REFERENCE_MANUAL

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Complete reference for OpenClaw natural language commands, system architecture, and safety guidelines.

01.

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01

ENABLE_USB_DEBUG

Settings → Developer Options → USB Debugging ON

02

CONNECT_DEVICE

Plug Android phone via USB cable to desktop

03

LAUNCH_DEBLOAT

Run the Electron app — device auto-detected

debloat-ai.exe
04

ENTER_API_KEY

Paste your Perplexity API key for NLP features

05

START_CHATTING

Type natural language commands to debloat

> scan for bloatware
02.

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Natural language commands processed by the OpenClaw NLP engine. Type these directly into the chat interface.

COMMAND
DESCRIPTION
RISK
> remove facebook
Uninstalls Facebook app and clears residual data
SAFE
> remove all meta apps
Bulk removes Facebook, Instagram, WhatsApp
SAFE
> scan for bloatware
Analyzes device for manufacturer junk apps
SAFE
> what is com.miui.analytics
AI explains package purpose and risk level
SAFE
> show battery drainers
Lists apps consuming excessive power
SAFE
> list disabled packages
Shows all previously disabled system apps
SAFE
> backup everything
Creates full package vault before operations
SAFE
> restore com.google.gms
Reinstates a previously removed package
CAUTION
> enable lethal mode
Switches from advisory to direct ADB execution
DANGER
> nuke xiaomi telemetry
Force removes all tracking/analytics packages
DANGER
SAFE — No system impact
CAUTION — Review before executing
DANGER — Destructive operation
03.

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System stack from user interface to Android device. Each layer handles a specific responsibility in the pipeline.

UI
ELECTRON_SHELL
Cross-platform desktop wrapper
NLP
OPENCLAW_ENGINE
Natural language command parser
AI
PERPLEXITY_API
Package analysis & risk assessment
BACKEND
PYTHON_CORE
ADB command orchestration
BRIDGE
ADB_DAEMON
Android Debug Bridge protocol
TARGET
ANDROID_DEVICE
Connected phone via USB
DATA_FLOW
USER_INPUTELECTRONOPENCLAWPERPLEXITYPYTHONADBANDROID
04.

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RECOMMENDED
  • +Always backup before removing packages
  • +Start with ADVISORY mode first
  • +Check AI risk assessment before action
  • +Keep Google Play Services enabled
  • +Test device after each removal batch
AVOID
  • -Never remove system UI packages
  • -Don't disable core telephony services
  • -Avoid removing unknown packages blindly
  • -Don't use LETHAL mode on first run
  • -Never unplug USB during operations