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Enhance Documentation, Add Features & Improve Apertre 3.0-Ready Support #3

@adityasingh-0803

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@adityasingh-0803

📄 PR Description
🧠 Overview

This PR includes improvements to the Flexi-Roaster repository aimed at enhancing clarity, usability, and adoption. The changes improve the documentation, setup experience, feature discoverability, and readiness for contributions — especially under Apertre 3.0 participation.

Flexi-Roaster is an intelligent, full-stack pipeline automation and processing framework combining a Python backend and React frontend, designed for modern workflow orchestration with real-time monitoring and AI-driven insights.

🚀 Major Changes
📝 1. Documentation Enhancements

Expanded README.md with clear sections on:

Project purpose and architecture

Technology stack breakdown

Detailed installation instructions

Quick start guide

Added missing sections for easier onboarding and improved contribution guidance.

🧩 2. Setup Improvement

Clarified environment configuration steps.

Included consistent usage of .env.example for environment variable reference.

Improved Docker setup instructions.

🔧 3. Feature & Code Improvements

Standardized formatting and cleaned up minor code inconsistencies.

Added better comments to major modules for improved readability.

Provided baseline test improvements for coverage of core features.

📣 4. Apertre 3.0 Support

Updated repository badges and documentation to clarify the project’s participation in Apertre’26 (event/initiative tags already present).

Ensured that contribution guidelines, issue tags, and difficulty labels align with Apertre 3.0 contributor expectations.

📋 Why This Matters

✔ Makes getting started with Flexi-Roaster easier for new contributors
✔ Reduces friction in setting up development environments
✔ Improves documentation quality to accelerate adoption
✔ Encourages community engagement under Apertre 3.0

📌 Checklist

Updated project documentation

Improved setup workflows

Clarified contribution guidelines

Verified local setup and execution steps

Maintained backward compatibility

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