diff --git a/examples/data_analysis_example/README.md b/examples/data_analysis_example/README.md
new file mode 100644
index 000000000..e6c6de956
--- /dev/null
+++ b/examples/data_analysis_example/README.md
@@ -0,0 +1,16 @@
+# Example - data_analysis_example 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/deriv_example/README.md b/examples/deriv_example/README.md
new file mode 100644
index 000000000..a6b55633e
--- /dev/null
+++ b/examples/deriv_example/README.md
@@ -0,0 +1,16 @@
+# Example - deriv_example 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/diff_example/README.md b/examples/diff_example/README.md
new file mode 100644
index 000000000..c047c462e
--- /dev/null
+++ b/examples/diff_example/README.md
@@ -0,0 +1,16 @@
+# Example - diff_example 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/dist_histogram/README.md b/examples/dist_histogram/README.md
new file mode 100644
index 000000000..3a5790d19
--- /dev/null
+++ b/examples/dist_histogram/README.md
@@ -0,0 +1,16 @@
+# Example - dist_histogram 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/fft_plot_example/README.md b/examples/fft_plot_example/README.md
new file mode 100644
index 000000000..535015fd1
--- /dev/null
+++ b/examples/fft_plot_example/README.md
@@ -0,0 +1,16 @@
+# Example - fft_plot_example 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/io_h5_dataset/README.md b/examples/io_h5_dataset/README.md
new file mode 100644
index 000000000..3210c3a40
--- /dev/null
+++ b/examples/io_h5_dataset/README.md
@@ -0,0 +1,16 @@
+# Example - io_h5_dataset 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/io_h5_relax/README.md b/examples/io_h5_relax/README.md
new file mode 100644
index 000000000..e3d52b927
--- /dev/null
+++ b/examples/io_h5_relax/README.md
@@ -0,0 +1,16 @@
+# Example - io_h5_relax 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/iter_lazy_generation/README.md b/examples/iter_lazy_generation/README.md
new file mode 100644
index 000000000..2be3c27ef
--- /dev/null
+++ b/examples/iter_lazy_generation/README.md
@@ -0,0 +1,16 @@
+# Example - iter_lazy_generation 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/la_triplet01/README.md b/examples/la_triplet01/README.md
new file mode 100644
index 000000000..42db00839
--- /dev/null
+++ b/examples/la_triplet01/README.md
@@ -0,0 +1,16 @@
+# Example - la_triplet01 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/ml_kmeans/README.md b/examples/ml_kmeans/README.md
new file mode 100644
index 000000000..543e323ae
--- /dev/null
+++ b/examples/ml_kmeans/README.md
@@ -0,0 +1,16 @@
+# Example - ml_kmeans 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/ml_kmeans_plot/README.md b/examples/ml_kmeans_plot/README.md
new file mode 100644
index 000000000..f6ed02335
--- /dev/null
+++ b/examples/ml_kmeans_plot/README.md
@@ -0,0 +1,16 @@
+# Example - ml_kmeans_plot 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/ml_knn_plot/README.md b/examples/ml_knn_plot/README.md
new file mode 100644
index 000000000..2d0235def
--- /dev/null
+++ b/examples/ml_knn_plot/README.md
@@ -0,0 +1,16 @@
+# Example - ml_knn_plot 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/ml_linreg01/README.md b/examples/ml_linreg01/README.md
new file mode 100644
index 000000000..245807e21
--- /dev/null
+++ b/examples/ml_linreg01/README.md
@@ -0,0 +1,16 @@
+# Example - ml_linreg01 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/ml_linreg02/README.md b/examples/ml_linreg02/README.md
new file mode 100644
index 000000000..8f9efa3de
--- /dev/null
+++ b/examples/ml_linreg02/README.md
@@ -0,0 +1,16 @@
+# Example - ml_linreg02 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/ml_linreg_plot/README.md b/examples/ml_linreg_plot/README.md
new file mode 100644
index 000000000..032c985d5
--- /dev/null
+++ b/examples/ml_linreg_plot/README.md
@@ -0,0 +1,16 @@
+# Example - ml_linreg_plot 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/ml_sentiment_analysis/README.md b/examples/ml_sentiment_analysis/README.md
new file mode 100644
index 000000000..3f911dd20
--- /dev/null
+++ b/examples/ml_sentiment_analysis/README.md
@@ -0,0 +1,16 @@
+# Example - ml_sentiment_analysis 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/mpi_basic_example/README.md b/examples/mpi_basic_example/README.md
index 69acae032..618ee353c 100644
--- a/examples/mpi_basic_example/README.md
+++ b/examples/mpi_basic_example/README.md
@@ -1,26 +1,16 @@
-# MPI Basic example
+# Example - mpi_basic_example 📘
 
-This example shows how to use the basic MPI functions in VSL.
+This example demonstrates the usage of the V Scientific Library for various purposes.
