{
  "ocm": "1",
  "id": "jeremylongshore-tons-of-skills-marketplace-batch-inferen-06d496",
  "kind": "skill",
  "name": "batch-inference-pipeline",
  "description": "Execute batch inference pipeline operations. Auto-activating skill for ML Deployment. Triggers on: batch inference pipeline, batch inference pipeline Part of the ML Deployment skill category. Use when working with batch inference pipeline functionality. Trigger with phrases like \"batch inference pipeline\", \"batch pipeline\", \"batch\".",
  "publisher": "jeremylongshore",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "ai",
      "mlops",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Execute batch inference pipeline operations. Auto-activating skill for ML Deployment. Triggers on: batch inference pipeline, batch inference pipeline Part of the ML Deployment skill category. Use when working with batch inference pipeline functionality. Trigger with phrases like \"batch inference pipeline\", \"batch pipeline\", \"batch\"."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/jeremylongshore/tons-of-skills-marketplace",
      "path": "skills/08-ml-deployment/batch-inference-pipeline/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/jeremylongshore/tons-of-skills-marketplace/blob/HEAD/skills/08-ml-deployment/batch-inference-pipeline/SKILL.md",
      "key": "jeremylongshore/tons-of-skills-marketplace/skills/08-ml-deployment/batch-inference-pipeline/SKILL.md"
    },
    "compatibility": "Designed for Claude Code",
    "allowed_tools": [
      "Read,",
      "Write,",
      "Edit,",
      "Bash(cmd:*),",
      "Grep"
    ],
    "license": "MIT"
  },
  "instructions": "# Batch Inference Pipeline\n\n## Overview\n\nThis skill provides automated assistance for batch inference pipeline tasks within the ML Deployment domain.\n\n## When to Use\n\nThis skill activates automatically when you:\n- Mention \"batch inference pipeline\" in your request\n- Ask about batch inference pipeline patterns or best practices\n- Need help with machine learning deployment skills covering model serving, mlops pipelines, monitoring, and production optimization.\n\n## Instructions\n\n1. Provides step-by-step guidance for batch inference pipeline\n2. Follows industry best practices and patterns\n3. Gener",
  "cost": {
    "context_tokens": 425
  }
}