturedStdOut = $message if ([string]::IsNullOrWhiteSpace($message)) { $message = 'Tech agent completed successfully with no output.' } # Surface orchestrator-level failures as real failures so markdown status # and caller behavior do not report false positives. $knownFailurePrefixes = @( 'Agent returned invalid JSON twice.', 'LLM request repeatedly failed', 'Iteration limit reached.' ) $knownFailureDetected = $false foreach ($failurePrefix in $knownFailurePrefixes) { if ($message.StartsWith($failurePrefix, [System.StringComparison]::OrdinalIgnoreCase)) { $knownFailureDetected = $true break } } $expectedOutputExists = $false if (-not [string]::IsNullOrWhiteSpace($expectedOutputPath)) { $expectedOutputExists = Test-Path -LiteralPath $expectedOutputPath -PathType Leaf if (-not $expectedOutputExists) { throw ("Tech agent failed: expected output file was not created: {0}" -f $expectedOutputPath) } Write-Log -Level Info -Message ("Tech agent created expected output file: {0}" -f $expectedOutputPath) } if ($knownFailureDetected) { if ($expectedOutputExists) { Write-Log -Level Warn -Message ( "Tech agent reported orchestrator failure text, but expected output file exists. Treating run as success. Message: {0}" -f $message ) } else { throw ("Tech agent failed: {0}" -f $message) } } $markdownStatus = 'Success' return $message } catch { $markdownStatus = 'Error' $markdownError = $_.Exception.Message Write-Log -Level Error -Message ("Invoke-TechAgent failed: {0}" -f $_.Exception.Message) throw } finally { if (-not [string]::IsNullOrWhiteSpace($markdownPath)) { try { $exitCode = if ($markdownStatus -eq 'Success') { 0 } else { -1 } & $writeMarkdownLog ` -Path $markdownPath ` -Status $markdownStatus ` -PromptText $Prompt ` -ModelName $Model ` -IterationLimit $MaxIterations ` -DestructiveAuthorized $ConfirmDestructive.IsPresent ` -SignedFilePolicyValue $SignedFilePolicy ` -AutoRetryOnRecursionMode $( if ($AutoRetryOnRecursion.IsPresent) { 'Enabled' } elseif ($DisableAutoRetryOnRecursion.IsPresent) { 'Disabled' } else { 'Default' } ) ` -StdOut $capturedStdOut ` -StdErr $capturedStdErr ` -ErrorText $markdownError ` -ExitCode $exitCode ` -TranscriptFile $transcriptPath ` -StartedUtc $runStartedUtc ` -CompletedUtc ([DateTime]::UtcNow) } catch { Write-Log -Level Warn -Message ("Tech agent markdown log could not be written: {0}" -f $_.Exception.Message) } } if ($transcriptStarted) { try { Stop-Transcript | Out-Null } catch { } } if (-not [string]::IsNullOrWhiteSpace($requestPath) -and (Test-Path -LiteralPath $requestPath -PathType Leaf)) { try { Remove-Item -LiteralPath $requestPath -Force } catch { } } if ($agentProc) { try { $agentProc.Dispose() } catch { } } } } # 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