About

Imported from jeremylongshore/tons-of-skills-marketplace (skills/08-ml-deployment/torchserve-config-generator/SKILL.md). Install upstream with npx skills add jeremylongshore/tons-of-skills-marketplace --skill torchserve-config-generator. Copyright stays with the author (MIT).

Torchserve Config Generator

Name: torchserve-config-generator
Author: jeremylongshore

Overview

This skill provides automated assistance for torchserve config generator tasks within the ML Deployment domain.

When to Use

This skill activates automatically when you:

Mention "torchserve config generator" in your request
Ask about torchserve config generator patterns or best practices
Need help with machine learning deployment skills covering model serving, mlops pipelines, monitoring, and production optimization.

Instructions

Provides step-by-step guidance for torchserve config generator
Follows industry best practices and patterns
Generates production-ready code and configurations
Validates outputs against common standards

Examples

Example: Basic Usage Request: "Help me with torchserve config generator" Result: Provides step-by-step guidance and generates appropriate configurations

Prerequisites

Relevant development environment configured
Access to necessary tools and services
Basic understanding of ml deployment concepts

Output

Generated configurations and code
Best practice recommendations
Validation results

Error Handling

Error	Cause	Solution
Configuration invalid	Missing required fields	Check documentation for required parameters
Tool not found	Dependency not installed	Install required tools per prerequisites
Permission denied	Insufficient access	Verify credentials and permissions

Resources

Official documentation for related tools
Best practices guides
Community examples and tutorials

Related Skills

Part of the ML Deployment skill category. Tags: mlops, serving, inference, monitoring, production

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/jeremylongshore-tons-of-skills-marketplace-torchserve-co-cccbfb/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

jeremylongshore-tons-of-skills-marketplace-torchserve-co-cccbfb.ocm.jsonjson

{
  "ocm": "1",
  "id": "jeremylongshore-tons-of-skills-marketplace-torchserve-co-cccbfb",
  "kind": "skill",
  "name": "torchserve-config-generator",
  "description": "Generate torchserve config generator operations. Auto-activating skill for ML Deployment. Triggers on: torchserve config generator, torchserve config generator Part of the ML Deployment skill category. Use when configuring systems or services. Trigger with phrases like \"torchserve config generator\", \"torchserve generator\", \"torchserve\".",
  "publisher": "jeremylongshore",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "ai",
      "mlops",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Generate torchserve config generator operations. Auto-activating skill for ML Deployment. Triggers on: torchserve config generator, torchserve config generator Part of the ML Deployment skill category. Use when configuring systems or services. Trigger with phrases like \"torchserve config generator\", \"torchserve generator\", \"torchserve\"."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/jeremylongshore/tons-of-skills-marketplace",
      "path": "skills/08-ml-deployment/torchserve-config-generator/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/jeremylongshore/tons-of-skills-marketplace/blob/HEAD/skills/08-ml-deployment/torchserve-config-generator/SKILL.md",
      "key": "jeremylongshore/tons-of-skills-marketplace/skills/08-ml-deployment/torchserve-config-generator/SKILL.md"
    },
    "compatibility": "Designed for Claude Code",
    "allowed_tools": [
      "Read,",
      "Write,",
      "Edit,",
      "Bash(cmd:*),",
      "Grep"
    ],
    "license": "MIT"
  },
  "instructions": "# Torchserve Config Generator\n\n## Overview\n\nThis skill provides automated assistance for torchserve config generator tasks within the ML Deployment domain.\n\n## When to Use\n\nThis skill activates automatically when you:\n- Mention \"torchserve config generator\" in your request\n- Ask about torchserve config generator 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 torchserve config generator\n2. Follows industry best practices and pa",
  "cost": {
    "context_tokens": 430
  }
}

Fetch it by URL: GET /api/v1/registry/jeremylongshore-tons-of-skills-marketplace-torchserve-co-cccbfb/manifest?version=1.0.0

Reviews

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