# Mini Data Engine Runtime Copilot

> Use this tool when you need to monitor and analyze the performance of your Mini Data Engine, as it provides health checks, regression testing, explainability features, and operational memory management. It solves problems related to data engine optimization, debugging, and maintenance, offering insights into system performance and potential issues. By integrating with the Mini Data Engine, it accepts input data and system metrics, producing output reports and recommendations for improvement.

Canonical page: https://skillsregistry.net/skills/io-github-kroq86-mini-data-engine  
JSON: https://api.skillsregistry.net/v1/skills/io-github-kroq86-mini-data-engine

## Description

MCP runtime copilot for health checks, regressions, explainability, and operational memory.

## Trust

- **Trust score (0–1):** 0.98
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 0.1.10
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.kroq86%2Fmini-data-engine)
- **Repository:** <https://github.com/kroq86/data-engineering-runtime-lab>

## 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-kroq86-mini-data-engine"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-kroq86-mini-data-engine` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-kroq86-mini-data-engine/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