Plan, build, and validate Microsoft Teams bots and agents with Teams SDK or Microsoft 365 Agents SDK, Microsoft Entra, Adaptive Cards, and tenant deployment boundaries.
Create professional architecture diagrams and visual documentation for complex software systems. Covers C4 model diagrams (Context, Container, Component, Deployment, Dynamic),…
Use when you need framework-agnostic Docker and container image guidance for Java projects - Dockerfile design, multi-stage Maven builds, jlink custom runtimes, micro runtime…
TechSmith deploy integration for Snagit COM API and Camtasia automation. Use when working with TechSmith screen capture and video editing automation.
Builds Tekton CI/CD pipelines on Kubernetes using the Tekton Pipelines API and tkn CLI. Composes Tasks, PipelineRuns, and TriggerBindings with proper workspace and result…
Validates Tekton Pipeline YAML manifests against the Tekton Pipelines API schema. Uses tkn CLI and Kubernetes admission webhooks to catch misconfigurations before deployment.
Tekton CI/CD pipelines — Tasks, Pipelines, Triggers, Workspaces for Kubernetes-native
Generates executive-level summaries of recent US telecommunications law developments covering spectrum rights, network access, privacy, infrastructure, and enforcement.
Comprehensive toolkit for Telegram bot development, testing, debugging, and deployment. Specializes in python-telegram-bot, Telethon, scene management patterns, middleware…
Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need 10-100x fa — from…
Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need 10-100x fa — from…
NVIDIA TensorRT model optimization and deployment. Convert models to TensorRT engines, configure optimization profiles and precision modes, apply INT8 calibration, analyze kernel…
Expert guidance for CapRover, the open-source PaaS that turns any Linux server into a Heroku-like platform with automatic HTTPS, one-click app deployment, and Docker-base — from…
Expert guidance for Dokploy, the open-source, self-hosted Platform as a Service alternative to Vercel, Netlify, and Heroku.
Expert guidance for Koyeb, the serverless cloud platform for deploying full-stack applications, APIs, and workers globally with automatic scaling, built-in CI/CD, and edge…
Expert guidance for Nixpacks, the build system created by Railway that automatically detects your application's language and framework, installs dependencies, and produces…
Expert guidance for Northflank, the cloud platform that combines PaaS simplicity with Kubernetes power for deploying applications, databases, and jobs.
Expert guidance for Porter, the platform that provides a Heroku-like experience on your own AWS, GCP, or Azure account.
When the user wants to run integration tests with real dependencies using Docker containers managed by Testcontainers.
Expert guidance for Xata, the serverless data platform that combines PostgreSQL, Elasticsearch, and AI capabilities in a single API.
Expert guidance for Zeabur, the cloud deployment platform that auto-detects frameworks, builds and deploys applications with zero configuration, and provides managed services like…
Terraform and OpenTofu configuration, modules, testing, state management, and HCL review. Use when working with Terraform, OpenTofu, HCL, tfvars, tftest, state migration — from…
Finds and implements native Terraform Actions for Azure resources in a Terraform codebase. Supports the azurerm and azapi providers. Requires terraform >= 1.14 and azapi >= 2.9.
Specialized skill for analyzing Terraform configurations. Supports parsing, security scanning (tfsec, checkov), cost estimation (infracost), drift detection, and plan…
Apply Terraform changes safely when Terraform configuration updates are made (.tf files, modules, or terraform.lock.hcl).
Use when designing, reviewing, or hardening Terraform apply orchestration and environment promotion after the gate exists and infrastructure-platform and reliability have decided…
Use this agent when you need to generate Terraform configurations or review existing .tf files for security and cost issues.
Terraform-focused pre-commit + atomic-commit Skill for IaC repos (fmt/validate/tflint/terraform-docs) with strict atomicity and no AI commit signatures.
Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure.
Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual resource changes.
Quick reference for Terraform conventions including file organization, naming, modules, state, security, and anti-patterns. Use when writing or reviewing Terraform code.
