domain cluster

DevOps

CI/CD, cloud infrastructure, and monitoring.

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containers
47

vercel-deploy

Deploy applications to Vercel with edge functions, serverless, and ISR.

hainamchung
hainamchung
devops
open
containers
47

automem

Persistent AutoMem memory via mcporter-exposed AutoMem tools.

verygoodplugins
verygoodplugins
devops
open
monitoring
47

microservices-architect

Use when designing distributed systems, decomposing monoliths, or implementing microservices patterns. Invoke for service boundaries, DDD, saga patterns, event sourcing, service mesh, distributed tracing.

hainamchung
hainamchung
devops
open
monitoring
47

add-map-marker

用于在 OverlayMap 模组中添加新的地图标记。涵盖所有类型的标记添加,包括简单标记(MarkerConfig)、带状态标记(MarkerConfigStated)、颜色标记(MarkerConfigColor)等。触发场景包括:"添加商店标记"、"添加地图标记"、"增加新标记类型"、"为新游戏对象添加地图标记"等。

abevol
abevol
devops
open
cicd
46

roadmap-generator

Generate phased implementation roadmaps with Epic/Story/Task breakdown, effort estimates, and validation checkpoints. Use when cto-architect needs to create actionable technical roadmaps from architecture designs.

alirezarezvani
alirezarezvani
devops
open
cicd
46

convex-deploy

Implement Convex deployment workflows, environments, and CI/CD configuration. Use for dev/prod/preview deployments, deploy keys, local deployments, environment variables, schema/index rollout safety, and HTTP action URLs. Use proactively when users mention deploy, preview, staging, CI, env vars, or local backend. Examples: - user: "Set up Convex deploy in CI" → configure deploy key + npx convex deploy steps - user: "How do preview deployments work?" → explain preview keys, lifecycle, limits - user: "Deploy to prod safely" → list safe schema/function change patterns - user: "Use local convex" → explain npx convex dev --local and limitations

IgorWarzocha
IgorWarzocha
devops
open
cicd
46

git-workflow

Use when running claudikins-kernel:execute, decomposing plans into tasks, setting up two-stage review, deciding batch sizes, or handling stuck agents — enforces isolation, verification, and human checkpoints; prevents runaway parallelization and context death

elb-pr
elb-pr
devops
open
git-workflows
46

shipping-methodology

Use when running claudikins-kernel:ship, preparing PRs, writing changelogs, deciding merge strategy, or handling CI failures — enforces GRFP-style iterative approval, code integrity validation, and human-gated merges

elb-pr
elb-pr
devops
open
cloud
46

remote-work

Execute amplihack work on remote Azure VMs with automatic region and resource selection

rysweet
rysweet
devops
open
containers
46

aspire

Aspire orchestration for cloud-native distributed applications in any language (C#, Python, Node.js, Go). Handles dependency management, local dev with Docker, Azure deployment, service discovery, and observability dashboards. Use when setting up microservices, containerized apps, or polyglot distributed systems.

rysweet
rysweet
devops
open
cloud
46

openstack-kolla-ansible

Kolla-Ansible deployment engine skill for containerized OpenStack lifecycle management. Use when bootstrapping, deploying, reconfiguring, or upgrading OpenStack environments. Covers globals.yml configuration, inventory management, container operations, rolling upgrades, password management, and troubleshooting deployment failures across all service containers. This is the meta-skill that manages the deployment lifecycle for all OpenStack services.

Tibsfox
Tibsfox
devops
open
cloud
46

openstack-neutron

OpenStack Neutron software-defined networking service. Provides network abstraction for cloud instances including security groups, floating IPs, DHCP, L3 routing, ML2 plugin architecture with OVN/OVS backends, network namespaces, provider and tenant networks, VXLAN/VLAN/flat network types, and port management. Use for deploying, configuring, operating, and troubleshooting OpenStack networking.

