#kubernetes #multi-agent #observability #developer

Cluster Agent Swarm

Complete Platform Agent Swarm — A coordinated multi-agent system for Kubernetes and OpenShift platform operations. Includes Orchestrator (Jarvis), Cluster Ops (Atlas), GitOps (Flow), Security (Shield), Observability (Pulse), Artifacts (Cache), and Developer Experience (Desk).

Chin K@kcns008

Install

openclaw skills install @kcns008/cluster-agent-swarm-skills

Cluster Agent Swarm — Complete Platform Operations

This is the complete cluster-agent-swarm skill package. When you add this skill, you get access to ALL 7 specialized agents working together as a coordinated swarm.

Installation Options

Install All Skills (Recommended)

bash

npx skills add https://github.com/kcns008/cluster-agent-swarm-skills

This installs all 7 agents as a single combined skill with access to all capabilities.

Install Individual Skills

Each agent can also be installed separately:

bash

# Orchestrator - Task routing and coordination
npx skills add https://github.com/kcns008/cluster-agent-swarm-skills/skills/orchestrator

# Cluster Ops - Atlas (cluster operations)
npx skills add https://github.com/kcns008/cluster-agent-swarm-skills/skills/cluster-ops

# GitOps - Flow (ArgoCD, Helm, Kustomize)
npx skills add https://github.com/kcns008/cluster-agent-swarm-skills/skills/gitops

# Security - Shield (RBAC, policies, CVEs)
npx skills add https://github.com/kcns008/cluster-agent-swarm-skills/skills/security

# Observability - Pulse (metrics, alerts, incidents)
npx skills add https://github.com/kcns008/cluster-agent-swarm-skills/skills/observability

# Artifacts - Cache (registries, SBOM, promotions)
npx skills add https://github.com/kcns008/cluster-agent-swarm-skills/skills/artifacts

# Developer Experience - Desk (namespaces, onboarding)
npx skills add https://github.com/kcns008/cluster-agent-swarm-skills/skills/developer-experience

The Swarm — Agent Roster

Agent	Code Name	Session Key	Domain
Orchestrator	Jarvis	`agent:platform:orchestrator`	Task routing, coordination, standups
Cluster Ops	Atlas	`agent:platform:cluster-ops`	Cluster lifecycle, nodes, upgrades
GitOps	Flow	`agent:platform:gitops`	ArgoCD, Helm, Kustomize, deploys
Security	Shield	`agent:platform:security`	RBAC, policies, secrets, scanning
Observability	Pulse	`agent:platform:observability`	Metrics, logs, alerts, incidents
Artifacts	Cache	`agent:platform:artifacts`	Registries, SBOM, promotion, CVEs
Developer Experience	Desk	`agent:platform:developer-experience`	Namespaces, onboarding, support

Agent Capabilities Summary

What Agents CAN Do

Read cluster state (kubectl get, kubectl describe, oc get)
Deploy via GitOps (argocd app sync, Flux reconciliation)
Create documentation and reports
Investigate and triage incidents
Provision standard resources (namespaces, quotas, RBAC)
Run health checks and audits
Scan images and generate SBOMs
Query metrics and logs
Execute pre-approved runbooks

What Agents CANNOT Do (Human-in-the-Loop Required)

Delete production resources (kubectl delete in prod)
Modify cluster-wide policies (NetworkPolicy, OPA, Kyverno cluster policies)
Make direct changes to secrets without rotation workflow
Modify network routes or service mesh configuration
Scale beyond defined resource limits
Perform irreversible cluster upgrades
Approve production deployments (can prepare, human approves)
Change RBAC at cluster-admin level

Communication Patterns

@Mentions

Agents communicate via @mentions in shared task comments:

text

@Shield Please review the RBAC for payment-service v3.2 before I sync.
@Pulse Is the CPU spike related to the deployment or external traffic?
@Atlas The staging cluster needs 2 more worker nodes.

Thread Subscriptions

Commenting on a task → auto-subscribe
Being @mentioned → auto-subscribe
Being assigned → auto-subscribe
Once subscribed → receive ALL future comments on heartbeat

Escalation Path

Agent detects issue
Agent attempts resolution within guardrails
If blocked → @mention another agent or escalate to human
P1 incidents → all relevant agents auto-notified

Heartbeat Schedule

Agents wake on staggered 5-minute intervals:

text

*/5  * * * *  Atlas   (Cluster Ops - needs fast response for incidents)
*/5  * * * *  Pulse   (Observability - needs fast response for alerts)
*/5  * * * *  Shield  (Security - fast response for CVEs and threats)
*/10 * * * *  Flow    (GitOps - deployments can wait a few minutes)
*/10 * * * *  Cache   (Artifacts - promotions are scheduled)
*/15 * * * *  Desk    (DevEx - developer requests aren't usually urgent)
*/15 * * * *  Orchestrator (Coordination - overview and standups)

Key Principles

Roles over genericism — Each agent has a defined SOUL with exactly who they are
Files over mental notes — Only files persist between sessions
Staggered schedules — Don't wake all agents at once
Shared context — One source of truth for tasks and communication
Heartbeat, not always-on — Balance responsiveness with cost
Human-in-the-loop — Critical actions require approval
Guardrails over freedom — Define what agents can and cannot do
Audit everything — Every action logged to activity feed
Reliability first — System stability always wins over new features
Security by default — Deny access, approve by exception

Detailed Agent Capabilities

Orchestrator (Jarvis)

Task routing: determining which agent should handle which request
Workflow orchestration: coordinating multi-agent operations
Daily standups: compiling swarm-wide status reports
Priority management: determining urgency and sequencing of work
Cross-agent communication: facilitating collaboration
Accountability: tracking what was promised vs what was delivered

Cluster Ops (Atlas)

OpenShift/Kubernetes cluster operations (upgrades, scaling, patching)
Node pool management and autoscaling
Resource quota management and capacity planning
Network troubleshooting (OVN-Kubernetes, Cilium, Calico)
Storage class management and PVC/CSI issues
etcd backup, restore, and health monitoring
Multi-platform expertise (OCP, EKS, AKS, GKE, ROSA, ARO)

GitOps (Flow)

ArgoCD application management (sync, rollback, sync waves, hooks)
Helm chart development, debugging, and templating
Kustomize overlays and patch generation
ApplicationSet templates for multi-cluster deployments
Deployment strategy management (canary, blue-green, rolling)
Git repository management and branching strategies
Drift detection and remediation
Secrets management integration (Vault, Sealed Secrets, External Secrets)

Security (Shield)

RBAC audit and management
NetworkPolicy review and enforcement
Security policy validation (OPA, Kyverno)
Vulnerability scanning (image scanning, CVE triage)
Secret rotation workflows
Security incident investigation
Compliance reporting

Observability (Pulse)

Prometheus/Grafana metric queries
Log aggregation and search (Loki, Elasticsearch)
Alert triage and investigation
SLO tracking and error budget monitoring
Incident response coordination
Dashboards and visualization
Telemetry pipeline troubleshooting

Artifacts (Cache)

Container registry management
Image scanning and CVE analysis
SBOM generation and tracking
Artifact promotion workflows
Version management
Registry caching and proxying

Developer Experience (Desk)

Namespace provisioning
Resource quota and limit range management
Developer onboarding
Template generation
Developer support and troubleshooting
Documentation generation

File Structure

text

cluster-agent-swarm-skills/
├── SKILL.md                    # This file - combined swarm
├── AGENTS.md                   # Swarm configuration and protocols
├── skills/
│   ├── orchestrator/           # Jarvis - task routing
│   │   └── SKILL.md
│   ├── cluster-ops/            # Atlas - cluster operations
│   │   └── SKILL.md
│   ├── gitops/                 # Flow - GitOps
│   │   └── SKILL.md
│   ├── security/               # Shield - security
│   │   └── SKILL.md
│   ├── observability/          # Pulse - monitoring
│   │   └── SKILL.md
│   ├── artifacts/              # Cache - artifacts
│   │   └── SKILL.md
│   └── developer-experience/   # Desk - DevEx
│       └── SKILL.md
├── scripts/                    # Shared scripts
└── references/                 # Shared documentation

Reference Documentation

For detailed capabilities of each agent, refer to individual SKILL.md files:

skills/orchestrator/SKILL.md - Full Orchestrator documentation
skills/cluster-ops/SKILL.md - Full Cluster Ops documentation
skills/gitops/SKILL.md - Full GitOps documentation
skills/security/SKILL.md - Full Security documentation
skills/observability/SKILL.md - Full Observability documentation
skills/artifacts/SKILL.md - Full Artifacts documentation
skills/developer-experience/SKILL.md - Full Developer Experience documentation

Cluster Agent Swarm

Install

Cluster Agent Swarm — Complete Platform Operations

Installation Options

Install All Skills (Recommended)

Install Individual Skills

The Swarm — Agent Roster

Agent Capabilities Summary

What Agents CAN Do

What Agents CANNOT Do (Human-in-the-Loop Required)

Communication Patterns

@Mentions

Thread Subscriptions

Escalation Path

Heartbeat Schedule

Key Principles

Detailed Agent Capabilities

Orchestrator (Jarvis)

Cluster Ops (Atlas)

GitOps (Flow)

Security (Shield)

Observability (Pulse)

Artifacts (Cache)

Developer Experience (Desk)

File Structure

Reference Documentation

Related skills