# Junction-2025

> Junction-2025 — alexha11-junction-2025. Use this tool when you need to optimize wastewater pumping operations, such as at HSY Blominmäki, to improve efficiency and reduce costs. The Junction-2025 platform takes in forecast data and outputs optimized pumping schedules through a user-friendly React dashboard, leveraging a FastAPI backend and digital-twin tooling. Ideal for use cases involving complex wastewater management systems requiring data-driven decision support.

Canonical page: https://skillsregistry.net/skills/alexha11-junction-2025  
JSON: https://api.skillsregistry.net/v1/skills/alexha11-junction-2025

## Description

End-to-end platform for optimizing HSY Blominmäki wastewater pumping using multi-agent forecasts, a FastAPI orchestration backend, a React operator dashboard, and supporting digital-twin tooling.

## Trust

- **Trust score (0–1):** 0.21
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

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

## Source

- **Source listing:** [GitHub](https://github.com/alexha11/Junction-2025)

## 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": "alexha11-junction-2025"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/alexha11-junction-2025` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/alexha11-junction-2025/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