DevOps & Infra

DevOps agent skills automate the delivery side of software: CI/CD pipelines, Dockerfiles, infrastructure as code, releases, and incident checklists. A skill gives your AI agent the exact runbook to follow, so deployments and configs come out consistent every time.

vamseeachanta Skill

Sweetviz Sweetviz In Data Pipeline

Sub-skill of sweetviz: Sweetviz in Data Pipeline.

Audited Sep 17
vamseeachanta Skill

SQL Queries Bigquery Google Cloud

Sub-skill of sql-queries: BigQuery (Google Cloud) (+2).

Audited Sep 17
vamseeachanta Skill

Docker 4 Networking Patterns

Sub-skill of docker: 4. Networking Patterns (+1).

Audited Sep 17
vamseeachanta Skill

Document RAG Pipeline Architecture

Sub-skill of document-rag-pipeline: Architecture.

Audited Sep 17
vamseeachanta Skill

Office Docs Document Generation Pipeline

Sub-skill of office-docs: Document Generation Pipeline (+2).

Audited Sep 17
vamseeachanta Skill

Cfd Pipeline Pipeline Overview

Sub-skill of cfd-pipeline: Pipeline Overview.

Audited Sep 17
vamseeachanta Skill

Nextflow Pipelines Docker Issues

Sub-skill of nextflow-pipelines: Docker issues (+2).

Sep 17
vamseeachanta Skill

Data Analysis Data Pipeline Architecture

Sub-skill of data-analysis: Data Pipeline Architecture (+2).

Audited Sep 17
vamseeachanta Skill

Cfd Pipeline Validation Points In The Pipeline

Sub-skill of cfd-pipeline: Validation Points in the Pipeline (+1).

Audited Sep 17
vamseeachanta Skill

Hydrodynamic Pipeline Checkpoint 1 Mesh Quality

Sub-skill of hydrodynamic-pipeline: Checkpoint 1: Mesh Quality (+2).

Audited Sep 17
vamseeachanta Skill

Fe Analyst Dnv Os F101 Pipeline Code Checks

Sub-skill of fe-analyst: DNV-OS-F101 Pipeline Code Checks (+2).

Audited Sep 17
vamseeachanta Skill

Dspy Example 1 Engineering Report Analysis Pipeline

Sub-skill of dspy: Example 1: Engineering Report Analysis Pipeline (+2).

Audited Sep 17
vamseeachanta Skill

Cfd Pipeline Openfoam Case Setup From Mesh

Sub-skill of cfd-pipeline: OpenFOAM Case Setup from Mesh (+2).

Audited Sep 17
vamseeachanta Skill

Teams API Azure Devops Pipeline Integration

Sub-skill of teams-api: Azure DevOps Pipeline Integration (+1).

Audited Sep 17
vamseeachanta Skill

Gmsh Openfoam Orcaflex Pipeline Architecture

Sub-skill of gmsh-openfoam-orcaflex: Pipeline Architecture.

Audited Sep 17
vamseeachanta Skill

Document RAG Pipeline Performance Metrics Real World

Sub-skill of document-rag-pipeline: Performance Metrics (Real-World).

Audited Sep 17
vamseeachanta Skill

Data Pipeline Processor Example 1 Simple CSV Processing

Sub-skill of data-pipeline-processor: Example 1: Simple CSV Processing (+3).

Audited Sep 17
vamseeachanta Skill

Hydrodynamic Pipeline Orcaflex Model Assembly

Sub-skill of hydrodynamic-pipeline: OrcaFlex Model Assembly (+1).

Audited Sep 17
vamseeachanta Skill

Solidworks To Blender Pipeline

Use when converting SolidWorks .sldprt/.sldasm geometry to Blender for rendering, animation, or visualization, including questions about STEP export settings, FreeCAD as a bridge, or which mesh format (STL/OBJ/GLTF) to choose.

Audited Sep 17
vamseeachanta Skill

Data Pipeline Processor Do

Sub-skill of data-pipeline-processor: Do (+6).

Audited Sep 17
vamseeachanta Skill

Cathodic Protection

Expert Electrical Engineer specializing in cathodic protection (CP) systems for oil and gas industry. Use for CP system design, corrosion prevention, sacrificial anode calculations, impressed current systems, pipeline integrity, coating defects, and NACE/ISO standards compliance.

Audited Sep 17
ferroxlabs Bundle

Load Tester

Load and stress testing expertise covering k6, Locust, and JMeter patterns, test scenario design (smoke, load, stress, spike, soak), virtual user modeling, think time configuration, ramp patterns, performance thresholds, result analysis, bottleneck identification, and cloud load testing strategies. Use when the user asks about load tester, load tester best practices, or needs guidance on load tester implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 Sep 17
ferroxlabs Bundle

Ml Pipeline

ML pipeline design covering feature engineering, model training workflows, hyperparameter tuning, cross-validation, experiment tracking (MLflow, W&B), model versioning, data versioning (DVC), reproducibility, and pipeline orchestration. Use when the user asks about ml pipeline, ml pipeline best practices, or needs guidance on ml pipeline implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 Sep 17
ferroxlabs Bundle

AWS Patterns

Guides expert-level aws architecture patterns implementation: cloud and architecture decision frameworks, production-ready patterns, and concrete templates for aws patterns workflows. Use when the user asks about aws architecture patterns, aws patterns configuration, or cloud best practices for aws projects. Do NOT use when the user needs a different devops cloud capability -- check sibling skills in the devops cloud subcategory.

