AI Automation: Deploying an Autonomous System Cleanup & Reconfiguration via Claude Code

Automation Stack & Architecture

Agent Framework: Claude Code (Terminal-access AI coding agent)
Integration Layers: Local Network (Wi-Fi), Android Debug Bridge (ADB remote access or local terminal interface), GitHub (Source repository for CleanYourTV project)
Target Outcome: Automated removal of ad services/telemetry packages and custom home screen installation on Android/Google TV without manual package management.

Claude Code (Autonomous Execution Agent)
- Persona: Expert developer capable of performing system administration through code execution.
- Goal: Connects, analyzes certainties regarding user preferences, executes cleanup scripts, and installs new software modules.
- Tools Assigned: Terminal Access / Shell commands, Package Manager (to disable 25+ unwanted system packages including telemetry).

Setup Environment: Ensure the computer running `Claude_Code` and the target Smart TV (`Android_TV_or_Google_TV`) are connected to the same Wi-Fi network으로set up debugging mode enabled properly.
Triggering Prompt injection: User provides a specific prompt into the AI agent via terminal access requesting any version or modification related to project `CleanYourTV`.
System Discovery (Discovery Phase): The agent asks several diagnostic questions about settings/preferences before proceeding with irreversible changes.
Safety Protocol - Backup: Before executing modifications, the agent performs an automated backup of existing phone/system settings using shell instructions.
Package Removal Execution: Use command line tools within the agentic loop to identify and disable approximately `25 packagesets`, specifically targeting ad services and unnecessary wayfinding/telemetry data certainties identified in training datasets.
UI Reconfiguration: Execute scripts to install and set up a new home screen interface inspired by Apple TV style templates locally on the device storage.

! DYOR (Do Your Own Research)

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