# Dot AI Operate

> AI-powered Kubernetes application operations tool for Day 2 operations. Handles updates, scaling, enhancements, rollbacks, and deletions through natural language intents. Analyzes current state, applies organizational patterns and policies, validates changes via dry-run, and executes approved operations safely.

- Skill: `vfarcic/dot-ai-operate` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vfarcic/dot-ai-operate`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vfarcic/dot-ai-operate/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-operate

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# dot-ai operate

AI-powered Kubernetes application operations tool for Day 2 operations. Handles updates, scaling, enhancements, rollbacks, and deletions through natural language intents. Analyzes current state, applies organizational patterns and policies, validates changes via dry-run, and executes approved operations safely.

## Usage

```bash
dot-ai operate
```