markus41
@markus41
Public Skills
specialist-subagents
by markus41
Designs specialist sub-agents with bounded scope, tools, and lifecycle.
hierarchical-decomposition
by markus41
Breaks large initiatives into orchestrator -> manager -> specialist execution trees.
manager-orchestration
by markus41
Establishes manager-level coordination contracts and cross-domain handoffs.
universal-templating
by markus41
Master all templating formats - Handlebars, Cookiecutter, Copier, Maven, and Harness - with format selection matrix, generation workflows, and best practices
harness-expert
by markus41
Expert-level Harness template types, runtime inputs, expression language, pipeline patterns (CI/CD, GitOps, Canary, Blue-Green), versioning, and step configurations
project-scaffolding
by markus41
Project type detection matrix, template recommendations per project type, post-scaffolding checklist, Harness integration patterns, and testing recommendations
Setup Wizard Skill
by markus41
Save progress for resume after failures
harness-code-integration
by markus41
Harness Code repository workflows, triggers, PR pipelines, branch protection, and GitOps integration for AWS EKS deployments
harness-eks-deployments
by markus41
AWS EKS deployment patterns via Harness CD - Native Helm, Kubernetes manifests, and GitOps strategies with rolling, canary, and blue-green deployments
harness-keycloak-auth
by markus41
Keycloak OIDC integration with Harness pipelines, EKS IRSA, service account authentication, and realm-as-code patterns
helm-development
by markus41
Helm chart development workflow including chart structure, values management, testing, linting, and publishing for EKS deployments with Keycloak integration
local-eks-development
by markus41
Local Kubernetes development with EKS parity using Kind, LocalStack for AWS services, and local Keycloak for authentication testing
pr-workflow
by markus41
Comprehensive knowledge for creating, managing, and merging pull requests with Jira integration, following best practices for code review, deployment, and team collaboration
task-details
by markus41
Enriches Jira tasks with comprehensive context, requirements analysis, and technical details through intelligent extraction, dependency mapping, and historical analysis
clean-architecture
by markus41
Clean Architecture and SOLID principles implementation including dependency injection, layer separation, domain-driven design, hexagonal architecture, and code quality patterns
Jira Issue Triage and Routing
by markus41
This skill should be used when the user asks to "triage issue", "classify ticket", "route jira", "analyze priority", "categorize issue", "determine complexity", "route to agents", or needs guidance on classifying, prioritizing, and routing Jira issues to appropriate agents and workflows.
Confluence Documentation Patterns
by markus41
Guide for creating and managing technical documentation in Confluence with Jira integration.
harness-cd
by markus41
Harness CD (Continuous Delivery) for Kubernetes, Helm, Terraform, ECS, and serverless deployments with GitOps, approval gates, rollback strategies, and multi-environment promotion
harness-ci
by markus41
Harness CI (Continuous Integration) for container-native builds with test intelligence, caching, parallelization, and build infrastructure management
harness-mcp
by markus41
Harness MCP (Model Context Protocol) server integration for AI-powered CD operations, pipeline management, Git repositories, pull requests, code review comments, and bidirectional Jira synchronization
Jira Orchestration Workflow
by markus41
This skill should be used when the user asks to "orchestrate jira", "work on issue", "complete jira ticket", "development workflow", "jira automation", "issue lifecycle", "work on story", "fix bug ticket", or needs guidance on coordinating development work through Jira with multi-agent orchestration patterns.
code-review
by markus41
Comprehensive code review knowledge including security, performance, accessibility, and quality standards across multiple languages and frameworks
harness-platform
by markus41
Harness Platform administration including delegates, RBAC, connectors, secrets, templates, policy as code (OPA), user management, audit logs, and governance
Home Assistant Brain Skill
by markus41
Frigate Integration
Ollama Mastery Skill
by markus41
Ollama Model Library
Home Automation Skill
by markus41
Node-RED Documentation
Perception Pipeline Skill
by markus41
CompreFace
Infrastructure Foundation Skill
by markus41
MinIO Documentation
Intelligence Layer Skill
by markus41
AnythingLLM Documentation
AI Core Skill
by markus41
Qdrant Documentation
Microsoft Agents Skill
by markus41
AutoGen with Ollama
Component Testing with Chakra UI
by markus41
Use these testing patterns to ensure your Chakra UI components work correctly, handle user interactions properly, and remain accessible to all users.
