genpark-arithmetic-coding-fractional-interval-skill

High-precision fractional range subdivision arithmetic compression encoder and decoder

Part of the GenPark Autonomous Agent Matrix, developed for production AI agents operating across local and distributed enterprise networks.

🏗️ Architecture

flowchart TD
    A[Raw Data Stream / Text] --> B[genpark-arithmetic-coding-fractional-interval-skill]
    B --> C[Pure Python Standard Library Compression Engine]
    C --> D[Optimal Compact Bitstream / Token Sequence]
    B --> E[MCP Protocol Endpoint stdio]
    E --> F[Cursor / Claude Desktop / Windsurf Integration]

🚀 Quickstart

Native Python Execution

python example_usage.py

Standard Library Verification

from client import *

MCP Server (Claude Desktop / Cursor)

{
  "mcpServers": {
    "genpark-arithmetic-coding-fractional-interval-skill": {
      "command": "python",
      "args": ["-m", "genpark_arithmetic_coding_fractional_interval_skill.mcp_server"]
    }
  }
}

📄 License

MIT License.