README.md wording fix (#20)

* README.md wording fix

README.md

@@ -4,56 +4,58 @@ This project provides various forms of distribution for [Stone](https://github.c
 
 ## About
 
-The goal of this project is to reduce the friction and time to start producing proofs using Stone. More broadly the aim is to make Stone a "known" piece of infra that can be easily integrated into application specific workflows and maintained with ease.
+The goal of this project is to reduce friction and speed up the process of generating proofs using Stone. More broadly, the aim is to make Stone a "known" piece of infrastructure that can be easily integrated into application-specific workflows and maintained efficiently.
 
 ## Roadmap
 
-- [x] Releases with static binaries for x86_64
-- [x] Releases with static binaries for arm64
-- [x] Minimal docker images for x86_64
+- [x] Static binary releases for x86_64
+- [x] Static binary releases for ARM64
+- [x] Minimal Docker images for x86_64
 - [x] Native packages for Debian/Ubuntu
 
 Follow-up work:
 - Native packages for Fedora
 - Native packages for Alpine
-- Native packages for Homebrew
-- Technical docs for file formats (inputs, outputs, memory, trace, proof), test data
-- Docs hosted on github pages
+- Homebrew packages
+- Technical documentation for file formats (inputs, outputs, memory, trace, proof), and test data
+- Documentation hosted on GitHub Pages
 - Integrated proof decomposition (related to https://github.com/zksecurity/stark-evm-adapter)
-- Observability suite (metrics, dashboard, configurable logging)
+- Observability suite (metrics, dashboards, configurable logging)
 - Stwo support
 
-# Instructions for use
+## Usage Instructions
 
-### Download binaries for x86_64
+### Download Binaries for x86_64
 
 ```bash
 sudo wget https://github.com/dipdup-io/stone-packaging/releases/latest/download/cpu_air_prover-x86_64 -O /usr/local/bin/cpu_air_prover && sudo chmod +x /usr/local/bin/cpu_air_prover
+
 sudo wget https://github.com/dipdup-io/stone-packaging/releases/latest/download/cpu_air_verifier-x86_64 -O /usr/local/bin/cpu_air_verifier && sudo chmod +x /usr/local/bin/cpu_air_verifier
 ```
 
-### Download binaries for MacOS Arm64
+### Download Binaries for macOS ARM64
 
 ```bash
 wget https://github.com/dipdup-io/stone-packaging/releases/latest/download/cpu_air_prover-arm64 -O /usr/local/bin/cpu_air_prover && chmod +x /usr/local/bin/cpu_air_prover
+
 wget https://github.com/dipdup-io/stone-packaging/releases/latest/download/cpu_air_verifier-arm64 -O /usr/local/bin/cpu_air_verifier && chmod +x /usr/local/bin/cpu_air_verifier
 ```
 
-### Creating and verifying a test proof using binaries
+### Creating and Verifying a Test Proof Using Binaries
 
 Clone the repository:
 
 ```bash
 git clone https://github.com/dipdup-io/stone-packaging.git /tmp/stone-packaging
 ```
 
-Navigate to the example test directory (`/tmp/stone-packaging/test_files/`):
+Navigate to the example test directory:
 
 ```bash
 cd /tmp/stone-packaging/test_files/
 ```
 
-Copy or download from latest release the binary files to this directory.
+Copy or download the binary files from the latest release to this directory.
 
 Run the prover:
 ```bash
@@ -65,30 +67,31 @@ cpu_air_prover \
     --parameter_file=cpu_air_params.json
 ```
 
-The proof is now available in the file `fibonacci_proof.json`.
+The proof will be available at `fibonacci_proof.json`.
+
+Run the verifier to verify the proof:
 
-Finally, run the verifier to verify the proof:
 ```bash
 cpu_air_verifier --in_file=fibonacci_proof.json && echo "Successfully verified example proof."
 ```
 
-## Download minimal docker images for x86_64
+## Download Minimal Docker Images for x86_64
 
-Download the necessary package. Package stone-prover contains cpu_air_prover and cpu_air_verifier. For example:
+Download the Docker image. The stone-prover package includes both cpu_air_prover and cpu_air_verifier:
 
 ```bash
 docker pull ghcr.io/dipdup-io/stone-packaging/stone-prover:latest
 ```
 
-### Creating and verifying a test proof using docker images
+### Creating and Verifying a Test Proof Using Docker
 
 Clone the repository:
 
 ```bash
 git clone https://github.com/dipdup-io/stone-packaging.git /tmp/stone-packaging
 ```
 
-Run docker images with volume:
+Run the Docker container with a volume mounted:
 
 ```bash
 docker run --entrypoint /bin/bash -v /tmp/stone-packaging/test_files:/app/prover ghcr.io/dipdup-io/stone-packaging/stone-prover -c "cd /app/prover && exec cpu_air_prover \
@@ -99,31 +102,31 @@ docker run --entrypoint /bin/bash -v /tmp/stone-packaging/test_files:/app/prover
     --parameter_file=cpu_air_params.json"
 ```
 
-The proof is now available at test_files/fibonacci_proof.json
+The proof will be available at test_files/fibonacci_proof.json.
 
-Run the verifier to verify the proof:
+To verify the proof:
 
 ```bash
 docker run --entrypoint /bin/bash -v /tmp/stone-packaging/test_files:/app/prover ghcr.io/dipdup-io/stone-packaging/stone-prover -c "cd /app/prover && exec cpu_air_verifier --in_file=fibonacci_proof.json && echo 'Successfully verified example proof.'"
 ```
 
-## Download Native packages for Debian/Ubuntu
+## Download Native Packages for Debian/Ubuntu
 
-Download the deb package from the latest release. For example:
+Download the .deb package from the latest release:
 
 ```bash
 wget https://github.com/dipdup-io/stone-packaging/releases/latest/download/stone-prover-linux-x86_64.deb && sudo dpkg -i stone-prover-linux-x86_64.deb
 ```
 
-### Creating and verifying a test proof using deb package
+### Creating and Verifying a Test Proof Using the .deb Package
 
 Clone the repository:
 
 ```bash
 git clone https://github.com/dipdup-io/stone-packaging.git /tmp/stone-packaging
 ```
 
-Navigate to the example test directory (`/tmp/stone-packaging/test_files/`):
+Navigate to the example test directory:
 
 ```bash
 cd /tmp/stone-packaging/test_files/
@@ -139,11 +142,11 @@ cpu_air_prover \
     --parameter_file=cpu_air_params.json
 ```
 
-The proof is now available in the file `fibonacci_proof.json`.
+The proof will be at `fibonacci_proof.json`.
 
-Finally, run the verifier to verify the proof:
+Run the verifier to confirm the proof:
 ```bash
 cpu_air_verifier --in_file=fibonacci_proof.json && echo "Successfully verified example proof."
 ```
 
-Project is supported by Nethermind and Starknet Foundation via [OnlyDust platform](https://app.onlydust.com/p/stone-packaging-)
+This project is supported by Nethermind and Starknet Foundation via [OnlyDust platform](https://app.onlydust.com/p/stone-packaging-)