 
-## Quickstart
+## Instructions
 
-- Compile the example with:
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
 
-```bash
-v -o mpi_basic_example -prod -cc mpirun main.v
+```sh
+v run main.v
 ```
 
-- Run the example with:
-
-```bash
-$ mpirun -np 2 -H localhost:8 ./mpi_basic_example
-Test MPI 01
-Hello from rank 0
-The world has 2 processes
-Hello from rank 1
-The world has 2 processes
-ID: 0 - Assertion: true
-ID: 0 - Assertion: true
-ID: 1 - Assertion: true
-ID: 1 - Assertion: true
-```
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_annotated_pie_chart/README.md b/examples/plot_annotated_pie_chart/README.md
new file mode 100644
index 000000000..331b610a4
--- /dev/null
+++ b/examples/plot_annotated_pie_chart/README.md
@@ -0,0 +1,16 @@
+# Example - plot_annotated_pie_chart 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_bar/README.md b/examples/plot_bar/README.md
new file mode 100644
index 000000000..eb63a0eae
--- /dev/null
+++ b/examples/plot_bar/README.md
@@ -0,0 +1,16 @@
+# Example - plot_bar 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_basic_heatmap/README.md b/examples/plot_basic_heatmap/README.md
new file mode 100644
index 000000000..cce87111d
--- /dev/null
+++ b/examples/plot_basic_heatmap/README.md
@@ -0,0 +1,16 @@
+# Example - plot_basic_heatmap 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_bubble_chart/README.md b/examples/plot_bubble_chart/README.md
new file mode 100644
index 000000000..800b67704
--- /dev/null
+++ b/examples/plot_bubble_chart/README.md
@@ -0,0 +1,16 @@
+# Example - plot_bubble_chart 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_grouped_bar_chart/README.md b/examples/plot_grouped_bar_chart/README.md
new file mode 100644
index 000000000..8c420e28c
--- /dev/null
+++ b/examples/plot_grouped_bar_chart/README.md
@@ -0,0 +1,16 @@
+# Example - plot_grouped_bar_chart 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_heatmap_golden_ratio/README.md b/examples/plot_heatmap_golden_ratio/README.md
new file mode 100644
index 000000000..51c42d7a2
--- /dev/null
+++ b/examples/plot_heatmap_golden_ratio/README.md
@@ -0,0 +1,16 @@
+# Example - plot_heatmap_golden_ratio 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_histogram/README.md b/examples/plot_histogram/README.md
new file mode 100644
index 000000000..fcd2cd759
--- /dev/null
+++ b/examples/plot_histogram/README.md
@@ -0,0 +1,16 @@
+# Example - plot_histogram 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_line_axis_titles/README.md b/examples/plot_line_axis_titles/README.md
new file mode 100644
index 000000000..d102ee644
--- /dev/null
+++ b/examples/plot_line_axis_titles/README.md
@@ -0,0 +1,16 @@
+# Example - plot_line_axis_titles 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_line_plot_with_areas/README.md b/examples/plot_line_plot_with_areas/README.md
new file mode 100644
index 000000000..ec4d7e8e4
--- /dev/null
+++ b/examples/plot_line_plot_with_areas/README.md
@@ -0,0 +1,16 @@
+# Example - plot_line_plot_with_areas 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_pie/README.md b/examples/plot_pie/README.md
new file mode 100644
index 000000000..c81bb5071
--- /dev/null
+++ b/examples/plot_pie/README.md
@@ -0,0 +1,16 @@
+# Example - plot_pie 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_ripple_surface/README.md b/examples/plot_ripple_surface/README.md
new file mode 100644
index 000000000..5cd300178
--- /dev/null
+++ b/examples/plot_ripple_surface/README.md
@@ -0,0 +1,16 @@
+# Example - plot_ripple_surface 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_saddle_surface/README.md b/examples/plot_saddle_surface/README.md
new file mode 100644
index 000000000..cb1189679
--- /dev/null
+++ b/examples/plot_saddle_surface/README.md
@@ -0,0 +1,16 @@
+# Example - plot_saddle_surface 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_scatter/README.md b/examples/plot_scatter/README.md
new file mode 100644
index 000000000..0db112993
--- /dev/null
+++ b/examples/plot_scatter/README.md
@@ -0,0 +1,16 @@
+# Example - plot_scatter 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_scatter3d_1/README.md b/examples/plot_scatter3d_1/README.md
new file mode 100644
index 000000000..fe882a35a
--- /dev/null
+++ b/examples/plot_scatter3d_1/README.md
@@ -0,0 +1,16 @@
+# Example - plot_scatter3d_1 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_scatter3d_2/README.md b/examples/plot_scatter3d_2/README.md
new file mode 100644
index 000000000..2291f5f45
--- /dev/null
+++ b/examples/plot_scatter3d_2/README.md
@@ -0,0 +1,16 @@
+# Example - plot_scatter3d_2 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_scatter3d_easing/README.md b/examples/plot_scatter3d_easing/README.md
new file mode 100644
index 000000000..0bcda57b5
--- /dev/null
+++ b/examples/plot_scatter3d_easing/README.md
