# 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. Use when this capability is needed. - Skill: `tomevault-io/dot-ai-operate` (Agent Skill, multi-file: 2 files) - Install (CLI): `npx skillmds@latest add tomevault-io/dot-ai-operate` - Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/dot-ai-operate/raw - Safety review: pending (external: skill-scanner PASS, skillspector PASS) - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: DevOps & Infra - Author: tomevault-io (https://skillmd.com/u/tomevault-io) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/tomevault-io/dot-ai-operate --- # 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 ``` --- > Converted and distributed by [TomeVault](https://tomevault.io/claim/vfarcic) — claim your Tome and manage your conversions.