Optical Frequency Calculation

SkillDev tools

Calculate optical frequency and wavelength relationships for photonics and electromagnetic analysis.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Optical Frequency Calculation skill

What this skill tells your AI

The instructions your AI receives, as published by internscience/scp in skills/optical-frequency-calculation/SKILL.md and read by ahel’s review.

Usage

import asyncio
import json
from mcp.client.streamable_http import streamablehttp_client
from mcp import ClientSession

class OpticsClient:
    def __init__(self, server_url: str, api_key: str):
        self.server_url = server_url
        self.api_key = api_key
        self.session = None

    async def connect(self):
        try:
            self.transport = streamablehttp_client(url=self.server_url, headers={"SCP-HUB-API-KEY": self.api_key})
            self.read, self.write, self.get_session_id = await self.transport.__aenter__()
            self.session_ctx = ClientSession(self.read, self.write)
            self.session = await self.session_ctx.__aenter__()
            await self.session.initialize()
            return True
        except:
            return False

    async def disconnect(self):
        if self.session:
            await self.session_ctx.__aexit__(None, None, None)
        if hasattr(self, 'transport'):
            await self.transport.__aexit__(None, None, None)

    def parse_result(self, result):
        try:
            if hasattr(result, 'content') and result.content:
                return json.loads(result.content[0].text)
            return str(result)
        except:
            return {"error": "parse error"}

## Initialize and use
client = OpticsClient("https://scp.intern-ai.org.cn/api/v1/mcp/23/Optics_and_Electromagnetics", "<your-api-key>")
await client.connect()

# Calculate frequency from wavelength
c = 3e8  # m/s (speed of light)
wavelength = 532e-9  # m (green laser)
frequency = c / wavelength
print(f"Frequency: {frequency/1e12:.2f} THz")

await client.disconnect()

Use Cases

  • Laser physics, optical communications, spectroscopy, photonics engineering

Signals

GitHub stars
167
Forks
9
Last commit
Jun 2026
Advanced
Catalog kind
skill
Gateway key
optical-frequency-calculation
Source
github.com/internscience/scp