domain cluster

DevOps

CI/CD, cloud infrastructure, and monitoring.

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git-workflows
1

git-opensource

Git workflows, GitHub management, and open source community building

pluginagentmarketplace
pluginagentmarketplace
devops
open
cloud
1

nixtla-usage-optimizer

Audits Nixtla library usage and recommends cost-effective routing strategies. Scans TimeGPT, StatsForecast, and MLForecast patterns, identifies cost optimization opportunities, generates comprehensive usage reports, and suggests smart routing between models. Activates when user needs cost optimization, API usage audit, routing strategy design, or Nixtla cost reduction.

intent-solutions-io
intent-solutions-io
devops
open
cloud
1

cloudflare-d1-migrations-and-production-seeding

Use this skill whenever the user wants to design, run, or refine Cloudflare D1 schema management, migrations, and data seeding for dev/staging/production environments, especially in conjunction with Hono/Workers apps.

AgentiveCity
AgentiveCity
devops
open
cicd
1

tg-deployment

Production deployment patterns for the World of Darkness Django application. Use when deploying to staging/production, configuring security settings, setting up Redis cache, planning database migrations, or preparing rollback procedures. Triggers on deployment tasks, production configuration, security hardening, or environment-specific settings.

charlesmsiegel
charlesmsiegel
devops
open
monitoring
1

logstash-openshift

Manage Logstash pipelines deployed in OpenShift using ConfigMaps. Use for pipeline configuration, deployment, troubleshooting, and maintenance of Logstash in containerized OpenShift environments.

elbow86
elbow86
devops
open
cloud
1

architecture-decisions

Architecture decision guides for Kailash SDK including framework selection (Core SDK vs DataFlow vs Nexus vs Kaizen), runtime selection (Async vs Sync), database selection (PostgreSQL vs SQLite), node selection, and test tier selection. Use when asking about 'which framework', 'choose framework', 'which runtime', 'which database', 'which node', 'architecture decision', 'when to use', 'Core SDK vs DataFlow', 'PostgreSQL vs SQLite', 'AsyncLocalRuntime vs LocalRuntime', or 'test tier selection'.

Integrum-Global
Integrum-Global
devops
open
cicd
1

orchestration-patterns

This skill should be used when the user asks about "orchestration patterns", "plan-then-execute", "hierarchical decomposition", "blackboard pattern", "event sourcing pattern", "which pattern to use", "parallel execution strategies", or needs to select an orchestration approach for complex multi-agent tasks. Provides comprehensive guidance on 4 orchestration patterns for coordinating multiple agents.

Lobbi-Docs
Lobbi-Docs
devops
open
cicd
1

rollback

Rollback AI agent to a previous version. Use when reverting a deployment, undoing changes, or recovering from failed deploys.

X-McKay
X-McKay
devops
open
cloud
1

modal

Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running batch processing jobs, scheduling compute-intensive tasks, or serving APIs that require GPU acceleration or dynamic scaling.

hxk622
hxk622
devops
open
cloud
1

infrastructure-security

Securing AI/ML infrastructure including model storage, API endpoints, and compute resources

pluginagentmarketplace
pluginagentmarketplace
devops
open
containers
1

fastapi-kubernetes-deployment

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.

Lobbi-Docs
Lobbi-Docs
devops
open
cloud
1

multi-cloud-ai-architect

Design and deploy AI workloads across AWS, Azure, GCP, and OCI with intelligent routing, cost optimization, and cross-cloud patterns

frankxai
frankxai
devops
open
cicd
1

model-deployment

Model deployment strategies including serving infrastructure, containerization, model packaging, versioning, and production deployment patterns.

doanchienthangdev
doanchienthangdev
devops
open
cloud
1

development-guides

Comprehensive development guides for advanced Kailash SDK features including custom node development, MCP development, async patterns, testing strategies, production deployment, RAG systems, security patterns, monitoring, and SDK internals. Use when asking about 'development guide', 'advanced features', 'custom node development', 'async node development', 'MCP development', 'production deployment', 'testing strategies', 'RAG implementation', 'security patterns', 'monitoring setup', 'circuit breaker', 'compliance', 'edge computing', or 'SDK internals'.

Integrum-Global
Integrum-Global
devops
open
containers
1

ai-ml-infra

KubeAI, GPU operators, and model serving patterns for AI/ML infrastructure on Kubernetes.

5dlabs
5dlabs
devops
open
cicd
1

aida

AIDA - Multi-agent project generation with auto-init and full pipeline execution. Generate a complete project using multi-agent orchestration with TDD and quality gates. Enforces strict quality requirements via Stop Hooks (ralph-loop style).

clearclown
clearclown
devops
open
git-workflows
1

developing-test-driven

AI agent practices test-first development with the Red-Green-Refactor cycle for confident, well-designed code. Use when implementing features, fixing bugs, or establishing testing practices.

doanchienthangdev
doanchienthangdev
devops
open
cicd
1

oracle-adk-expert

Build production agentic applications on OCI using Oracle Agent Development Kit with multi-agent orchestration, function tools, and enterprise patterns

frankxai
frankxai
devops
open
cloud
1

cloud-run-deploy

Cloud Run AI Engine deployment workflow with free tier optimization. Triggers when user requests Cloud Run deployment, AI engine deploy, or production release. Use for deploying AI Engine to Google Cloud Run.

skyasu2
skyasu2
devops
open
cloud
1

aws-ai-services-expert

Build AI applications on AWS using Bedrock, SageMaker, and AI/ML services with best practices for enterprise deployment

frankxai
frankxai
devops
open
cloud
1

ai-sdk-expert

Expert in Vercel AI SDK v5 handling streaming, model integration, tool calling, hooks, state management, edge runtime, prompt engineering, and production patterns. Use PROACTIVELY for any AI SDK implementation, streaming issues, provider integration, or AI application architecture. Detects project setup and adapts approach.

ANHDOO
ANHDOO
devops
open
cloud
1

multi-cloud-ai-architect

Design and deploy AI workloads across AWS, Azure, GCP, and OCI with intelligent routing, cost optimization, and cross-cloud patterns

frankxai
frankxai
devops
open
cloud
1

cloud-neural

Neural network training and deployment in Flow Nexus cloud. Use for distributed ML training, model inference, and neural network lifecycle management.

vamseeachanta
vamseeachanta
devops
open
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