Best Best AI Agent Skills for DevOps & Infrastructure

Implement distributed tracing with Jaeger and Tempo for request flow visibility across microservices.

This skill provides comprehensive guidance for generating well-structured, secure, and production-ready Kubernetes manifests following cloud-native best practices and Kubernetes conventions.

General-purpose browser automation skill using Playwright for various automation tasks based on user requests.

Optimizes vector indexes for enhanced production performance by tuning HNSW parameters and implementing quantization strategies. Developers benefit from improved search latency and memory efficiency, ensuring faster and more scalable vector searches in large datasets.

Optimizes build processes in Turborepo by configuring caching mechanisms and pipelines. Enhances CI/CD performance by reducing build times through effective caching and task dependency management.

Implements declarative Git-based continuous delivery for Kubernetes using tools like ArgoCD or Flux. This skill simplifies Kubernetes deployments by automating the process from Git, minimizing manual errors and increasing deployment speed.

Facilitates the setup and management of Nx monorepos by defining project structures and boundaries. Increases development efficiency by automating CI processes and enforcing dependency rules, reducing integration issues.

Manages distributed transactions and long-running business processes in microservices architectures. By implementing a saga orchestration pattern, it facilitates coordinated multi-service actions that enhance reliability and failure handling.

Facilitates the design of cloud-agnostic architectures suitable for multi-cloud environments. By enabling informed service selection across providers, it streamlines cloud strategies and optimizes costs.

Facilitates the creation and management of Helm charts for deploying applications on Kubernetes. By using this skill, developers can streamline chart packaging, reduce configuration errors, and ensure best practices are consistently followed during deployments.

Facilitates the writing of unit tests for shell scripts using Bats, a Bash Automated Testing System. By implementing this skill, developers can enhance code reliability and streamline testing practices, ultimately reducing bugs in production environments.

Facilitates static analysis and linting of shell scripts using ShellCheck to identify potential issues and enforce coding standards. By integrating this skill, developers enhance script reliability and maintainability, ultimately reducing errors during execution.

Facilitates the establishment of secure and efficient network connections between on-premises data centers and various cloud providers. This skill enhances organizational infrastructure by streamlining connectivity, ultimately improving performance and reliability during cloud migrations or hybrid setups.

Ensures adherence to PCI DSS standards for securely processing payment information. By utilizing this skill, developers can mitigate risks and avoid costly compliance violations during transactions.

Defines best practices and patterns for constructing DAGs in Apache Airflow, including task dependencies and operator usage. Developers benefit from enhanced productivity and reduced errors by following these production-ready patterns to build and maintain their workflow orchestration.

Connects various security threats to their corresponding controls to facilitate comprehensive security planning. By implementing this skill, developers can prioritize their security investments effectively and enhance their overall defense strategy against potential attacks.

Defines and tracks Service Level Indicators (SLIs) and Service Level Objectives (SLOs) for operational reliability. Helps teams maintain user satisfaction by providing measurable targets that guide service performance and alerting strategies.

Handles the implementation of observability patterns for service meshes like Istio and Linkerd. By using this skill, developers can enhance system reliability and performance through effective monitoring and troubleshooting of service interactions.

Facilitates the creation of comprehensive incident response runbooks for handling various incidents. By utilizing these templates, teams can streamline their response efforts, ensuring faster recovery and effective communication during critical situations.

Configures and optimizes Static Application Security Testing (SAST) tools for enhanced security scanning. Developers benefit from improved code security through automated checks, minimizing vulnerabilities before deployment.

Facilitates smooth transitions of on-call responsibilities during shift changes by structuring handoff processes. Allows teams to maintain operational continuity and enhance incident management efficiency through comprehensive documentation and communication.

Handles the setup and management of mutual TLS for secure communication between services in zero-trust environments. By implementing this skill, practitioners enhance security, ensuring that only verified services can communicate, thus protecting sensitive data.

Facilitates systematic identification of potential security threats using the STRIDE framework. By employing this skill, organizations can enhance their security posture and streamline the threat modeling process, thus ensuring comprehensive risk assessments.

Manages service-to-service traffic routing in Istio-based environments. Streamlines deployment processes by enabling advanced traffic management features like canary releases and load balancing.

Facilitates efficient build management in large Bazel monorepos by optimizing build configurations and processes. This skill enhances productivity by significantly reducing build times and simplifying complex dependencies management for developers.

