tooling-detector

Tooling Detection System

Version: 1.0.0 | Purpose: Automatic detection of infrastructure tooling (Helm, Kubernetes, Kustomize, ArgoCD)

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Overview

The tooling detection system automatically identifies infrastructure and DevOps tooling usage in projects using multi-signal analysis. It detects Helm charts, Kubernetes manifests, Kustomize configurations, and GitOps tools with 95%+ accuracy.

Supported Tools:

• Helm: Kubernetes package manager
• Kubernetes: Container orchestration platform
• Kustomize: Kubernetes configuration customization
• ArgoCD: GitOps continuous delivery

Use Cases:

• Auto-load skills: Automatically load Helm/Kubernetes skills when detected
• Project analysis: Identify tooling stack in existing projects
• CI/CD integration: Dynamic skill loading based on detected tooling

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Quick Start

Detect All Tools

node skills/tooling-detector/detect-tooling.js /path/to/project

Output:

{
  "detected": true,
  "tools": [
    {
      "tool": "helm",
      "name": "Helm",
      "confidence": 0.9,
      "signals": {
        "chart_yaml": true,
        "values_yaml": true,
        "templates_dir": true
      },
      "signal_count": 3
    },
    {
      "tool": "kubernetes",
      "name": "Kubernetes",
      "confidence": 0.85,
      "signals": {
        "api_version": true,
        "kind_field": true,
        "manifests_dir": true
      },
      "signal_count": 3
    }
  ]
}

Detect Specific Tool

# Detect Helm
node skills/tooling-detector/detect-tooling.js /path/to/project --tool helm

# Detect Kubernetes
node skills/tooling-detector/detect-tooling.js /path/to/project --tool kubernetes

Custom Confidence Threshold

node skills/tooling-detector/detect-tooling.js /path/to/project --min-confidence 0.8

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Detection Signals

Helm Detection

Primary Signals (High Confidence):

• Chart.yaml file (weight: 0.6) - Helm chart metadata
• values.yaml file (weight: 0.3) - Default values
• templates/ directory (weight: 0.2) - Template manifests