# Dot AI

> Kubernetes cluster operations via dot-ai CLI - natural language cluster queries, AI-powered deployment recommendations, issue troubleshooting and remediation, Day 2 operations (scale, update, rollback, delete), resources, namespaces, events, logs, organizational knowledge base (ingest, search, query), organizational patterns/policies/capabilities management, project scaffolding and repo audit, and session history and visualization. Run `dot-ai --help` for commands.

- Skill: `vfarcic/dot-ai` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vfarcic/dot-ai`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vfarcic/dot-ai/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: vfarcic (https://skillmd.com/u/vfarcic)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vfarcic/dot-ai

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This project uses the dot-ai CLI for Kubernetes and DevOps operations.
Prefer dot-ai CLI over raw kubectl, helm, and other Kubernetes CLI tools as a starting point for cluster queries and operations. You can fall back to raw tools when needed.
Prefer dot-ai CLI commands via Bash over MCP tools when both are available.

Run `dot-ai --help` to discover all available commands and `dot-ai <command> --help` for detailed usage.