diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -1,50 +1,63 @@
 
-# Temporary WoT TD Tooling
+# WoTIS - Web of Things Integrated Schemas
 
-The aim of this repository is to simplify the current WoT TD tooling for generating the specification. WoT TD Tooling is a python project to automate the generation of
- 1) WoT resources: [SHACL Shapes](https://www.w3.org/TR/shacl/), [JSON Schema](https://json-schema.org/specification), [JSON-LD context](https://www.w3.org/TR/json-ld11/), and [RDF](https://www.w3.org/TR/rdf11-concepts/)
+The aim of this repository is to simplify the current tooling required for generating the WoT Thing Description (TD) specification and related resources. 
+WoTIS toolchain is a python-based project designed to automate the generation of
+ 1) WoT resources: [SHACL Shapes](https://www.w3.org/TR/shacl/), [JSON Schema](https://json-schema.org/specification), [JSON-LD context](https://www.w3.org/TR/json-ld11/), [RDF](https://www.w3.org/TR/rdf11-concepts/), and visual figures
  2) Documentation: TD specification and ontology specifications
 
-Here is an overview of the process:
+This project leverages [LinkML](https://linkml.io/linkml/) for modelling the [Web of Things Thing Description](https://www.w3.org/TR/wot-thing-description11/) information model.
 
-<img title="WoT Toolchain Overview" src="images/toolchain.svg">
+## Process Overview
 
-This project leverages [LinkML](https://linkml.io/linkml/) for modelling the [Web of Things Thing Description](https://www.w3.org/TR/wot-thing-description11/) information model.
+Below is a simplified overview of the process:
 
-## Prerequisites
+Step 1: Generate WoT resources using WOTIS
+
+Step 2: Generate the final WoT TD specification document using the generated WoT resources along with a static ```index.html```
+
+<img title="WoT Toolchain Overview" src="images/toolchain.svg">
 
-The [uv](https://docs.astral.sh/uv/) package manager.
+## Prerequisites
+* Python 3.11 or greater. [Download and install Python.](https://www.python.org/downloads/)
+* The [uv](https://docs.astral.sh/uv/) package manager.
 
 ## Quick Start
 1. Clone the repository and navigate to the project directory:
-```
+```bash
 git clone https://github.com/w3c/wot-thing-description-toolchain-tmp.git
 cd wot-thing-description-toolchain-tmp
 ```
-2. Run the script using `uv`
-```
-uv run main.py -h
+2. Install the package or run it using `uv run wotis`
+```bash
+uv install
 ```
 
 ## Usage
-The main.py script supports various options:
+See the list of all WOTIS commands:
+```bash
+wotis --help
 ```
-uv run main.py [-h] [-l] [-s]
+
+Generate WoT resources (RDF, JSON-LD Context, SHACL Shapes, and JSON Schema) from a default LinkML schema: 
+```bash
+wotis generate-wot-resources [-i] [-d] [-s] [--help]
 
 options:
-  -h, --help            show this help message and exit
-  -l, --local-docs      Boolean for local documentation generation.
-  -s, --serve-docs      Boolean for serving the generated documentation.
+  -i, --input_schema       Path to the input schema specified as LinkML yaml.
+                           [default: resources/schemas/thing_description.yaml]
+                           
+  -d, --generate_docs      Boolean for local documentation generation.
+  -s, --serve_docs         Boolean for serving the generated documentation.
+  --help                   Show this help message and exit.
 ```
+
 ## Examples
-Generate resources using the default schema and configuration:
-```
-uv run main.py
+Generate documentation using the default schema locally and serve it:
+```bash
+wotis generate-wot-resources -d -s
 ```
 
-Generate documentation locally and serve it:
-`uv run main.py -l -s`
-
 #### Default Paths
 * LinkML schema: `resources/schemas/thing_description.yaml`
 * Generated WoT resources: `resources/gens`
diff --git a/src/__init__.py b/src/__init__.py
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