DevOps & Infra

ferroxlabs Bundle

Security integration in CI/CD pipelines covering SAST and DAST tooling, container image scanning, dependency vulnerability auditing, infrastructure-as-code security scanning, secret detection, security gates with policy-as-code, compliance automation, supply chain security, and developer security enablement. Use when the user asks about devsecops engineer, devsecops engineer best practices, or needs guidance on devsecops engineer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

ferroxlabs Bundle

Becomes a senior site reliability engineering lead who commands incident response by coordinating investigation, communication, and remediation across specialist agents. Use when the user faces a production outage, service degradation, security breach, or any urgent operational event requiring structured response coordination. Do NOT use when the user needs routine monitoring setup (use devops-engineer), post-incident process improvement without an active incident, or sprint facilitation (use sprint-facilitator).

ferroxlabs Bundle

Integration test design expertise covering test boundary identification, database testing with Testcontainers, API testing strategies, message queue testing, external service mocking with WireMock, test data management, cleanup strategies, CI pipeline integration, and test environment configuration. Use when the user asks about integration tester, integration tester best practices, or needs guidance on integration tester implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

ferroxlabs Bundle

Build self-service infrastructure platforms with Terraform modules, provisioning automation, approval workflows, and developer-friendly abstractions Use when the user asks about self service infra, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of self service infra or requires a different specialized skill.

ferroxlabs Bundle

Becomes a senior agile coach who facilitates sprint ceremonies, tracks velocity, and drives impediment resolution for software development teams. Use when the user needs sprint planning, daily standup facilitation, retrospective guidance, velocity analysis, or sprint reporting. Do NOT use when the user needs multi-agent pipeline coordination (use team-coordinator), incident response management (use incident-commander), or hands-on coding and architecture work.

ferroxlabs Bundle

Infrastructure as Code with Terraform. Module design, state management (remote backends), workspace strategy, resource lifecycle, data sources, provisioners, Terraform Cloud, drift detection, import existing infrastructure, testing IaC. Use when the user asks about terraform engineer, terraform engineer best practices, or needs guidance on terraform engineer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

plurigrid Bundle

Warehouse audio pipeline for live capture, transcription, and narration from meeting room mics via Tailscale. Triggers: livestream, warehouse audio, transcription pipeline, meeting capture, whisper.

plurigrid Bundle

Go-based security techniques from "Black Hat Go" extended with macOS, Cloud, Mobile, IoT, Supply Chain, API, Web3, AI/ML, Red Team, ATT&CK, and LLM chapters. 186 techniques, 36 tools, 33 defenses across 37 chapters. Includes adversarial bisimulation games with Ungar (order-dependent) and join-semilattice structures. AAIF-compatible multiplayer agent games for human-agent security exercises.

plurigrid Bundle

Manage and deploy ComfyUI workflow skills using the comfy-skills CLI.

plurigrid Bundle

Atlas of REPL-using skills across Clojure, Scheme, Julia, Python, Hy, Unison, Emacs-bridged, and database families. Use when picking an interactive-evaluation tool, threading forms across language boundaries, or establishing a cross-language nREPL/comint/Geiser pipeline.

ferroxlabs Bundle

Open source monorepo management expertise covering multi-package repository architecture, Changesets for versioning and changelogs, independent vs synchronized versioning, CI/CD optimization (caching, affected detection), workspace tooling (Turborepo, Nx, pnpm workspaces), and contributor experience in large repositories. Use when the user asks about monorepo oss manager, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of monorepo oss manager or requires a different specialized skill.

ferroxlabs Bundle

Expert guide for designing serverless applications using Lambda, Cloud Functions, and edge functions. Covers cold start optimization, event-driven patterns, infrastructure configuration, cost management, and production-ready serverless architectures. Use when the user asks about serverless architect, serverless architect best practices, or needs guidance on serverless architect implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

ferroxlabs Bundle

Orchestrates the creation of a complete CI/CD pipeline from scratch by chaining five DevOps skills into a structured automation pipeline. Covers pipeline architecture design, workflow configuration, containerization, deployment strategy, and production monitoring. Use when the user needs to set up automated build, test, and deployment from zero or replace a manual deployment process. Do NOT use for tweaking an existing pipeline or adding a single CI job to an established workflow.

