dot-ai-operate

dot-ai-operate is a skill for Claude Code from vfarcic/dot-ai. It costs 59 tokens per session (143 once invoked), scanned A, original, MIT.

A natural-language tool for operating applications running on Kubernetes, a system for managing containerised software. It handles routine changes after an application has been deployed.

In plain words
What is it for?
Use it to update, scale, enhance, roll back, or delete Kubernetes applications. Requests are checked with a dry run before approved changes are carried out.
Why use it?
It helps apply operational changes while checking the current state, organisational rules, and the result of a proposed change before execution.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

Good fit Use it to update, scale, enhance, roll back, or delete Kubernetes applications. Requests are checked with a dry run before approved changes are carried out.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/vfarcic/dot-ai/dot-ai-operate
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add vfarcic/dot-ai --skill dot-ai-operate
Clone the repo
git clone --depth 1 https://github.com/vfarcic/dot-ai

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for dot-ai-operate

README.md
[![agentmods](https://agentmods.dev/badge/skills/vfarcic/dot-ai/dot-ai-operate/github.svg)](https://agentmods.dev/skills/vfarcic/dot-ai/dot-ai-operate)
Your own site
<a href="https://agentmods.dev/skills/vfarcic/dot-ai/dot-ai-operate"><img src="https://agentmods.dev/badge/skills/vfarcic/dot-ai/dot-ai-operate/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for dot-ai-operate

Your own site · 80×15
<a href="https://agentmods.dev/skills/vfarcic/dot-ai/dot-ai-operate"><img src="https://agentmods.dev/badge/skills/vfarcic/dot-ai/dot-ai-operate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 59 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 143 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00059 $0.00143
Opus 5 $0.00030 $0.00072
Sonnet 5 $0.00012 $0.00029
Haiku 4.5 $0.00006 $0.00014

Measured 9d ago against content hash ae4cfd22d5ae, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

dot-ai-operate scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills/dot-ai-operate/SKILL.md · 16 lines

What it actually says

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

dot-ai operate
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 16 lines · 59 tokens per session scan A ae4cfd22d5ae

Subscribe to this mod's changes

dot-ai-operate is a skill published in the GitHub repository vfarcic/dot-ai (336 stars, last pushed 2d ago), licensed MIT. It adds 59 tokens to every session and 143 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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