# autotwin-de

> autotwin-de — ahmedmaaloul-autotwin-de. Use this tool when you need to simulate and optimize electric mobility in Germany, leveraging official open data, physics simulations, and machine learning energy models to analyze and improve charging infrastructure. It solves problems related to charging optimization, energy efficiency, and mobility planning, providing outputs such as optimized charging schedules and energy consumption forecasts. It takes in open data and vehicle information as inputs, making it ideal for use cases in transportation planning, energy management, and smart city development.

Canonical page: https://skillsregistry.net/skills/ahmedmaaloul-autotwin-de  
JSON: https://api.skillsregistry.net/v1/skills/ahmedmaaloul-autotwin-de

## Description

Intelligent digital twin for German electric mobility: official open data, a physics simulation of vehicles, PostGIS analytics, an ML energy model, charging optimisation and an MCP server

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** Apache-2.0
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/ahmedmaaloul/autotwin-de)

## 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": "ahmedmaaloul-autotwin-de"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ahmedmaaloul-autotwin-de` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ahmedmaaloul-autotwin-de/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