# bubbaloop

> bubbaloop — kornia-bubbaloop. Use this tool when you need to deploy AI-powered automation across cameras, sensors, robots, and IoT devices with real-time monitoring and control. The bubbaloop tool solves problems of device orchestration, telemetry, and autonomous decision-making, providing a single binary solution for Linux-based systems. It accepts inputs from various devices and outputs actionable insights, making it ideal for use cases requiring AI-driven automation and real-time data analysis.

Canonical page: https://skillsregistry.net/skills/kornia-bubbaloop  
JSON: https://api.skillsregistry.net/v1/skills/kornia-bubbaloop

## Description

Open-source Hardware AI agent. Single Rust binary for cameras, sensors, robots, and IoT fleets — orchestrated by AI agents with memory and real-time telemetry. Runs on Jetson, Raspberry Pi, any Linux.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** iot-hardware
- **Updated:** 2026-09-20

## Source

- **Source listing:** [GitHub](https://github.com/kornia/bubbaloop)

## 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": "kornia-bubbaloop"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/kornia-bubbaloop` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/kornia-bubbaloop/pull`

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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