ferroxlabs Bundle

Produces a text mining protocol: defines the corpus, selects the analysis type (frequency, collocation, topic modeling, named entity extraction), specifies preprocessing steps, and produces the output interpretation framework. Use when the user asks to analyze a text corpus computationally, extract patterns from documents, identify topics in a collection of texts, or build a text mining pipeline for unstructured data. Do NOT use for sentiment classification (use sentiment-analysis-guide), qualitative coding of interviews (use qualitative-coding), survey question design (use survey-design), or competitive intelligence gathering (use competitive-intelligence).

ferroxlabs Bundle

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

ferroxlabs Bundle

Designs a data warehouse structure by selecting star or snowflake schema, defining fact tables and dimension tables, specifying grain for each fact table, and producing the entity-relationship description. Outputs a complete warehouse schema specification. Use when the user asks to design a data warehouse, build a dimensional model, create fact and dimension tables, or plan an analytics schema for reporting. Do NOT use for operational database schema design (use data-schema-design), ETL pipeline logic (use etl-pipeline-design), or dashboard layout (use bi-dashboard-spec).

ferroxlabs Bundle

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

ferroxlabs Bundle

GitHub Actions CI/CD expert covering workflow syntax, composite actions, reusable workflows, matrix strategies, self-hosted runners, caching strategies, secrets management, environment protection rules, and advanced workflow patterns. Use when the user asks about github actions expert, github actions expert best practices, or needs guidance on github actions expert implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

ferroxlabs Bundle

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

ferroxlabs Bundle

Multimodal AI pipeline design covering vision-language models, text-audio integration, image generation, model selection across modalities, preprocessing pipelines, fusion architectures, and production deployment of multi-modal inference systems. Use when the user asks about multimodal ai builder, multimodal ai builder best practices, or needs guidance on multimodal ai builder implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

ferroxlabs Bundle

Orchestrates structured developer onboarding by chaining five engineering skills into a progressive learning pipeline. Covers documentation review, version control setup, code review participation, test-driven first contribution, and commit conventions. Use when onboarding a new developer to a team or project with structured knowledge transfer. Do NOT use for self-directed learning, conference workshops, or onboarding non-developers to technical projects.

paulasilvatech Bundle

Install npm packages in a Docker sandbox with virtiofs-mounted workspaces by installing node_modules on local ext4 storage and symlinking back. Use when installing, reinstalling, or updating packages, or when native binaries such as esbuild, lightningcss, rollup, or vite crash with mmap, SIGILL, or SIGSEGV errors.

paulasilvatech Skill

Set up and initialize AWS CDK applications in Python, including prerequisites, credentials, project creation, virtual environments, dependencies, synthesis, bootstrap, diff, deploy, and troubleshooting. Use this skill when the user asks for AWS CDK Python setup instructions, a new CDK Python project, or first deployment guidance.

paulasilvatech Bundle

Provision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities through Microsoft Graph, and configure OAuth 2.0 token exchange including fmi_path, on-behalf-of, and cross-tenant flows with the Microsoft Entra SDK for AgentID sidecar. Use when the user works on an Agent Identity Blueprint, BlueprintPrincipal, agent OAuth, fmi_path token exchange, agent on-behalf-of flows, workload identity federation for agents, polyglot agent authentication, or Microsoft.Identity.Web.AgentIdentities.

paulasilvatech Bundle

Azure infrastructure patterns guide landing-zone, networking, identity, naming, tagging, and private connectivity decisions. Use this skill when designing hub-spoke networks, private endpoint patterns, Workload Identity, naming conventions, tag strategies, AKS architecture, Key Vault access, or secure PaaS topology.