How to read Terraform state, interpret a plan diff, and apply infrastructure changes safely. Use this before any scale, apply, or destroy so the change is grounded in current…
Terraform in CI/CD — plan on PR, apply on merge, OIDC auth, drift detection, importing existing resources, common CLI commands, anti-patterns, and Terraform vs Pulumi vs CDK…
Terraform Cloud MCP Server is built around Terraform infrastructure as code. The underlying ecosystem is represented by hashicorp/terraform (47,996+ GitHub stars).
Orchestrates Terraform Cloud runs via the TFC API v2 /runs endpoint with plan-only and auto-apply modes.
Orchestrates Terraform Cloud run pipelines via the TFC API v2 and tfe provider. Manages workspace variables, Sentinel policy checks, and cost estimation hooks with automatic plan…
Queries the Terraform Cloud API to inspect plan outputs, apply logs, and state file changes. Analyzes resource diffs including module-level changes, provider version constraints,…
Automates Terraform Cloud workspace runs using the TFC API v2. Creates runs via POST /api/v2/runs with plan-only or auto-apply modes, streams plan output from…
Infrastructure as Code best practices for Azure Terraform templates. AVM-first, CAF naming, security baseline.
Generate Terraform docs and inject them into terraform/README.md using terraform-docs markdown table output-mode inject.
Run the standard terraform-docs update workflow for Terraform module repositories when users ask to regenerate or update README docs.
Detects infrastructure drift using terraform plan -detailed-exitcode and the Terraform Cloud API. Compares state files against live resources across AWS, GCP, and Azure providers.
Detect infrastructure drift by comparing Terraform state with live cloud resources using terraform plan and the Terraform Cloud API.
Implements Terraform fixes and new modules for ECS Fargate + ECR + RDS deployments on AWS. Use when the plan requires creating or fixing ECS task definitions, ECS services, ECR…
Use when implementing infrastructure as code with Terraform across AWS, Azure, or GCP. Invoke for module development (create reusable modules, manage module versioning) — from…
Infrastructure as Code (IaC) expert using Terraform/OpenTofu, HCL, and modern state management.
Generate Terraform infrastructure configs. Use when provisioning cloud resources.
Guide Terraform pour l'Infrastructure as Code — modules, state management, workspaces et bonnes pratiques.
Specialized skill for Terraform and Infrastructure as Code operations. Execute terraform commands, validate HCL, analyze state and drift, generate modules, and support multi-cloud…
Terraform and OpenTofu infrastructure as code — module design, state management, multi-environment setups, remote backends, secrets management, CI/CD integration.
Terraform nach HashiCorp-Best-Practices. Deploy=Hochrisiko/HITL. Trigger: Terraform/IaC.
Terraform infrastructure as code workflow for provisioning cloud resources, creating reusable modules, and managing infrastructure at scale.
Comprehensive Terraform Infrastructure as Code skill covering resources, modules, state management, workspaces, providers, and advanced patterns for cloud-agnostic infrastructure…
Route Terraform and IaC tasks to the right specialist from the cross-cloud IaC catalog. Use when you do not already know the specific IaC specialist needed.
The official HashiCorp Terraform MCP server integrates with the Terraform Registry and HCP Terraform, enabling AI agents to browse providers, discover modules, manage workspaces,…
Scaffold a new Terraform module with the canonical file layout — terraform.tf, main.tf, variables.tf, outputs.tf, README.md — and house style.
Use when creating, restructuring, or reviewing the Terraform repository and module layout after infrastructure-platform has decided the environment ladder, module boundaries, and…
Audits Terraform .tf modules for ECS Fargate + ECR + RDS deployments. Validates module structure, provider versions, ECS task definition parameters, networking configuration, and…
Terraform Module Creator - Auto-activating skill for DevOps Advanced. Triggers on: terraform module creator, terraform module creator Part of the DevOps Advanced skill ca — from…
Use when designing Terraform modules for reuse, structuring root vs child modules, choosing variable shapes (object vs flat list), wiring versioning + module registries, managing…