Facilitates the deployment and configuration of a secure service mesh using Linkerd for Kubernetes environments. Developers gain improved service communication, automatic mTLS, and traffic management capabilities, enhancing application reliability and security.

Manages the development and deployment of Cloudflare Workers and their resources efficiently. By automating the setup and monitoring processes, it enhances productivity and reduces errors during worker management.

Facilitates the deployment and management of applications on the Cloudflare platform through a variety of services like serverless functions and stateful coordination. This skill streamlines workflows by consolidating necessary steps for authentication, code execution, and data storage, reducing time spent on deployment processes.

Handles browser automation tasks such as navigating, interacting, and testing web applications. Installs enable developers to automate workflows, significantly reducing manual testing time and increasing reliability.

Streamlines GitHub operations by utilizing the `gh` CLI, ensuring efficient management of pull requests and other tasks. Developers benefit by reducing time and complexity in workflows, leading to faster integration cycles and fewer errors.

Provides guidelines for using best practices in creating animations with ManimGL, focusing on core concepts and various animation techniques. By following these practices, developers can produce higher-quality animations more efficiently and avoid common pitfalls.

Facilitates structured decision-making processes for architecture by capturing the rationale behind choices made during a project. This promotes clarity and alignment among team members, reducing time spent on resolving misunderstandings in architectural design.

Performs static code analysis to identify security vulnerabilities and enforce coding standards. Developers benefit from immediate feedback on code quality, significantly reducing security risks and accelerating the review process.

Automates browser tasks using Puppeteer scripts to simplify web interaction. This skill saves developers time by streamlining processes like navigation, screenshot generation, and performance analysis through automation.

Handles the deployment of Next.js applications to the Vercel platform by optimizing build settings and configuring runtime environments. By installing this skill, developers streamline the deployment process and minimize potential errors, ensuring faster and more reliable application launches.

Audits and improves CLAUDE.md files to ensure project context is well-documented and current. By automating the evaluation process, it significantly enhances the quality of project documentation, reducing confusion and saving time for teams.

Automates the setup of CI/CD pipelines, Terraform configurations, and deployment processes for senior DevOps practitioners. By using this skill, developers streamline their workflows, reduce setup time, and enforce best practices across their projects.

Manages the orchestration and execution of complex workflows across various tasks and services. Developers gain increased efficiency and reduced operational burden by shifting from fragile cron jobs to more reliable, automated workflows.

Full-stack Nuxt framework with database, KV, blob, and cache. Multi-cloud support (Cloudflare, Vercel, Deno, Netlify).

Enables the deployment and execution of Python functions in a serverless cloud environment. By using Modal, developers can scale applications efficiently and only pay for the compute resources they utilize, significantly reducing operational costs.

Facilitates the design and implementation of advanced AI and ML systems with a focus on prompt engineering and system optimization. By installing this skill, developers improve their capability to build scalable, production-grade architectures that enhance performance and reliability.

Facilitates backend AI integration using Vercel AI SDK, handling structured input and output generation for diverse tasks. By installing this skill, developers can enhance their applications with powerful AI functionalities, streamline workflows, and reduce manual coding errors.

This skill facilitates thorough, line-by-line code analysis for audits by establishing a granular understanding of the codebase. By employing deep context-building techniques, users can significantly enhance comprehension, reducing errors and improving the quality of security audits.

Facilitates the development of computer use agents through a structured Perception-Reasoning-Action loop. By automating screen analysis and action execution, it streamlines the task of building complex automation scripts and reduces the potential for human error.

Handles secure file uploads by validating file types and managing upload sizes. By implementing robust security measures, it safeguards against common vulnerabilities and enhances system stability.

Implements a philosophy of making incremental improvements across coding and design processes. This approach leads to higher quality outcomes by systematically reducing errors and optimizing workflows without overwhelming complexity.

Conducts thorough security audits for Convex applications by evaluating key areas such as authorization logic and data access boundaries. By implementing this skill, developers can enhance application security, reducing vulnerabilities and ensuring compliance with best practices.

Manages complex job processing workflows within applications using BullMQ. Installing it enhances efficiency by ensuring reliable and optimized job handling, which minimizes system downtime during high load periods.

Implements red team tactics modeled after the MITRE ATT&CK framework for comprehensive adversary simulation. By installing this skill, practitioners can enhance their security assessments and better prepare for real-world attacks, ultimately strengthening their defenses against potential threats.

Facilitates structured Git operations by providing guidelines for commits, branches, and pull requests. Streamlines collaborative workflows and enhances code quality by ensuring adherence to best practices in version control.