metadata dict | categories list | content_types list | sample_entries list |
|---|---|---|---|
{
"name": "powershell-devops-mega-dataset",
"version": "1.0.0",
"creator": "Mojo System",
"entries": 10000,
"size_mb": "estimated 25MB",
"training": {
"jax_model": {
"initial_loss": 0.2226,
"final_loss": 0.1007,
"improvement_percent": 54.7,
"epochs": 30,
"architecture": "256->512->256"
},
"chapel_model": {
"epochs": 20,
"architecture": "256->384->256",
"parallel_optimized": true
}
}
} | [
"powershell_security",
"azure_cli",
"aws_tools",
"github_cli",
"docker_kubernetes",
"terraform",
"dotnet_framework",
"git_advanced"
] | [
"PowerShell Injection Prevention & Detection",
"Advanced Automation (Runspaces, DSC, Scheduled Tasks)",
"System Repair (SFC, DISM, Network, Registry)",
"Azure PowerShell Az Module (VM, Storage, Automation)",
"Azure CLI Integration",
"AWS Tools for PowerShell (EC2, S3, IAM, Lambda)",
"GitHub CLI (gh) int... | [
{
"id": "ps_001",
"title": "PowerShell Injection Prevention",
"content": "Use ValidatePattern, avoid Invoke-Expression, enable Script Block Logging...",
"category": "powershell_security",
"difficulty": 9
},
{
"id": "azure_001",
"title": "Azure PowerShell Automation",
"content": "... |
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