Tibsfox
Tibsfox
devops
open
cloud
46

openstack-glance

OpenStack Glance image service skill for deploying, configuring, operating, and troubleshooting the VM image registry. Covers image upload/download, format management (qcow2, raw, vmdk, vhd, iso), backend storage selection (file, swift, ceph), image import methods (web-download, glance-direct, copy-image), metadata management, property protections, image sharing between projects, snapshot lifecycle, image caching, and storage usage monitoring. Use when deploying Glance via Kolla-Ansible, managing VM images, converting image formats, or troubleshooting image upload failures.

Tibsfox
Tibsfox
devops
open
cloud
46

database-cloud-optimization-cost-optimize

You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and implement cost-effective architectures across AWS, Azure, and GCP.

mk-knight23
mk-knight23
devops
open
cloud
46

infrastructure-as-code

Provides Infrastructure as Code best practices for Terraform, Pulumi, CloudFormation, and OpenTofu. Use when provisioning infrastructure, writing IaC modules, managing cloud resources, scanning for misconfigurations, or when user mentions 'terraform', 'pulumi', 'cloudformation', 'IaC', 'opentofu', 'infrastructure', 'tfsec', 'checkov', 'drift'.

Tibsfox
Tibsfox
devops
open
cloud
46

nasa-se-methodology

NASA Systems Engineering methodology mapped to cloud operations. Use when planning, executing, verifying, or documenting OpenStack cloud infrastructure following NASA SP-6105 and NPR 7123.1 processes. Provides phase gate criteria, document templates, and cross-references for all 7 SE lifecycle phases applied to cloud deployment and operations.

Tibsfox
Tibsfox
devops
open
containers
46

helm-chart-scaffolding

Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.

mk-knight23
mk-knight23
devops
open
containers
46

openstack-cinder

OpenStack Cinder block storage service. Provides persistent volume management for cloud instances including volume creation, snapshots, backups, LVM/iSCSI backend, volume types with QoS, encryption (LUKS), volume migration, and multi-backend support. Use for deploying, configuring, operating, and troubleshooting OpenStack block storage.

Tibsfox
Tibsfox
devops
open
containers
46

kubernetes-patterns

Provides Kubernetes resource management, Helm chart patterns, service mesh configuration, and autoscaling strategies. Covers HPA, VPA, KEDA, operators, security contexts, and namespace isolation. Use when user mentions 'kubernetes', 'k8s', 'helm', 'istio', 'linkerd', 'service mesh', 'HPA', 'VPA', 'KEDA', 'pod security', 'resource quotas', 'operators'.

Tibsfox
Tibsfox
devops
open
monitoring
46

greptimedb-trigger

Guide for creating GreptimeDB triggers, by which we can trigger external webhook like Alertmanager. This feature can be used as alternative to Prometheus alerting rule.

GreptimeTeam
GreptimeTeam
devops
open
monitoring
46

monitoring-observability

Provides monitoring and observability best practices covering the three pillars (logs, metrics, traces), OpenTelemetry instrumentation, Prometheus/Grafana dashboards, SLO-based alerting, and APM strategies. Use when setting up monitoring, observability, prometheus, grafana, opentelemetry, alerting, tracing, logging, metrics, dashboards, SLOs, or APM.

Tibsfox
Tibsfox
devops
open
monitoring
46

openstack-monitoring

OpenStack monitoring operations skill for deploying, configuring, and operating the cloud health monitoring stack. Covers Prometheus metric collection and scrape targets, Grafana dashboard provisioning and visualization, Alertmanager notification channels and routing, alerting rules for service health and resource exhaustion, service endpoint health checks, log aggregation strategies, SLA tracking with availability and response time percentiles, and capacity trend analysis from historical metrics. Use when deploying monitoring via Kolla-Ansible, configuring alert thresholds, troubleshooting blank dashboards, tuning noisy alerts, or analyzing cloud performance trends.

Tibsfox
Tibsfox
devops
open
cloud
45

upgrade-cloud-composer

Upgrade Cloud Composer (Apache Airflow) to a new version. Use when the user asks to upgrade, update, or bump Airflow, Cloud Composer, or Airflow dependencies to a new version. Handles updating terraform config and Python dependencies.

Recidiviz
Recidiviz
devops
open
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