diff --git a/README.md b/README.md
index ef217c9..c6e1b57 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,7 @@ This repository contains a reference implementation for controlling an Android e
 The agent operates in a continuous loop:
 1. It captures a screenshot of the virtual device using ADB.
 2. It sends the screenshot along with the user's task to Gemini 3.5 Flash.
-3. The model returns structured tool commands (such as `click`, `type`, `long_press`, `drag_and_drop`, `press_key`, `go_back`, `wait`, `list_apps`, `open_app`, `take_screenshot`).
+3. The model returns structured tool commands (such as `click`, `type`, `long_press`, `drag_and_drop`, `press_key`, `go_back`, gwait`, `list_apps`, `open_app`, `take_screenshot`).
 4. The client executing script maps the normalized coordinates (0-999) to the actual physical resolution of the screen and executes the action via ADB.
 5. The loop repeats until the task is complete.
 
@@ -16,7 +16,6 @@ The agent operates in a continuous loop:
 *   `agent.py`: The main agent script orchestrating the interaction loop.
 *   `setup_emulator.sh`: Idempotent shell script to configure and create the Android virtual device (`AI_Agent_Phone`) on macOS.
 *   `requirements.txt`: Python package dependencies.
-*   `run.sh`: Convenient entrypoint script to create virtualenv, install dependencies, and run the agent.
 
 ## Setup Instructions
 
@@ -45,22 +44,25 @@ export GEMINI_API_KEY="your-api-key-here"
 
 ### 3. Run the Agent
 
-You can launch the agent by executing `run.sh`:
+Create a virtual environment and install the required dependencies:
 
 ```bash
-chmod +x run.sh
-./run.sh
+uv venv
+source .venv/bin/activate
+uv pip install -r requirements.txt
 ```
 
-By default, the script runs the task: *"Find the latest blog post from philipp schmid and summarize it."*
-Alternatively, you can run the agent manually:
+Then run the agent:
 
 ```bash
-python agent.py "Open Settings and enable dark mode"
+python agent.py "Find the latest blog post from philipp schmid and summarize it."
 ```
 
----
+Alternatively, you can run the agent with a custom task:
 
+```bash
+python agent.py "Open Settings and enable dark mode"
+```
 
 ## Licensing & Disclaimer
 
diff --git a/run.sh b/run.sh
deleted file mode 100755
index 05ad980..0000000
--- a/run.sh
+++ /dev/null
@@ -1,39 +0,0 @@
-#!/bin/bash
-# Copyright 2026 Google LLC
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     https://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-set -e
-
-cd "$(dirname "$0")"
-
-if [ -z "${GEMINI_API_KEY:-}" ]; then
-    echo "[-] Set GEMINI_API_KEY first:"
-    echo "    export GEMINI_API_KEY=\"your-key\""
-    exit 1
-fi
-
-if ! command -v uv &> /dev/null; then
-    echo "[-] uv is required. Install from https://docs.astral.sh/uv/"
-    exit 1
-fi
-
-if [ ! -d ".venv" ]; then
-    echo "[+] Creating virtual environment..."
-    uv venv
-fi
-
-uv pip install -q -r requirements.txt
-
-echo "[+] Running agent: Find the latest blog post from philipp schmid and summarize it."
-uv run python agent.py "Find the latest blog post from philipp schmid and summarize it."