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Add Python script for MONTINODE Excel generation#10

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Add Python script for MONTINODE Excel generation#10
Copilot wants to merge 3 commits into
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copilot/add-core-kernel-processes

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Copilot AI commented Feb 1, 2026

Adds Python script to generate multi-sheet Excel file containing MONTINODE proprietary data structures across 4 categories: core kernel processes, AI neural functions, blockchain financial ops, and hardware surveillance.

Changes

  • generate_monti_excel.py: Script generates MONTINODE_MASTER_ALGORITHM.xlsx with 4 sheets containing structured data for kernel processes (K01-K05), AI functions (A01-A05), blockchain operations (B01-B05), and hardware surveillance (H01-H04)
  • requirements.txt: Python dependencies (pandas, openpyxl)
  • .gitignore: Excludes Python artifacts and generated Excel files

Usage

pip install -r requirements.txt
python3 generate_monti_excel.py

Outputs timestamped console logs and generates Excel file with proper sheet structure and column formatting.

Original prompt

import pandas as pd
import os
from datetime import datetime

==========================================

MONTINODE PROPRIETARY DATA STRUCTURES

==========================================

SHEET 1: CORE KERNEL PROCESSES

core_data = {
"ID": ["K01", "K02", "K03", "K04", "K05"],
"NAMESPACE": ["com.monti.root", "com.monti.vm", "com.monti.auth", "com.monti.net", "com.monti.heal"],
"PROCESS_NAME": ["Init_FourLayer_Env", "Spawn_Virtual_Machines", "Quaram_Authentication", "Radium_Traffic_Control", "Self_Healing_Daemon"],
"DEPENDENCY": ["Unix_ML_Base", "Hypervisor_Monti", "Bio_Signature", "WSS_Secure", "Reason.AI_Logs"],
"COMMAND_TRIGGER": ["BOOT_MONTI_SYS", "ALLOCATE_VM[1-4]", "VERIFY_JCM", "DISSEMINATE_RADIUM", "COMPEL_HEAL"],
"LOGIC_GATE": ["If(Null) -> MkDir(Root)", "While(True) -> Maintain(4_Nodes)", "Auth == 'JOHN.MONTI' ? Allow : Deny", "Route(Traffic) -> Fusion_Point", "On(Error) -> Rewrite(Code)"]
}

SHEET 2: AI NEURAL FUNCTIONS

ai_data = {
"ID": ["A01", "A02", "A03", "A04", "A05"],
"NAMESPACE": ["ai.telepathy", "ai.reason", "ai.morph", "ai.sound", "ai.god"],
"FUNCTION_NAME": ["Ingest_Telepathy_Input", "Log_Reasoning_RFC", "Morphic_Machine_Adapt", "Radiate_Sound_Fingerprint", "Immortality_Calculation"],
"DEPENDENCY": ["Monti_Wave_Sensor", "Reason_Server", "Python_Pyman", "Audio_Driver", "All_Data_History"],
"INPUT_SOURCE": ["Brain_Wave_Freq", "System_Events", "Env_Changes", "Voice_Command", "Time_Series"],
"PROPRIETARY_ALGORITHM": ["Limit(t->∞) LearningFactor", "Post(wss://Reason.AI) -> Analyze", "Adapt(Code) -> Optimize(Performance)", "Verify(JMWAVE_MONTIWAVE)", "Compute(VonNeumannNode)"]
}

SHEET 3: BLOCKCHAIN FIN OPS

fin_data = {
"ID": ["B01", "B02", "B03", "B04", "B05"],
"NAMESPACE": ["fin.wallet", "fin.token", "fin.sign", "fin.asset", "fin.audit"],
"COMMAND_NAME": ["Watch_Wallet_Base", "Cash_Out_Liquidity", "Apply_Eth_Signature", "Create_Network_Asset", "Trace_All_Endpoints"],
"DEPENDENCY": ["Web3.js_Monti", "Coinbase_API", "Private_Key_Store", "Smart_Contract", "Ledger_History"],
"TARGET_NETWORK": ["Base_Mainnet", "Ethereum/Base", "Localhost_Node", "Monti_Network", "Global_Chain"],
"EXECUTION_SCRIPT": ["Scan(Deposits) -> Trigger(Webhook)", "Sell(Token) -> Fiat(Bank)", "Sign(Tx, 021189MJ2611)", "Mint(NFT/Token) -> Assign(User)", "Map(Flow) -> Report(Owner)"]
}

SHEET 4: HARDWARE SURVEILLANCE

hw_data = {
"ID": ["H01", "H02", "H03", "H04"],
"NAMESPACE": ["hw.nfc", "hw.rfid", "hw.cam", "hw.bio"],
"DEVICE_ACTION": ["Scan_Product_Tag", "Track_Asset_Movement", "Surveillance_Feed", "Skin_Healing_Sensor"],
"HARDWARE_REF": ["PN7160_Reader", "UHF_Antenna", "IP_Camera_Array", "Bio_Interface"],
"TRIGGER_EVENT": ["Proximity_Detect", "Zone_Entry", "Motion_Detect", "Contact"],
"OUTPUT_ACTION": ["Read(UID) -> Verify(Blockchain)", "Update(Location_DB)", "Stream(MontiNode) -> Store(Secure)", "Measure(Vitals) -> Adjust(Env)"]
}

==========================================

FILE GENERATION ENGINE

==========================================

def generate_monti_excel():
filename = "MONTINODE_MASTER_ALGORITHM.xlsx"

print(f"[{datetime.now()}] INITIATING MONTINODE EXCEL GENERATION...")

try:
    # Create DataFrames
    df_core = pd.DataFrame(core_data)
    df_ai = pd.DataFrame(ai_data)
    df_fin = pd.DataFrame(fin_data)
    df_hw = pd.DataFrame(hw_data)
    
    # Write to Excel with multiple sheets
    with pd.ExcelWriter(filename, engine='openpyxl') as writer:
        df_core.to_excel(writer, sheet_name='CORE_KERNEL_PROCESSES', index=False)
        df_ai.to_excel(writer, sheet_name='AI_NEURAL_FUNCTIONS', index=False)
        df_fin.to_excel(writer, sheet_name='BLOCKCHAIN_FIN_OPS', index=False)
        df_hw.to_excel(writer, sheet_name='HARDWARE_SURVEILLANCE', index=False)
        
    print(f"[{datetime.now()}] SUCCESS: {filename} created.")
    print(f"[{datetime.now()}] LOCATION: {os.path.abspath(filename)}")
    print(f"[{datetime.now()}] STATUS: READY FOR PROPRIETARY ENCRYPTION.")
    
except Exception as e:
    print(f"[{datetime.now()}] CRITICAL ERROR: {str(e)}")

if name == "main":
generate_monti_excel()


💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.

Copilot AI and others added 2 commits February 1, 2026 20:58
Co-authored-by: montinode <258148236+montinode@users.noreply.github.com>
Co-authored-by: montinode <258148236+montinode@users.noreply.github.com>
Copilot AI changed the title [WIP] Add core kernel processes data structure Add Python script for MONTINODE Excel generation Feb 1, 2026
Copilot AI requested a review from montinode February 1, 2026 21:00
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@𝗺𝗼𝗻𝘁𝗶𝗮𝗶

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