Generates prompt engineering best practices for specified AI models

Get-BootStrapPrompt.ps1

#Requires -Modules PSAI

function Get-BootStrapPrompt {
    <#
        .SYNOPSIS
        Generates prompt engineering best practices for specified AI models.
        .DESCRIPTION
        For each AI model in the FavoriteAI array, this function uses an agent to research and produce
    #>
    param(
        [string[]]$FavoriteAI
    )
    
    $FavoriteAI | ForEach-Object -Parallel {
        function global:Invoke-TavilySearch {
            param([string]$query)

            if ( -not $env:TAVILY_API_KEY) {
                return  "Error: TAVILY_API_KEY environment variable is not set."
            }
    
            $tavilyParams = @{
                api_key = $env:TAVILY_API_KEY
                # include_domains = "stackoverflow.com"
                query   = $query        
            }

            $body = $tavilyParams | ConvertTo-Json -Depth 10

            Invoke-RestMethod -Method Post -Uri "https://api.tavily.com/search" -ContentType 'application/json' -Body $body
        }

        # Act as a prompt engineer,
        # Research the best practices for prompt engineering for the latest [YOUR FAVORITE AI] models.
        # Produce a prompt which takes a prompt as an input and rewrites it according to best practices.
    
        $favorite = $_

        Write-Host "Generating prompt engineering best practices for $favorite..." -ForegroundColor Cyan

        $instructions = @"
Date: $(Get-Date)
Act as a prompt engineer
Research the best practices for prompt engineering for the latest $favorite models.
Use the tools for any necessary research.
"@

        $prompt = "Produce a prompt which takes a prompt as an input and rewrites it according to best practices."

        $agentParams = @{
            Instructions  = $instructions
            ShowToolCalls = $true
            Tools         = 'Invoke-TavilySearch'
            LLM           = New-OpenAIChat gpt-4.1
        }

        $result = New-Agent @agentParams | Get-AgentResponse $prompt

        [PSCustomObject][ordered]@{
            FavoriteAI = $favorite
            Result     = $result
        }
    }
}

Get-BootStrapPrompt "Opus-4.5", "GPT-4.1", "GPT-5.1-Codex", "Gemini 3"