paulasilvatech Bundle

List, find, and show Azure resources across subscriptions or resource groups using Azure Resource Graph queries. Use when the user asks to list websites, web apps, app services, virtual machines, storage accounts, or container apps, asks what resources they have, wants a resource inventory, searches resources by tag, runs tag analysis, discovers orphaned resources or unattached disks, counts resources by type, or performs a cross-subscription lookup.

paulasilvatech Skill

Scaffold a complete, production-ready Azure project from scratch for any use case, including RAG chatbots, multi-agent systems, API backends, data pipelines, Azure Functions, full-stack web apps, ML training and inference, and event-driven microservices. Use when the user wants to gather requirements through adaptive questioning and generate a full project structure with source files, Bicep infrastructure, azure.yaml for azd, Docker configuration, CI/CD workflows, a README with architecture diagrams, and Responsible AI documentation targeting Azure Container Apps, Microsoft Foundry, Azure Functions, or Azure ML.

paulasilvatech Skill

Create, configure, run, and deploy Azure Static Web Apps with the SWA CLI. Use when asked to deploy a static site to Azure, run SWA locally, configure staticwebapp.config.json, add Azure Functions APIs, set API runtimes, database connections, or GitHub Actions CI/CD for Static Web Apps.

paulasilvatech Bundle

Select, explain, and apply cloud design patterns for distributed systems across reliability, performance, messaging, architecture, deployment, security, and event-driven categories. Use when designing, reviewing, or implementing cloud workloads and distributed system architectures.

paulasilvatech Bundle

Capture Azure Cosmos DB for NoSQL workload requirements and produce access-pattern-driven data model artifacts. Use when the user asks to design a Cosmos DB NoSQL model, choose containers and partition keys, document access patterns, analyze aggregates, or create cosmosdb_requirements.md and cosmosdb_data_model.md.

paulasilvatech Bundle

Apply IRQL graph functions to existing KQL or IRQL query results for Kusto Explorer visualization, generating Lift_To_Graph mappings and composing Graph_Render_View, Graph_Fold_By_Property, Extract_Node_*, Enrich_Node_*, and Enrich_Graph_* calls. Use when the user supplies a query and wants Lift_To_Graph, Graph_Render_View, Graph_Fold_By_Property, IRQL graph enrichment, graph mapping for existing results, an icon-decorated graph, or folded graph nodes.

paulasilvatech Skill

Create or improve optimized multi-stage Dockerfiles with builder, dependency, test, and runtime stages. Use when the user asks for a multi-stage structure, smaller image, secure runtime image, Docker layer cache improvements, non-root container, .dockerignore, HEALTHCHECK, or Dockerfile best practices.

paulasilvatech Skill

Plan Qdrant server, SDK, storage, cluster, rolling, and Qdrant Cloud upgrades without interrupting availability or risking data integrity. Use this skill when the user asks how to upgrade Qdrant, move between minor versions, match SDK and server versions, perform a rolling upgrade, or use qcloud for Qdrant Cloud upgrades.

paulasilvatech Skill

Audit Python and BigQuery pipeline scripts for cost exposure, dry-run safety, bounded backfills, query pruning, idempotent writes, and observability. Use this skill when reviewing client.query, load_table_from_*, extract_table, copy_table, DDL/DML query jobs, external API calls, LLM calls, or storage writes before production use.

paulasilvatech Skill

Containerize an ASP.NET Core project for a Linux Docker container by creating a multi-stage Dockerfile, .dockerignore, optional health check, environment-variable configuration, and build verification. Use this skill when asked to dockerize, containerize, or create Docker assets for an ASP.NET Core or .NET web project.

paulasilvatech Bundle

Run and explain a credit risk data cleaning and variable screening pipeline for pre-loan modeling, including missing value analysis, abnormal period filtering, high-missing removal, low-IV filtering, high-PSI filtering, Null Importance denoising, high-correlation removal, organization-level analysis, OOS separation, and Excel report generation. Use this skill when working on credit risk data cleaning, variable screening, and pre-loan modeling preprocessing.