4 308 DevOps skills from 392 authors. They ship releases, run infrastructure and keep watch over what is deployed. Half of them fit into 2 096 tokens or less — that is what one costs your context window when the agent loads it. 507 ship runnable scripts rather than instructions alone. 28 of them cannot work without an MCP server, most often rube. We also found 633 copies of these same skills sitting in other people's repositories — counted once here, not 633 times.
4 308 unique 392 authors 2 042 updated this month 543 from vendors
| Sklearn Pipeline Builder - Auto-activating skill for ML Training. Part of the ML Training skill category.
| Sns Topic Config - Auto-activating skill for AWS Skills. Part of the AWS Skills skill category.
| Sqs Queue Setup - Auto-activating skill for AWS Skills. Part of the AWS Skills skill category.
| This skill automates the setup of synthetic monitoring for applications. It allows Claude to proactively track performance and availability by configuring uptime, transaction, and API monitoring. Use this skill when the user requests to "set up synthetic monitoring", "configure uptime monitoring", "track application performance", or needs help with "proactive performance tracking". The skill helps to identify critical endpoints and user journeys, design monitoring scenarios, and configure alerts and dashboards.
| Tensorflow Savedmodel Creator - Auto-activating skill for ML Deployment. Part of the ML Deployment skill category.
| Tensorflow Serving Setup - Auto-activating skill for ML Deployment. Part of the ML Deployment skill category.
| This skill empowers Claude to build reusable Terraform modules based on user specifications. It leverages the terraform-module-builder plugin to generate production-ready, well-documented Terraform module code, incorporating best practices for security, scalability, and multi-platform support. Use this skill when the user requests to create a new Terraform module, generate Terraform configuration, or needs help structuring infrastructure as code using Terraform. The trigger terms include "create Terraform module," "generate Terraform configuration," "Terraform module code," and "infrastructure as code."
| Terraform Module Creator - Auto-activating skill for DevOps Advanced. Part of the DevOps Advanced skill category.
| Terraform Provider Config - Auto-activating skill for DevOps Advanced. Part of the DevOps Advanced skill category.
| Terraform State Manager - Auto-activating skill for DevOps Advanced. Part of the DevOps Advanced skill category.
| This skill enables Claude to manage isolated test environments using Docker Compose, Testcontainers, and environment variables. It is used to create consistent, reproducible testing environments for software projects. Claude should use this skill when the user needs to set up a test environment with specific configurations, manage Docker Compose files for test infrastructure, set up programmatic container management with Testcontainers, manage environment variables for tests, or ensure cleanup after tests. Trigger terms include "test environment", "docker compose", "testcontainers", "environment variables", "isolated environment", "env-setup", and "test setup".
| Torchscript Exporter - Auto-activating skill for ML Deployment. Part of the ML Deployment skill category.
| Torchserve Config Generator - Auto-activating skill for ML Deployment. Part of the ML Deployment skill category.
Track and optimize application response times across API endpoints, database queries, and service calls. Use when monitoring performance or identifying bottlenecks. Trigger with phrases like "track response times", "monitor API performance", or "analyze latency".
Define and track SLAs, SLIs, and SLOs for service reliability including availability, latency, and error rates. Use when establishing reliability targets or monitoring service health. Trigger with phrases like "define SLOs", "track SLI metrics", or "calculate error budget".
| Track new token launches across DEXes with risk analysis and contract verification. Use when discovering new token launches, monitoring IDOs, or analyzing token contracts. Trigger with phrases like "track launches", "find new tokens", "new pairs on uniswap", "token risk analysis", or "monitor IDOs".
| Validate production readiness of Vertex AI Agent Engine deployments across security, monitoring, performance, compliance, and best practices. Generates weighted scores (0-100%) with actionable remediation plans. Use when asked to validate a deployment, run a production readiness check, audit security posture, or verify compliance for Vertex AI agents. Trigger with "validate deployment", "production readiness", "security audit", "compliance check", "is this agent ready for prod", "check my ADK agent", "review before deploy", or "production readiness check". Make sure to use this skill whenever validating ADK agents for Agent Engine.
Build and deploy production-ready generative AI agents using Vertex AI, Gemini models, and Google Cloud infrastructure with RAG, function calling, and multi-modal capabilities
| Vertex Ai Deployer - Auto-activating skill for ML Deployment. Part of the ML Deployment skill category.
| Vertex Ai Endpoint Config - Auto-activating skill for GCP Skills. Part of the GCP Skills skill category.
| Vertex Ai Pipeline Creator - Auto-activating skill for GCP Skills. Part of the GCP Skills skill category.
| Inspect and validate Vertex AI Agent Engine deployments including Code Execution Sandbox, Memory Bank, A2A protocol compliance, and security posture. Generates production readiness scores. Use when asked to inspect, validate, or audit an Agent Engine deployment. Trigger with "inspect agent engine", "validate agent engine deployment", "check agent engine config", "audit agent engine security", "agent engine readiness check", "vertex engine health", or "reasoning engine status".
| Terraform infrastructure specialist for Vertex AI services and Gemini deployments. Provisions Model Garden, endpoints, vector search, pipelines, and enterprise AI infrastructure.
| Vpc Network Designer - Auto-activating skill for AWS Skills. Part of the AWS Skills skill category.
| Vpc Network Setup - Auto-activating skill for GCP Skills. Part of the GCP Skills skill category.