@@ -0,0 +1,16 @@
+# Example - plot_scatter3d_easing 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_scatter_with_annotations/README.md b/examples/plot_scatter_with_annotations/README.md
new file mode 100644
index 000000000..02c0b7ea6
--- /dev/null
+++ b/examples/plot_scatter_with_annotations/README.md
@@ -0,0 +1,16 @@
+# Example - plot_scatter_with_annotations 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_scatter_with_bars/README.md b/examples/plot_scatter_with_bars/README.md
new file mode 100644
index 000000000..d97649a4a
--- /dev/null
+++ b/examples/plot_scatter_with_bars/README.md
@@ -0,0 +1,16 @@
+# Example - plot_scatter_with_bars 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_scatter_with_histogram/README.md b/examples/plot_scatter_with_histogram/README.md
new file mode 100644
index 000000000..655fa4437
--- /dev/null
+++ b/examples/plot_scatter_with_histogram/README.md
@@ -0,0 +1,16 @@
+# Example - plot_scatter_with_histogram 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_scatter_with_regression/README.md b/examples/plot_scatter_with_regression/README.md
new file mode 100644
index 000000000..36bb2e3ac
--- /dev/null
+++ b/examples/plot_scatter_with_regression/README.md
@@ -0,0 +1,16 @@
+# Example - plot_scatter_with_regression 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_script_mode_ac_signal/README.md b/examples/plot_script_mode_ac_signal/README.md
new file mode 100644
index 000000000..e5b6bd383
--- /dev/null
+++ b/examples/plot_script_mode_ac_signal/README.md
@@ -0,0 +1,16 @@
+# Example - plot_script_mode_ac_signal 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_script_mode_simple_plot/README.md b/examples/plot_script_mode_simple_plot/README.md
new file mode 100644
index 000000000..3779d03a8
--- /dev/null
+++ b/examples/plot_script_mode_simple_plot/README.md
@@ -0,0 +1,16 @@
+# Example - plot_script_mode_simple_plot 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_script_mode_three_phase_signal/README.md b/examples/plot_script_mode_three_phase_signal/README.md
new file mode 100644
index 000000000..c8add2485
--- /dev/null
+++ b/examples/plot_script_mode_three_phase_signal/README.md
@@ -0,0 +1,16 @@
+# Example - plot_script_mode_three_phase_signal 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_shaded_area_sin/README.md b/examples/plot_shaded_area_sin/README.md
new file mode 100644
index 000000000..982ff59ae
--- /dev/null
+++ b/examples/plot_shaded_area_sin/README.md
@@ -0,0 +1,16 @@
+# Example - plot_shaded_area_sin 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_sin_cos_surface/README.md b/examples/plot_sin_cos_surface/README.md
new file mode 100644
index 000000000..21df84fea
--- /dev/null
+++ b/examples/plot_sin_cos_surface/README.md
@@ -0,0 +1,16 @@
+# Example - plot_sin_cos_surface 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/plot_surface_easing/README.md b/examples/plot_surface_easing/README.md
new file mode 100644
index 000000000..1caff8c82
--- /dev/null
+++ b/examples/plot_surface_easing/README.md
@@ -0,0 +1,16 @@
+# Example - plot_surface_easing 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/prime_factorization/README.md b/examples/prime_factorization/README.md
new file mode 100644
index 000000000..f02ac0fc6
--- /dev/null
+++ b/examples/prime_factorization/README.md
@@ -0,0 +1,16 @@
+# Example - prime_factorization 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/roots_bisection_solver/README.md b/examples/roots_bisection_solver/README.md
new file mode 100644
index 000000000..d04295934
--- /dev/null
+++ b/examples/roots_bisection_solver/README.md
@@ -0,0 +1,16 @@
+# Example - roots_bisection_solver 📘
+
+This example demonstrates the usage of the V Scientific Library for various purposes.
+
+## Instructions
+
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
+v run main.v
+```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊
diff --git a/examples/vcl_opencl_basic/README.md b/examples/vcl_opencl_basic/README.md
index 7e7673cce..a426dbef2 100644
--- a/examples/vcl_opencl_basic/README.md
+++ b/examples/vcl_opencl_basic/README.md
@@ -1,9 +1,16 @@
-# Basic VCL OpenCL Example
+# Example - vcl_opencl_basic 📘
 
-This example shows how to use VCL with OpenCL as backend.
+This example demonstrates the usage of the V Scientific Library for various purposes.
 
-## Quickstart
+## Instructions
 
-```bash
+1. Ensure you have the V compiler installed. You can download it from [here](https://vlang.io).
+2. Ensure you have the VSL installed. You can do it following the [installation guide](https://github.com/vlang/vsl?tab=readme-ov-file#-installation)!
+3. Navigate to this directory.
+4. Run the example using the following command:
+
+```sh
 v run main.v
 ```
+
+Enjoy exploring the capabilities of the V Scientific Library! 😊