Devops AI agent skills

4,131 skills in the archive. Read a skill’s instructions or open its original repository.

• Airflow Dag Patterns

  by @sickn33

  Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.

• Ai Coding Agent Guardrails

  by @sickn33

  Secure AI coding agents (Claude Code, Cursor, Codex, Copilot) with permission boundaries, secret protection, code review gates, and safe sandbox configurations for team environments.

• Agent Observability

  by @sickn33

  Instrument AI agents with tracing, token metrics, latency, and cost visibility. Use for reliability and debugging.

• Ai Engineering Toolkit

  by @sickn33

  6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.

• Ai Sre Incident Response

  by @sickn33

  Build AI-focused SRE incident response practices for LLM outages, degraded quality, runaway cost events, and safety regressions.

• Agent Evaluation

  by @sickn33

  Evaluate agent behavior with versioned cases and explicit verifiers. Use when comparing agent or prompt changes, reproducing failures, or running agent regression tests.

• Agentic Actions Auditor

  by @sickn33

  Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference. Detects attack vectors where attacker-controlled input…

• Agentflow

  by @sickn33

  Orchestrate autonomous AI development pipelines through your Kanban board (Asana, GitHub Projects, Linear). Manages multi-worker Claude Code dispatch, deterministic quality gates, adversarial review, per-task cost tracking, and…

• Agent Orchestration Multi Agent Optimize

  by @sickn33

  Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.

• Aegisops Ai

  by @sickn33

  Autonomous DevSecOps & FinOps Guardrails. Orchestrates Gemini 3 Flash to audit Linux Kernel patches, Terraform cost drifts, and K8s compliance.

• Agentmail

  by @sickn33

  Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API.

• Agent Orchestration Improve Agent

  by @sickn33

  Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.

• Agentfolio

  by @sickn33

  Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.

• Agent Framework Azure Ai Py

  by @sickn33

  Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.

• Dep

  by @sickn33

  Handles containerization, CI/CD pipelines, and deployment setup.

• Cirq

  by @K-Dense-AI

  Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit…

• Resume Tailor

  by @reactive-resume

  Tailors one resume to one specific job posting. Builds a must-have/nice-to-have requirement table, an evidence map, gap questions instead of invention, a tailored copy (headline, summary, bullet order, skills), honest ATS…

• Hindsight Docs

  by @vectorize-io

  Complete Hindsight documentation for AI agents. Use this to learn about Hindsight architecture, APIs, configuration, and best practices.

• Hindsight Memory

  by @vectorize-io

  Long-term memory for the agent via Hindsight. Use to recall relevant past context before answering, retain durable facts as you learn them, and reflect over accumulated memory for the "why" behind a decision. Load whenever…

• Agent Browser

  by @vercel-labs

  Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any…

• Vercel Sandbox

  by @vercel-labs

  Run agent-browser + Chrome inside Vercel Sandbox microVMs for browser automation from any Vercel-deployed app. Use when the user needs browser automation in a Vercel app (Next.js, SvelteKit, Nuxt, Remix, Astro, etc.), wants to…

• Agentcore

  by @vercel-labs

  Run agent-browser on AWS Bedrock AgentCore cloud browsers. Use when the user wants to use AgentCore, run browser automation on AWS, use a cloud browser with AWS credentials, or needs a managed browser session backed by AWS…

• Protected Vercel Deployments

  by @vercel-labs

  Access and test Vercel deployments protected by Vercel Authentication, SSO, or Deployment Protection with agent-browser. Use when a preview or production URL redirects to a Vercel login page, returns a protection 401 or 403, or…

• Supply Chain Security

  by @zhaoxuya520

  Use for software supply-chain security assessment covering SBOM, SCA, CI/CD pipelines, container images, build integrity, dependency provenance, and vulnerability reachability.

• Threat Hunting

  by @zhaoxuya520

  Use for blue-team threat hunting, detection engineering with Sigma/YARA, SIEM query design, and incident detection validation.

• Linear Release Setup

  by @novuhq

  Generate CI/CD configuration for Linear Release. Use when setting up release tracking, configuring CI pipelines for Linear, or integrating deployments with Linear releases. Supports GitHub Actions, GitLab CI, CircleCI, and other…

• K8s Manifest Generator

  by @wshobson

  Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or…

• Helm Chart Scaffolding

  by @wshobson

  Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.

