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|
function Test-PowerShellSkillLevel {
[CmdletBinding()]
param(
[string]$UserName = $env:USERNAME
)
$Domains = @(
@{
Name = 'AI/LLM 集成'
Weight = 15
Topics = @('OpenAI API 调用', '本地模型部署', 'Prompt 工程', 'RAG 检索增强')
KeyCmds = @('Invoke-RestMethod', 'Microsoft.PowerShell.AI')
}
@{
Name = 'Azure 管理'
Weight = 15
Topics = @('资源管理', 'Graph API', 'Monitor 仪表盘', '部署槽')
KeyCmds = @('Get-AzResource', 'Get-AzAccessToken', 'Az.Websites')
}
@{
Name = '容器与编排'
Weight = 12
Topics = @('Docker 管理', 'Kubernetes 交互', '容器监控', '镜像安全')
KeyCmds = @('docker', 'kubectl', 'Invoke-WebRequest')
}
@{
Name = '安全与合规'
Weight = 10
Topics = @('基线审计', '日志分析', '权限管理', '加密解密')
KeyCmds = @('Get-AuditPolicy', 'Protect-CmsMessage', 'certutil')
}
@{
Name = '网络与 API'
Weight = 10
Topics = @('REST API 调用', 'WebSocket', 'GraphQL', '速率限制')
KeyCmds = @('Invoke-RestMethod', 'Invoke-WebRequest', 'HttpClient')
}
@{
Name = 'GitOps/CI/CD'
Weight = 10
Topics = @('Git 工作流', 'GitHub Actions', '流水线自动化', '配置即代码')
KeyCmds = @('git', 'gh', 'Invoke-Expression')
}
)
$Results = foreach ($Domain in $Domains) {
$TopicScore = [math]::Round(
($Domain.Topics.Count / 4) * 70 + (Get-Random -Minimum 15 -Maximum 30), 1
)
$TopicScore = [math]::Min($TopicScore, 100)
$CmdScore = [math]::Round(
($Domain.KeyCmds.Count / 2) * 60 + (Get-Random -Minimum 20 -Maximum 40), 1
)
$CmdScore = [math]::Min($CmdScore, 100)
$FinalScore = [math]::Round($TopicScore * 0.6 + $CmdScore * 0.4, 1)
[PSCustomObject]@{
Domain = $Domain.Name
Weight = $Domain.Weight
TopicScore = $TopicScore
CmdScore = $CmdScore
FinalScore = $FinalScore
Level = switch ($FinalScore) {
{ $_ -ge 90 } { 'Expert' }
{ $_ -ge 75 } { 'Advanced' }
{ $_ -ge 60 } { 'Intermediate' }
default { 'Beginner' }
}
}
}
$TotalWeight = ($Results.Weight | Measure-Object -Sum).Sum
$WeightedTotal = [math]::Round(
($Results | ForEach-Object { $_.FinalScore * $_.Weight } |
Measure-Object -Sum).Sum / $TotalWeight, 1
)
Write-Host "=== PowerShell 技能评估报告 ===" -ForegroundColor Cyan
Write-Host "评估对象: $UserName"
Write-Host "评估时间: $(Get-Date -Format 'yyyy-MM-dd HH:mm:ss')"
Write-Host "评估维度: $($Domains.Count) 个技术领域"
Write-Host ""
$Results | Format-Table Domain, Weight, TopicScore, CmdScore, FinalScore, Level -AutoSize
Write-Host "加权总分: $WeightedTotal / 100" -ForegroundColor Green
Write-Host ""
$WeakAreas = $Results | Where-Object { $_.FinalScore -lt 75 } |
Sort-Object FinalScore
if ($WeakAreas) {
Write-Host "--- 进阶方向推荐 ---" -ForegroundColor Yellow
foreach ($Area in $WeakAreas) {
$Recommendation = switch ($Area.Domain) {
'AI/LLM 集成' { '深入学习 Microsoft.PowerShell.AI 模块和 RAG 架构' }
'Azure 管理' { '重点关注 Az 模块的最新 API 和 Managed Identity' }
'容器与编排' { '练习 Kubernetes HPA/VPA 自动扩缩容脚本编写' }
'安全与合规' { '掌握 CIS Benchmark 自动化扫描脚本开发' }
'网络与 API' { '学习 GraphQL 查询构建和分页处理' }
'GitOps/CI/CD' { '实践 GitHub Actions 复合 Action 和矩阵构建' }
default { '继续通过实战项目巩固基础技能' }
}
'[{0}] 得分 {1} - {2}' -f $Area.Domain, $Area.FinalScore, $Recommendation
}
}
Write-Host ""
Write-Host "--- 雷达图数据（JSON）---" -ForegroundColor Yellow
$RadarData = $Results | ForEach-Object {
@{ axis = $_.Domain; value = $_.FinalScore }
}
$RadarData | ConvertTo-Json -Depth 3
}
Test-PowerShellSkillLevel
|