# io.github.levelsofself/ai-ops

> Use this tool when you need to streamline AI operations and manage complex tasks, as it provides specialized agents, task dispatch, and team coordination to solve problems related to workflow optimization and collaboration. It takes in tasks and team inputs, and outputs coordinated and efficient workflow management. Ideal for use cases involving multiple AI tasks, teams, or projects that require organized dispatch and coordination.

Canonical page: https://skillsregistry.net/skills/io-github-levelsofself-ai-ops  
JSON: https://api.skillsregistry.net/v1/skills/io-github-levelsofself-ai-ops

## Description

AI operations management: 12 specialized agents, task dispatch, and team coordination.

## Trust

- **Trust score (0–1):** 0.93
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.1
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** productivity
- **Updated:** 2026-09-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.levelsofself%2Fai-ops)
- **Repository:** <https://github.com/levelsofself/mcp-ops-server>

## 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": "io-github-levelsofself-ai-ops"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-levelsofself-ai-ops` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-levelsofself-ai-ops/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