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Run a local Kubernetes cluster for development and testing. Use when starting kind/k3d, applying manifests, validating rollout, or checking logs.
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Based on SOC occupation classification
Generate and maintain AI_STANCE.md for any uFawkes* repo. Use when onboarding a repo to the uFawkesAI suite, when reviewing AI policy currency, or when a new AI tool is being adopted. Implements DORA AI Capability 1.
Ensure graphify corpus is current and complete before each agent session. Define minimum AI-accessible documentation per repo. Use at session startup to verify internal context is available to AI tools. Implements DORA AI Capability 3.
15-minute JTBD + acceptance criterion exercise. Use before any spec session. Produces a discovery-brief.md that anchors the entire increment to a real user need and a measurable DORA outcome. Implements DORA AI Capability 6.
Enforce minimum documentation standard across uFawkes* repos. Use when auditing a repo before release, onboarding a new repo to the suite, or implementing roadmap item 0.6 (cross-repo README links). Directly supports DORA AI Capability 3 and the 2023 DORA finding that documentation quality amplifies all technical capabilities.
Create and manage DOJO content for platform engineering education and knowledge sharing.
Maintain AI_STANCE.md as a living document. Use quarterly or when a new AI tool is adopted. Handles review triggers, the three-bucket update process, socialization checklist, and cross-repo consistency. Companion to ai-stance skill.
| name | cluster-sim |
| description | Run a local Kubernetes cluster for development and testing. Use when starting kind/k3d, applying manifests, validating rollout, or checking logs. |
| license | MIT |
| compatibility | Claude Code, GitHub Copilot, OpenCode, Cursor, Codex, Gemini CLI |
| metadata | {"author":"paruff","suite":"uFawkesAI"} |
Load trigger:
"load cluster-sim skill"> DORA: Cap 3 (AI-Accessible Internal Data) Token cost: Low
Run a local Kubernetes cluster for development and testing.
cluster-sim.json| Tool | Use When |
|---|---|
| kind | Full K8s simulation, CI testing |
| k3d | Lightweight, fast startup |
| minikube | Single-node development |
kind create cluster --name dev --wait 60s
kind export kubeconfig --name dev
k3d cluster create dev --agents 2
{
"skill": "cluster-sim",
"tool": "kind",
"cluster_name": "dev",
"status": "running",
"nodes": 1,
"system_pods": {
"total": 12,
"running": 12
},
"manifests_applied": 5,
"pods_running": 3
}