37 Sep 17
ferroxlabs Bundle

Dbt Engineer

Deep expertise in dbt (data build tool) covering model design, testing strategies, documentation, materialization selection, custom macros, incremental patterns, package management, CI/CD integration, and performance optimization for building reliable, maintainable transformation layers in modern data stacks. Use when the user asks about dbt engineer, dbt engineer best practices, or needs guidance on dbt engineer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 Sep 17
ferroxlabs Bundle

GCP Patterns

Guides expert-level gcp architecture patterns implementation: cloud and architecture decision frameworks, production-ready patterns, and concrete templates for gcp patterns workflows. Use when the user asks about gcp architecture patterns, gcp patterns configuration, or cloud best practices for gcp projects. Do NOT use when the user needs a different devops cloud capability -- check sibling skills in the devops cloud subcategory.

37 Sep 17
ferroxlabs Bundle

Land New Job

Guides the user through a complete job search process from resume optimization through offer evaluation, chaining 7 atomic skills in sequence with decision points for employment status, industry, and timeline pressure. Use when the user wants to find and land a new job, conduct a structured job search, or navigate the full application-to-offer pipeline. Do NOT use for career pivots to a completely new field (use switch-careers workflow), freelancing (use start-freelancing workflow), or internal promotions (use negotiate-raise workflow).

37 Sep 17
ferroxlabs Bundle

Nlp Engineer

NLP processing covering tokenization, named entity recognition, sentiment analysis, text classification, summarization, topic modeling, language detection, text preprocessing, transformer architecture, and Hugging Face pipeline usage. Use when the user asks about nlp engineer, nlp engineer best practices, or needs guidance on nlp engineer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 Sep 17
ferroxlabs Bundle

AWS Architect

AWS architecture. Well-Architected Framework pillars, VPC design, IAM best practices, Lambda/ECS/EKS selection, RDS/DynamoDB selection, S3 patterns, CloudFront CDN, EventBridge, cost optimization, multi-account strategy. Use when the user asks about aws architect, aws architect best practices, or needs guidance on aws architect implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 Sep 17
ferroxlabs Bundle

Data Pipeline

Data pipeline orchestration expertise covering Airflow DAG design, dbt models, pipeline patterns (batch, micro-batch, streaming), dependency management, idempotency, backfill strategies, data lineage tracking, and monitoring for building reliable, observable data workflows. Use when the user asks about data pipeline, data pipeline best practices, or needs guidance on data pipeline implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 Sep 17
ferroxlabs Bundle

Data Scrubber

Data cleaning automation expertise covering missing value strategies, outlier detection methods, duplicate detection and deduplication, data type correction, text normalization, date parsing across formats, encoding fixes, validation rules, pipeline design patterns, and data quality reporting. Use when the user asks about data scrubber, data scrubber best practices, or needs guidance on data scrubber implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 Sep 17
ferroxlabs Bundle

Etl Architect

Expert ETL pipeline design covering extract patterns (CDC, full load, incremental), transform strategies (SCD types, data cleansing), load patterns (upsert, merge), error handling, data quality checks, scheduling, and orchestration tools for building reliable data integration systems. Use when the user asks about etl architect, etl architect best practices, or needs guidance on etl architect implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 Sep 17
ferroxlabs Bundle

GCP Architect

GCP architecture. GCP best practices, VPC networking, IAM and service accounts, Cloud Run vs GKE vs Cloud Functions, Cloud SQL/Spanner/Firestore, Cloud CDN, Pub/Sub, cost optimization, organization hierarchy. Use when the user asks about gcp architect, gcp architect best practices, or needs guidance on gcp architect implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 Sep 17
ferroxlabs Bundle

Azure Patterns

Guides expert-level azure architecture patterns implementation: cloud and architecture decision frameworks, production-ready patterns, and concrete templates for azure patterns workflows. Use when the user asks about azure architecture patterns, azure patterns configuration, or cloud best practices for azure projects. Do NOT use when the user needs a different devops cloud capability -- check sibling skills in the devops cloud subcategory.

37 Sep 17
ferroxlabs Bundle

Data Validator

Data validation and quality expertise covering Great Expectations patterns, schema validation, statistical validation, referential integrity checks, data profiling, anomaly detection, data contracts, quality scoring, and automated testing strategies for ensuring data reliability throughout the pipeline. Use when the user asks about data validator, data validator best practices, or needs guidance on data validator implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 Sep 17
ferroxlabs Bundle

File Processor

File processing pipeline expertise covering upload handling (multipart, streaming, resumable), virus scanning, image processing, PDF generation, storage backends, presigned URLs, and file type validation. Use when the user asks about file processor, file processor best practices, or needs guidance on file processor implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

37 Sep 17

Frequently asked questions

What are DevOps & Infra agent skills?

Which DevOps & Infra skills are most installed?

Popular DevOps & Infra skills on SkillMD right now include sweetviz-sweetviz-in-data-pipeline, sql-queries-bigquery-google-cloud, docker-4-networking-patterns. Rankings shift as installs change; sort this page by "Most installs" for the live list.

Do DevOps & Infra skills work with Claude Code and Cursor?

Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.