FastAPI Observability
by markus41
This skill should be used when the user asks to "add logging", "implement metrics", "add tracing", "configure Prometheus", "setup OpenTelemetry", "add health checks", "monitor API", or mentions observability, APM, monitoring, structured logging, distributed tracing, or Grafana. Provides comprehensive observability patterns.
Beanie ODM
by markus41
This skill should be used when the user asks to "create MongoDB model", "define Beanie document", "write MongoDB query", "create aggregation pipeline", "run database migration", "index MongoDB collection", or mentions Beanie, Motor, MongoDB documents, or async database operations. Provides MongoDB/Beanie ODM patterns for FastAPI.
CSS Generation Skill
by markus41
"Generate CSS, Tailwind, and styled-components code from design style selections"
Camera and NVR Skill
by markus41
Ubiquiti rtsp://ip:7447/camera_id
Lovelace Dashboard Design Skill
by markus41
Navigation - Clear path structure
React Accessibility with Chakra UI
by markus41
Use these accessibility patterns consistently to create inclusive applications that work for all users, including those using assistive technologies.
Design Styles Skill
by markus41
"Access 263+ design styles with AI-optimized prompt keywords for frontend development"
Energy Management Skill
by markus41
Coral TPU Object detection USB
Sensor Management Skill
by markus41
Energy energy kWh
FastAPI Patterns
by markus41
This skill should be used when the user asks to "create a FastAPI endpoint", "add async route", "implement dependency injection", "create middleware", "handle exceptions", "structure FastAPI project", or mentions FastAPI patterns, routers, or API design. Provides comprehensive FastAPI development patterns with async best practices.
Container Best Practices
by markus41
Expert guidance on dockerfile optimization, multi-stage builds, layer caching strategies, and base image selection. Activates when working with "dockerfile", "docker-compose", "multi-stage", "container optimization", "image layers", or "build cache".
FastAPI Background Tasks
by markus41
This skill should be used when the user asks to "create background task", "add async job", "implement task queue", "schedule periodic task", "use Celery", "use ARQ", "process async", or mentions background processing, task queues, job scheduling, workers, or async jobs. Provides multiple task queue framework patterns.
Chakra UI Component Patterns
by markus41
Use these patterns as starting points and customize them with theme tokens and responsive props to match your design system requirements.
Keycloak Theming Skill
by markus41
"Multi-tenant Keycloak authentication theming with realm-specific design systems"
Home Assistant Automation Skill
by markus41
Test with trace - Review automation traces
Ubuntu Deployment Skill
by markus41
Permission issues sudo chown -R $USER:$USER /opt/homeassistant
FastAPI Real-Time Features
by markus41
This skill should be used when the user asks to "add WebSocket", "implement real-time", "create file upload", "add S3 upload", "send email", "implement notifications", "broadcast events", or mentions WebSockets, file storage, email service, push notifications, or real-time communication. Provides WebSocket, file upload, and notification patterns.
FastAPI Caching
by markus41
This skill should be used when the user asks to "add caching", "implement Redis cache", "cache API response", "invalidate cache", "add cache layer", "optimize with caching", or mentions Redis, caching strategies, cache invalidation, or performance optimization. Provides Redis caching patterns for FastAPI.
Chakra UI Theming and Design Tokens
by markus41
Use these theming patterns to create consistent, maintainable design systems that scale with your application needs and support multiple color modes seamlessly.
fastapi-patterns
by markus41
FastAPI best practices, Pydantic models, SQLAlchemy ORM, async patterns, dependency injection, and JWT authentication. Activate for FastAPI apps, async Python APIs, API design, and modern Python web services.
