# ai-sre

> ai-sre — nachtschatt3n-ai-sre. Use this tool when you need to automate Kubernetes cluster remediation and integrate AI-powered site reliability engineering into your workflow. It solves problems related to cluster management and remediation via the MCP Server API, providing a lean containerized CLI interface. Ideal for use in N8N workflow integrations and git-based development environments.

Canonical page: https://skillsregistry.net/skills/nachtschatt3n-ai-sre  
JSON: https://api.skillsregistry.net/v1/skills/nachtschatt3n-ai-sre

## Description

🤖 AI SRE - Intelligent Site Reliability Engineering Toolbox. Lean containerized CLI toolbox for AI-powered Kubernetes cluster remediation via MCP Server API. Perfect for N8N workflow integration.

## Trust

- **Trust score (0–1):** 0.52
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** cloud-infra
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/nachtschatt3n/ai-sre)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "nachtschatt3n-ai-sre"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/nachtschatt3n-ai-sre` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/nachtschatt3n-ai-sre/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt