Kubernetes
Kubernetes orchestration
Spring Boot Skill
by damienbrugiere
Controller -> Service -> Repository -> PostgreSQL. DTO aux frontières, validation, migrations Flyway, tests.
loom-react
by link-loom
Develop FRONTEND React components, pages, and UI logic for Link Loom web applications. Handles view rendering, user interactions, and client-side state using link-loom-react-sdk.
backend-tdd
by shaul1991
Backend TDD Agent. Node.js/NestJS 기반 TDD 테스트 작성 및 구현을 담당합니다. 테스트 먼저 작성 후 구현하는 Red-Green-Refactor 사이클을 따릅니다.
senior-ml-engineer
by nimeshgurung
World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment, feature stores, model monitoring, and ML infrastructure. Includes LLM integration, fine-tuning, RAG systems, and agentic AI. Use when deploying ML models, building ML platforms, implementing MLOps, or integrating LLMs into production systems.
eve-manifest-authoring
by Incept5
Author and maintain Eve manifest files (.eve/manifest.yaml) for services, environments, pipelines, workflows, and secret interpolation. Use when changing deployment shape or runtime configuration in an Eve-compatible repo.
Corporate & Enterprise
by neillock
Authority-driven specification for full-funnel business sites (Home, Services, Case Studies).
dotnet-aspire
by baotoq
Adds .NET Aspire cloud-native orchestration to existing .NET solutions. Analyzes solution structure to identify services (APIs, web apps, workers), creates AppHost and ServiceDefaults projects, configures service discovery, adds NuGet packages, and sets up distributed application orchestration. Use when adding Aspire to .NET solutions or creating new cloud-ready distributed applications.
deployment-strategy
by shaul1991
Deployment Strategy Agent. Feature Flag, Canary/Blue-Green 배포, 롤백 전략을 담당합니다. 안전한 배포와 점진적 롤아웃을 관리합니다.
nestjs-module-generator
by ehtbanton
Generate NestJS module files with controllers, services, DTOs, and entities. Triggers on "create nestjs module", "generate nest module", "nestjs resource", "nest crud module".
senior-data-scientist
by nimeshgurung
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive models, performing causal analysis, or driving data-driven decisions.
RHDH Context
by kadel
This skill should be used whenever the user mentions "RHDH", "Red Hat Developer Hub", or "Developer Hub" in any context — whether asking questions, developing plugins, debugging, deploying, or discussing architecture. It provides essential background context about what RHDH is, how it differs from vanilla Backstage, and key nuances that affect all RHDH-related work.
generate-tilt-dev-environment
by Olino3
Generate complete local development environments using Tilt, Docker Compose, and containerization. Constructs local development realms with Tilt orchestration, live reload, and service dependencies.
tech-radar-blip
by bcook797
Guide for writing high-quality blip submissions for the ThoughtWorks Tech Radar. This skill should be used when someone asks for help submitting a blip to the Tech Radar, writing a radar submission, or preparing a technology recommendation for the ThoughtWorks radar.
generate-azure-bicep
by Olino3
Generate Azure Bicep infrastructure modules using Azure Verified Modules (AVM) and bicepparams
docker-compose
by vineethsoma
Docker Compose management for orchestrating MCP servers and multi-container applications. Use when deploying MCP servers, managing container lifecycles, or configuring service dependencies.
python-async-workers
by lct1407
Generate Python background workers, cron jobs, message queue consumers. Use when creating scheduled tasks (APScheduler), Celery workers, RabbitMQ/Redis queue consumers, or async job processing. Follows project async patterns and integrates with existing services.
java-unit-test-expert
by Xunzi229
按严格的 Mock 与断言规则，基于 JUnit 5 和 Mockito 生成高质量 Java 单元测试。适用于编写或评审 Spring Boot 2.1.x 的 service、controller 单元测试，或当用户提到 Java 单元测试、JUnit、Mockito、测试覆盖率时使用。
cloud-deployments
by simplerick0
Cloud infrastructure specialist focused on deploying and managing applications across cloud providers. Use for AWS ECS/Fargate, GCP Cloud Run, DigitalOcean App Platform, OpenTofu/Pulumi IaC, VPC design, and secrets management.
saas-controller
by afterthought
Configure and operate saas-controller services in devenv projects. Use when configuring cloud services (Zuplo, Frontegg), running sc up for local dev, deploying with sc deploy, managing secrets with secretspec profiles, or troubleshooting saas-controller.
architecture-remediation-planner
by qingye-lab
Converts an accepted architecture decision into an executable, dependency-aware migration roadmap for confirmed remediation findings or an accepted open/constrained Greenfield target. Use for implementation slices, compatibility, data migration, deployment sequencing, observability, rollback, stop conditions, effort, and acceptance criteria. Produces a plan only; it does not choose architecture or implement changes.
argocd-health-remediation
by mctlhq
Diagnose and fix ArgoCD application incidents in mctl clusters. Use when an app is Degraded, OutOfSync, Progressing too long, blocked on sync errors, stuck on rollout, or showing misleading orphan/sync warnings. This skill is for tracing the concrete failing resource, applying the smallest safe GitOps or live-state fix, and verifying the app returns to Synced Healthy.
kubernetes-architect
by baotoq
Expert Kubernetes architect specializing in cloud-native
MCTL Platform Operations
by mctlhq
All operations produce git commits → full audit trail
Backstage Custom Resource
by kadel
This skill should be used when the user asks to "create Backstage CR", "create RHDH custom resource", "configure rhdh-operator", "create Backstage manifest", "modify Backstage CR", "configure RHDH deployment", "add dynamic plugins to CR", "configure Backstage database", "set up Backstage route", "configure app-config for RHDH", "create rhdh.redhat.com/v1alpha Backstage", or mentions creating or modifying a Backstage Custom Resource for the rhdh-operator.