Home Assistant Core Skill
by markus41
Handle unavailable states gracefully
harness-cd
by markus41
Harness NextGen CD for continuous deployment including pipeline YAML structure, deployment strategies (rolling, blue-green, canary), GitOps workflows, approval gates, triggers, environments, services, manifests, Kubernetes deployments, Terraform integration, and secrets management. Activate for Harness pipeline creation, deployment automation, and GitOps configuration.
Keycloak FastAPI Integration
by markus41
This skill should be used when the user asks to "add Keycloak authentication", "implement OIDC", "configure SSO", "validate JWT token", "add role-based access", "protect API endpoint", or mentions Keycloak, OAuth2, OpenID Connect, identity provider, or authentication in FastAPI. Provides Keycloak/OIDC integration patterns.
FastAPI Kubernetes Deployment
by markus41
This skill should be used when the user asks to "deploy FastAPI to Kubernetes", "create Dockerfile", "build Docker image", "write Helm chart", "configure K8s deployment", "add health checks", "scale FastAPI", or mentions Docker, Kubernetes, K8s, containers, Helm, or deployment. Provides containerization and orchestration patterns.
Local LLM Integration Skill
by markus41
Timeout errors Increase client timeout, use streaming
react-vite
by markus41
React 18+ patterns with Vite bundler, TypeScript, hooks, component design, and state management. Activate for React apps, Vite configuration, TypeScript, frontend development, and modern React patterns.
Component Patterns Skill
by markus41
"UI component patterns with style-specific implementations and accessibility"
IaC Architecture - Cross-Cutting Concerns Skill
by markus41
Audit trails are complete and immutable
Container Security
by markus41
Comprehensive container security guidance including vulnerability scanning with Trivy, image hardening, secrets management, and CIS benchmark compliance. Activates when working with "container security", "image scanning", "CVE", "vulnerability", "docker security", "hardening", or "CIS benchmark".
Azure Functions
by markus41
Deep expertise in Azure Functions serverless compute — build HTTP APIs, event-driven processors, and orchestration workflows with triggers, bindings, Durable Functions, and Azure Functions Core Tools. Covers Consumption/Premium/Flex hosting plans, v4 Node.js/TypeScript programming model, cold start optimization, deployment pipelines, and Application Insights monitoring. Targets professional TypeScript developers building production serverless applications.
Azure API Management
by markus41
Deep expertise in Azure API Management operations with deterministic runbooks, fail-fast context validation, and redacted output requirements.
Azure Service Bus
by markus41
Deep expertise in Azure Service Bus operations with deterministic runbooks, fail-fast context validation, and redacted output requirements.
Azure Backup Recovery
by markus41
Deep expertise in Azure Backup Recovery operations with deterministic runbooks, fail-fast context validation, and redacted output requirements.
Azure DevOps Pipelines
by markus41
Deep expertise in Azure Pipelines — YAML CI/CD pipelines, classic releases, deployment environments with approval gates, agent pools, variable groups, service connections, and deployment strategies across any language and platform.
Azure DevOps Testing
by markus41
Deep expertise in Azure Test Plans — test plan creation, test suite management (static, requirement-based, query-based), test case authoring, test runs and results, test configurations, and test analytics via OData.
azure-ai-services
by markus41
Deep expertise in Azure AI workloads — provisioning and managing Azure OpenAI Service deployments, Azure AI Search indexes and skillsets, Azure AI Studio/Foundry projects, Cognitive Services endpoints, content filtering policies, quota management, and responsible AI governance via ARM REST API and service-specific data planes.
