Skill Index

InnoClaw/

optics_analysis

community[skill]

Optical System Analysis - Analyze optical system: calculate photon rate, frequency range, radiation pressure, and electron wavelength. Use this skill for optics tasks involving calculate incident photon rate calculate frequency range calculate radiation pressure electron wavelength. Combines 4 tools from 1 SCP server(s).

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details

Optical System Analysis

Discipline: Optics | Tools Used: 4 | Servers: 1

Description

Analyze optical system: calculate photon rate, frequency range, radiation pressure, and electron wavelength.

Tools Used

  • calculate_incident_photon_rate from server-23 (streamable-http) - https://scp.intern-ai.org.cn/api/v1/mcp/23/Optics_and_Electromagnetics
  • calculate_frequency_range from server-23 (streamable-http) - https://scp.intern-ai.org.cn/api/v1/mcp/23/Optics_and_Electromagnetics
  • calculate_radiation_pressure from server-23 (streamable-http) - https://scp.intern-ai.org.cn/api/v1/mcp/23/Optics_and_Electromagnetics
  • electron_wavelength from server-23 (streamable-http) - https://scp.intern-ai.org.cn/api/v1/mcp/23/Optics_and_Electromagnetics

Workflow

  1. Calculate incident photon rate
  2. Calculate frequency range
  3. Compute radiation pressure
  4. Calculate electron wavelength

Test Case

Input

{
    "wavelength": 5e-07,
    "power": 1.0
}

Expected Steps

  1. Calculate incident photon rate
  2. Calculate frequency range
  3. Compute radiation pressure
  4. Calculate electron wavelength

Usage Example

Note: Replace sk-b04409a1-b32b-4511-9aeb-22980abdc05c with your own SCP Hub API Key. You can obtain one from the SCP Platform.

import asyncio
import json
from contextlib import AsyncExitStack
from mcp import ClientSession
from mcp.client.streamable_http import streamablehttp_client
from mcp.client.sse import sse_client

SERVERS = {
    "server-23": "https://scp.intern-ai.org.cn/api/v1/mcp/23/Optics_and_Electromagnetics"
}

async def connect(url, stack):
    transport = streamablehttp_client(url=url, headers={"SCP-HUB-API-KEY": "sk-b04409a1-b32b-4511-9aeb-22980abdc05c"})
    read, write, _ = await stack.enter_async_context(transport)
    ctx = ClientSession(read, write)
    session = await stack.enter_async_context(ctx)
    await session.initialize()
    return session

def parse(result):
    try:
        if hasattr(result, 'content') and result.content:
            c = result.content[0]
            if hasattr(c, 'text'):
                try: return json.loads(c.text)
                except: return c.text
        return str(result)
    except: return str(result)

async def main():
    async with AsyncExitStack() as stack:
        # Connect to required servers
        sessions = {}
        sessions["server-23"] = await connect("https://scp.intern-ai.org.cn/api/v1/mcp/23/Optics_and_Electromagnetics", stack)

        # Execute workflow steps
        # Step 1: Calculate incident photon rate
        result_1 = await sessions["server-23"].call_tool("calculate_incident_photon_rate", arguments={})
        data_1 = parse(result_1)
        print(f"Step 1 result: {json.dumps(data_1, indent=2, ensure_ascii=False)[:500]}")

        # Step 2: Calculate frequency range
        result_2 = await sessions["server-23"].call_tool("calculate_frequency_range", arguments={})
        data_2 = parse(result_2)
        print(f"Step 2 result: {json.dumps(data_2, indent=2, ensure_ascii=False)[:500]}")

        # Step 3: Compute radiation pressure
        result_3 = await sessions["server-23"].call_tool("calculate_radiation_pressure", arguments={})
        data_3 = parse(result_3)
        print(f"Step 3 result: {json.dumps(data_3, indent=2, ensure_ascii=False)[:500]}")

        # Step 4: Calculate electron wavelength
        result_4 = await sessions["server-23"].call_tool("electron_wavelength", arguments={})
        data_4 = parse(result_4)
        print(f"Step 4 result: {json.dumps(data_4, indent=2, ensure_ascii=False)[:500]}")

        # Cleanup
        print("Workflow complete!")

if __name__ == "__main__":
    asyncio.run(main())

technical

github
SpectrAI-Initiative/InnoClaw
stars
374
license
Apache-2.0
contributors
16
last commit
2026-04-20T01:27:21Z
file
.claude/skills/optics_analysis/SKILL.md

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