• Hermes Tweet

  by @wshobson

  Install and operate Hermes Tweet, a Hermes Agent plugin for X/Twitter research, timeline reading, tweet analysis, and approval-gated private or state-changing operations. Use this skill when installing Hermes Tweet, researching…

• Gitops Workflow

  by @wshobson

  Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up…

• On Call Handoff Patterns

  by @wshobson

  Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use this skill when transitioning on-call responsibilities between engineers and ensuring the incoming responder has full situational…

• Incident Runbook Templates

  by @wshobson

  Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use this skill when building a service outage runbook for a payment processing system; creating database incident…

• Javascript Testing Patterns

  by @wshobson

  Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use when writing…

• Postmortem Writing

  by @wshobson

  Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processes.

• Langchain Architecture

  by @wshobson

  Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.

• Architecture Decision Records

  by @wshobson

  Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing…

• Env Setup

  by @novuhq

  Create or update Novu environment variables in the user's project safely (never expose the secret key to the client). Complements the official Novu skills by covering project-level env configuration.

• Temporal Python Testing

  by @wshobson

  Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal workflow tests or debugging test…

• Saga Orchestration

  by @wshobson

  Implement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across microservices where 2PC is unavailable, designing compensating actions for…

• Deployment Pipeline Design

  by @wshobson

  Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-downtime deployment pipelines, implementing canary rollout strategies, setting up…

• Multi Cloud Architecture

  by @wshobson

  Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services…

• Terraform Module Library

  by @wshobson

  Build reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, or implementing reusable…

• Hybrid Cloud Networking

  by @wshobson

  Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting data centers to cloud, or…

• Workflow Orchestration Patterns

  by @wshobson

  Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running processes, distributed…

• Cost Optimization

  by @wshobson

  Optimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing…

• Solidity Security

  by @wshobson

  Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementing security measures for…

• Service Mesh Observability

  by @wshobson

  Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SLOs for service communication.

• Wcag Audit Patterns

  by @wshobson

  Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing accessible design patterns.

• Data Quality Frameworks

  by @wshobson

  Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.

• Event Store Design

  by @wshobson

  Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.

• Nx Workspace Patterns

  by @wshobson

  Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.

• Github Actions Templates

  by @wshobson

  Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or creating reusable workflow…

• Gitlab Ci Patterns

  by @wshobson

  Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and…

• Linkerd Patterns

  by @wshobson

  Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking with minimal overhead.

• Istio Traffic Management

  by @wshobson

  Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilience patterns.

• Secrets Management

  by @wshobson

  Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD environments.

• Turborepo Caching

  by @wshobson

  Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.

• Cloud Design Patterns

  by @github

  Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and deployment categories. Use when designing, reviewing, or implementing…

• Breakdown Plan

  by @github

  Issue Planning and Automation prompt that generates comprehensive project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities, and automated tracking.

• Containerize Aspnet Framework

  by @github

  Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project.

• Containerize Aspnetcore

  by @github

  Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project.

• Breakdown Feature Implementation

  by @github

  Prompt for creating detailed feature implementation plans, following Epoch monorepo structure.

• Ralplan

  by @Yeachan-Heo

  Consensus planning entrypoint that auto-gates vague ralph/autopilot/team requests before execution

• Azure Architecture Autopilot

  by @github

  Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through conversation, and deploy with Bicep. When to use this skill: - "Create X on…

• Azure Devops Cli

  by @github

  Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when working with Azure DevOps, az commands, devops automation, CI/CD, or when…

• Azure Developer Cli

  by @github

  Design, create, review, migrate, or troubleshoot Azure Developer CLI (azd) projects using current Microsoft guidance. Use for azd, azure.yaml, AZD templates, Bicep or Terraform under infra, AZD environments and secrets, hooks,…

• Azure Pricing

  by @github

  Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot Studio agent credit consumption. Use when the user asks about the cost of any Azure service, wants to compare SKU…

• Azure Container Registry Cli

  by @github

  Manage Azure Container Registry via the az acr CLI including registries, images, cloud builds, ACR Tasks, authentication, tokens, geo-replication, and networking. Use when working with ACR, az acr commands,…

• Azure Deployment Preflight

  by @github

  Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use this skill before any deployment to Azure to preview changes, identify…

• Arize Ai Provider Integration

  by @github

  Creates, reads, updates, and deletes Arize AI integrations that store LLM provider credentials used by evaluators and other Arize features. Supports any LLM provider (e.g. OpenAI, Anthropic, Azure OpenAI, AWS Bedrock, Vertex AI,…

• Arduino Azure Iot Edge Integration

  by @github

  Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and production guardrails.

• Azure Resource Visualizer

  by @github

  Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this skill when the user asks for a diagram of their Azure resources or help in…

• Azure Smart City Iot Solution Builder

  by @github

  Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan with concrete implementation artifacts.