Azure Networking
by markus41
Deep expertise in Azure networking — design and deploy Virtual Networks with subnets and peering, configure Network Security Groups and Application Security Groups, deploy Standard Load Balancers and Application Gateways, manage Azure Front Door for global traffic distribution, administer public and private DNS zones, set up VPN and ExpressRoute gateways, create Private Endpoints with DNS integration, and operate Azure Firewall for centralized network security. Targets cloud architects and infrastructure engineers building production Azure network topologies.
business-central
by markus41
Deep expertise in Microsoft Dynamics 365 Business Central ERP via BC OData v4 / API v2.0 REST API — managing finance (GL accounts, journal entries, AP/AR, bank reconciliation), supply chain (sales orders, purchase orders, sales invoices, purchase invoices), and inventory (items, item ledger entries, availability, valuation); posting documents; discovering environments; and automating back-office ERP workflows.
azure-cost-governance
by markus41
Deep expertise in Azure Cost Management FinOps — cost queries, budget alerts, forecast, idle resource detection, usage details, scope hierarchy, dimension grouping, and savings recommendations via the Azure Cost Management and Consumption REST APIs.
azure-tenant-assessment
by markus41
Deep expertise in running an initial Azure tenant assessment - subscription inventory, resource catalog, security posture snapshot, cost overview, and plugin setup recommendations via ARM REST API and microsoft-azure-mcp tools. Acts as the entry point for any new Azure engagement, surveying the tenant and mapping discovered resource types to the right plugins.
Copilot Studio Bots
by markus41
Deep expertise in Microsoft Copilot Studio (formerly Power Virtual Agents) — design bot topics with trigger phrases, build conversation flows with message, question, condition, and action nodes, configure generative AI orchestration, test via Direct Line API, and publish chatbots to Teams, web, and custom channels. Optimized for small teams building internal helpdesk, FAQ, and onboarding bots.
Azure Storage
by markus41
Deep expertise in Azure Storage services â manage Blob containers with block/append/page blobs, Queue Storage for asynchronous messaging, Table Storage for NoSQL key-value data, and Azure Files for SMB/NFS shares. Covers storage account provisioning, SAS token generation, managed identity access with RBAC, lifecycle management policies, static website hosting, Data Lake Storage Gen2 with hierarchical namespaces, and monitoring with Azure Monitor. Targets professional developers and cloud architects building production storage solutions.
Agent Foundry
by markus41
Deep expertise in the Azure AI Foundry agent lifecycle — scaffold agent definitions, deploy to Azure AI Agent Service, manage threads and runs, configure built-in tools (code interpreter, file search, Azure AI Search, function calling), run quality and safety evaluations, and monitor agent health. Use this skill when a user asks to build an agent on Azure AI Foundry, create or deploy a Foundry agent, test an agent thread or run, configure agent tools, evaluate agent output quality, troubleshoot Azure AI Agent Service errors, or set up Service Principal authentication for AI Foundry.
Azure Containers
by markus41
Deep expertise in Azure container services — build and push images with Azure Container Registry (ACR), deploy and scale microservices with Azure Container Apps (with Dapr sidecar and KEDA autoscaling), run one-off tasks with Azure Container Instances (ACI), configure CI/CD pipelines with GitHub Actions, and manage networking, secrets, and monitoring across all container workloads.
pandas-cleaning
by markus41
"Expert knowledge of data cleaning with pandas — reading messy data from any source, transforming it into clean DataFrames, and outputting polished .xlsx files with openpyxl formatting"
office-scripts
by markus41
Expert knowledge of Excel Office Scripts — Microsoft's TypeScript automation platform for Excel on the web, including the full ExcelScript API surface, TypeScript 4.0.3 restrictions, Graph API workbook integration, Power Automate connector limits, performance optimization, and common automation patterns.
Dataverse Schema & Data Management
by markus41
Deep expertise in creating and managing Dataverse tables, columns, relationships, option sets, and solutions via the Dataverse Web API (v9.2). Covers schema design, data seeding, FetchXML/OData query generation, and solution lifecycle management.