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Agent Guidelines for Python Code Quality

This document provides guidelines for maintaining high-quality Python code. These rules MUST be followed by all AI coding agents and contributors.

Your Core Principles

All code you write MUST be fully optimized.

"Fully optimized" includes:

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const path = require('path');
const readline = require('readline');
const mongoose = require(path.resolve(__dirname, '..', 'api', 'node_modules', 'mongoose'));
const { User } = require('@librechat/data-schemas').createModels(mongoose);
const { SystemRoles } = require('librechat-data-provider');
require('module-alias')({ base: path.resolve(__dirname, '..', 'api') });
const connect = require('./connect');

const rl = readline.createInterface({
  input: process.stdin,

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function Get-RemoteDesktopVersions {
    [CmdletBinding()]
    param()
    
    try {
        # Use GitHub's API to get the directory listing
        $apiUrl = "https://api.github.com/repos/microsoft/winget-pkgs/contents/manifests/m/Microsoft/RemoteDesktopClient"
        
        # GitHub API requires a user agent
        $headers = @{

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using namespace System.Net.Sockets
using namespace System.Net.Security
using namespace System.Security.Cryptography.X509Certificates

function ConvertFrom-X509Certificate {
    param(
        [Parameter(ValueFromPipeline)]
        [X509Certificate2]$Certificate
    )

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# Azure Policy: Tagging Based on Resource Group Name
# Objective:
# This policy aims to enforce tagging conventions based on the name of the resource group. If a resource group (or its contained resources) matches a specified naming pattern, a designated tag with a corresponding value will be applied.
#
# Parameters:
# tagName: The name of the tag you want to apply.
# tagValue: The value associated with the aforementioned tag.
# rgNamePattern: A naming pattern that resource groups should match. For instance, if you want to target resource groups that start with "azurebatch", you'd use "azurebatch*".
# applyToResources: A boolean parameter that dictates whether the tagging should be applied only to the resource group itself or also to the resources contained within the matching resource group.
#

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    // The idea behind this is that you can do a terraform plan -out test.tfplan and then take the output that's printed
    //  and copy/paste it into your code, then use these commands to clean it up so it's usable code.
    // In newer versions of Terraform you can do a terraform plan -generate-config to do this a different way, so check that out too.
    // Uses this exctension: https://marketplace.visualstudio.com/items?itemName=ArturoDent.find-and-transform&ssr=false#overview
    "findInCurrentFile": {
        "replaceHyphenPrefix": {
            "title": "Replace Terraform Plan output hyphen prefix...",    // will appear in the Command Palette
            "find": "^(\\s+)- ",
            "replace": "$1",
            "isRegex": true,

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Function New-AesKey {
     Param(
         [Int]$KeySize = 256,
         [Switch]$AsString
     )
     $aesManaged = New-Object "System.Security.Cryptography.AesManaged"
     $aesManaged.KeySize = $KeySize
     $aesManaged.GenerateKey()
     If($AsString) {
         Return [System.Convert]::ToBase64String($aesManaged.Key)

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#!/bin/bash
# File: create_azure_vpn_client_cert.sh
# Author: David Frazer
# Date: 12/13/2022

# NOTE: This script expects a CA root cert and CA root key to exist at the following paths:
# "${ORGNAME}_cacert.pem"
# "${ORGNAME}_cakey.pem"

# OPTIONAL: Set this to 1 to create a PFX for the user

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Get-ChildItem 'HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion\NetworkList\Profiles' | Select -Property * | %{  $Key = $_.PSChildName; $Name = $_.Name -Replace "HKEY_LOCAL_MACHINE","HKLM:"; $Category_Num = Get-ItemPropertyValue "$Name" -Name Category; If($Category_Num -eq 0){ $Category='Public' } ElseIf($Category_Num -eq 1){ $Category='Private' } ElseIf($Category_Num -eq 2){$Category = 'Domain'}; $ProfileName = Get-ItemPropertyValue "$Name" -Name ProfileName; ""|Select @{N='ProfileName';E={$ProfileName}},@{N="ProfileCategory";E={$Category} }} | Sort ProfileCategory

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SELECT CASE cnt
           WHEN 2 THEN "TRUE"
           ELSE "FALSE"
       END "Vulnerable"
FROM
  (SELECT name,
          start_type,
          COUNT(name) AS cnt
   FROM services
   WHERE name = 'NTDS' or (name = 'Spooler' and start_type <> 'DISABLED'))