• Brag Sheet

  by @github

  Turn vague "what did I do?" into evidence-backed impact statements for performance reviews, self-reviews, promotion packets, and weekly updates. Uniquely mines Copilot CLI session logs to reconstruct forgotten work, plus git…

• Agent Governance

  by @github

  Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call external tools (APIs, databases, file systems) - Implementing policy-based access…

• Agent Owasp Compliance

  by @github

  Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks. Use this skill when: - Evaluating an agent system's security posture before production deployment - Running a compliance check against…

• Azure Static Web Apps

  by @github

  Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, configuring staticwebapp.config.json, adding Azure Functions APIs to SWA,…

• Aws Cdk Python Setup

  by @github

  Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python. This skill enables users to configure environment prerequisites, create new CDK projects, manage dependencies, and deploy to…

• Azure Role Selector

  by @github

  When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the role that will meet the requirements with least privilege access and how to apply that role.

• Aws Cloudwatch Investigation

  by @github

  Reusable investigation patterns for AWS CloudWatch: Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing decision tree, and PromQL-style metric query patterns for structured incident triage.

• Aws Resource Query

  by @github

  Query AWS resources using natural language. Covers EC2, S3, RDS, Lambda, ECS, EKS, Secrets Manager, IAM, VPC, networking, messaging, and more. Strictly read-only — no writes, deletes, or mutations.

• Aws Cost Optimize

  by @github

  Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues for identified optimizations.

• Az Cost Optimize

  by @github

  Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.

• Azure Well Architected Review

  by @github

  Perform an Azure Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.

• Aws Well Architected Review

  by @github

  Perform an AWS Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.

• Aws Resource Health Diagnose

  by @github

  Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems.

• Azure Resource Health Diagnose

  by @github

  Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.

• Breakdown Epic Arch

  by @github

  Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document.

• Llm Wiki

  by @volcengine

  Compile heterogeneous knowledge sources—including documents, notes, web content, transcripts, research materials, and code repositories—into a Karpathy-style, evidence-grounded LLM Wiki with a maintained index; default entity…

• Ov Server Operate

  by @volcengine

  Operate and maintain OpenViking server - configure, install, start, stop, and cleanup the server. Use when need to setup or manage OpenViking service deployment.

• Build Mcp Server

  by @anthropics

  This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude", "expose tools to Claude", "make an MCP app", or discusses building something with the…

• Build Mcp App

  by @anthropics

  This skill should be used when the user wants to build an "MCP app", add "interactive UI" or "widgets" to an MCP server, "render components in chat", build "MCP UI resources", make a tool that shows a "form", "picker",…

• Claude Automation Recommender

  by @anthropics

  Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommendations, wants to optimize their Claude Code setup, mentions improving Claude…

• Ctf Sandbox Orchestrator

  by @zhaoxuya520

  Default entrypoint and master ctf-sandbox-orchestrator workflow for CTF, exploit, reverse engineering, DFIR, pwnable, crypto, stego, mobile, AI-agent, cloud, container, Active Directory, Windows-host, and identity challenges.…

• Attack Chain

  by @zhaoxuya520

  Use for authorized multi-stage attack-path planning and orchestration when a task spans reconnaissance, initial access, privilege escalation, lateral movement, or impact assessment. Route single-stage tasks directly to their…

• Competition Forensic Timeline

  by @zhaoxuya520

  Internal downstream skill for ctf-sandbox-orchestrator. CTF-sandbox workflow for DFIR chronology, cross-artifact correlation, persistence chains, and incident timeline reconstruction. Use when the user asks to build a forensic…

• Competition Agent Cloud

  by @zhaoxuya520

  Internal downstream skill for ctf-sandbox-orchestrator. CTF-sandbox workflow for AI-agent, prompt-injection, MCP or toolchain, cloud, container, CI/CD, and supply-chain challenges. Use when the user asks to analyze…

• Cloud K8s

  by @zhaoxuya520

  Use for authorized cloud, container, and Kubernetes security assessment including metadata SSRF, IAM misconfig, container escape paths, and cluster RBAC review.

• Terraform Skill

  by @agentscope-ai

  Use when working with Terraform or OpenTofu - creating modules, writing tests (native test framework, Terratest), setting up CI/CD pipelines, reviewing configurations, choosing between testing approaches, debugging state issues,…

• Terraform Cli Setup

  by @agentscope-ai

  Terraform CLI 安装与初始化技能。当用户本地未安装 Terraform 时自动完成安装，确保 terraform 命令可用并能执行 init/validate。不负责 Provider 凭证配置，凭证在实际使用时由 terraform-skill 引导。