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+# bsc_finder.py
+
+## Table of Contents
+
+- [Overview](#overview)
+- [Features](#features)
+- [Requirements](#requirements)
+- [Installation](#installation)
+- [Usage](#usage)
+- [Output](#output)
+- [Logging](#logging)
+- [Error Handling](#error-handling)
+- [Dependencies](#dependencies)
+- [License](#license)
+- [Notes](#notes)
+
+---
+
+## Overview
+
+This Python script automates the process of gathering, processing and storing bug reports
+consuming Bugzilla REST API.
+It requires a valid API key to function.
+
+The script allows users to filter bug reports for SUMA 4.3 and 5.0 products.
+
+## Features
+
+- Fetches and stores bug reports from Bugzilla REST API through a CLI
+
+## Requirements
+
+- A valid Bugzilla API key
+- Python 3.6 or higher
+- `requests` library
+- `bugzilla_client` library: Ensure you have the `bugzilla_client` module available in
+  your environment.
+
+## Installation
+
+To install the required dependencies, ensure you have `requests` installed:
+
+```bash
+pip install requests
+```
+
+## Usage
+
+Command-Line Arguments
+
+The script accepts several command-line arguments to control its behavior.
+
+```bash
+python bsc_finder.py [options]
+```
+
+Options:
+
+1) Required Argument:
+    - API Key (-k or --api-key):
+        Description: Bugzilla API key (required).
+        Usage: -k YOUR_API_KEY or --api-key YOUR_API_KEY
+
+2) Filter Options:
+    - All Products (-a or --all):
+        Description: Returns results for all supported products, overriding version and cloud flags.
+        Usage: -a or --all (flag)
+    - Product Version (-p or --product-version):
+        Description: Specify the product version of SUMA to run the script for. Options: 4.3 or 5.0. Default is 4.3.
+        Usage: -p 5.0 or --product-version 5.0
+    - Cloud (-c or --cloud):
+        Description: Returns BSCs for SUMA in Public Clouds.
+        Usage: -c or --cloud (flag)
+    - Status (-s or --status):
+        Description: Filters BSCs by status. Options: NEW, CONFIRMED, IN_PROGRESS, RESOLVED.
+        Usage: -s NEW or --status NEW
+    - Resolution (-r or --resolution):
+        Description: Filters issues by resolution. Leave empty for open bugs.
+        Usage: -r FIXED or --resolution FIXED
+
+3) Output Options:
+    - Output File (-o or --output):
+        Description: Specifies the file in which the results will be saved.
+        Usage: -o results.txt or --output results.txt
+    - Output Format (-f or --format):
+        Description: Format for the output file. Options: json, txt. Default is txt.
+        Usage: -f json or --format json
+
+Example:
+
+```bash
+python bsc_finder.py -k YOUR_API_KEY -p 5.0 -s NEW -c -o results.txt -f txt
+```
+
+This command will:
+
+1) Instantiate a new Bugzilla REST API client using your API key
+2) Query the API for all the bug reports related to 'SUSE Manager 5.0 in Public Clouds', in status NEW
+3) Save the results to a file called 'results.txt', as a .md formatted list of link-summary elements
+
+## Output
+
+The produced output can be one of:
+1) a JSON file, containing all the bug reports info
+2) a txt file formatted in .md syntax, containing links and a summary for each report.
+
+## Logging
+
+The script includes basic logging for informational messages. To enable logging,
+ensure the setup_logging function is called at the beginning of the script. Log
+messages will display timestamped INFO-level messages.
+
+## Error Handling
+
+- If no, or an invalid, API key is provided via CLI the script will print an error
+message and halt execution.
+- Invalid flags values in appropriate error messages.
+
+## Dependencies
+
+`requests`: A popular Python library for making HTTP requests. It is used here to
+handle communication with the SMASH API.
+
+## License
+
+This script is licensed under the [MIT License](https://opensource.org/licenses/MIT).
+
+## Notes
+
+Ensure that the requests library is installed in your environment.
+This script relies on the Bugzilla REST API being available and responsive and having a valid API key for it.
+
+Handle possible exceptions appropriately in production environments.
+Caching helps in reducing the load on the API and speeds up access to the
+embargoed IDs, but make sure to handle cache invalidation if the data can change
+frequently.