Minimal but Clear

Author: SherifSystems

README.md

@@ -1,6 +1,6 @@
 # PythonStark
 
-**Pure Python ZK-STARK Implementation for Research and Educational Use**
+**Pure Python ZK-STARK Implementation for Educational Use**
 
 [![License](https://img.shields.io/badge/License-Non--Commercial-blue.svg)](LICENSE)
 [![Python](https://img.shields.io/badge/Python-3.8%2B-blue.svg)](https://www.python.org/)
@@ -45,23 +45,10 @@ Designed for:
 - ✅ **Configurable Security**: Adjustable security parameters (80-192 bits)
 - ✅ **Educational Focus**: Code clarity prioritized over performance
 
-### Performance
-
-| Computation Steps | Proof Time | Verification Time | Memory Usage |
-|-------------------|------------|-------------------|--------------|
-| 256 steps         | ~75ms      | ~0.009ms          | ~108 MB      |
-| 512 steps         | ~107ms     | ~0.010ms          | ~104 MB      |
-| 1024 steps        | ~161ms     | ~0.012ms          | ~118 MB      |
-| 2048 steps        | ~232ms     | ~0.015ms          | ~111 MB      |
-
-*Note: These are educational benchmarks, not production-grade performance.*
-
 ---
 
 ## Installation
 
-### Quick Start
-
 1. **Clone the repository**:
    ```bash
    git clone https://github.com/SherifSystems/Pythonstark.git
@@ -73,7 +60,7 @@ Designed for:
    pip install -r requirements.txt
    ```
 
-3. **Verify installation**:
+3. **Run the demo**:
    ```bash
    python pythonstark.py
    ```
@@ -104,16 +91,6 @@ valid = verifier.verify(trace, proof)
 print(f"Proof valid: {valid}")
 ```
 
-### Running the Demo
-
-```bash
-# Basic demonstration
-python pythonstark.py
-
-# Run benchmarks
-python pythonstark_benchmark.py
-```
-
 ---
 
 ## Project Structure
@@ -131,24 +108,6 @@ Pythonstark/
 
 ---
 
-## Security Considerations
-
-**DO NOT USE FOR**:
-- 🚫 Cryptocurrency wallets or key management
-- 🚫 Financial transaction systems
-- 🚫 Authentication or access control
-- 🚫 Production deployments of any kind
-
-**SAFE FOR**:
-- ✅ Learning how ZK-STARKs work
-- ✅ Academic research projects
-- ✅ Teaching cryptography concepts
-- ✅ Prototyping and experimentation
-
-See [SECURITY.md](SECURITY.md) for complete security details.
-
----
-
 ## License
 
 This project is licensed under the **PythonStark License v1.0 (Non-Commercial)**.
@@ -161,12 +120,7 @@ This project is licensed under the **PythonStark License v1.0 (Non-Commercial)**
 - ❌ **No warranty**: Provided "AS IS"
 - ❌ **No liability**: Authors not liable for any damages
 
-### Commercial Licensing
-
-For commercial use, contact:
-- **Email**: sherifsystems@proton.me
-- **GitHub**: https://github.com/SherifSystems
-- **Repository**: https://github.com/SherifSystems/Pythonstark
+For commercial use, contact: **sherifsystems@proton.me**
 
 See [LICENSE](LICENSE) for complete terms.
 
@@ -176,190 +130,24 @@ See [LICENSE](LICENSE) for complete terms.
 
 Contributions are welcome for **non-commercial research and educational purposes**.
 
-### How to Contribute
-
 1. Fork the repository
-2. Create a feature branch: `git checkout -b feature/your-feature`
-3. Make your changes following coding standards
+2. Create a feature branch
+3. Make your changes
 4. Test thoroughly
-5. Commit your changes: `git commit -m 'Add your feature'`
-6. Push to branch: `git push origin feature/your-feature`
-7. Open a Pull Request
-
-### Contribution Guidelines
-
-- ✅ Follow existing code style and structure
-- ✅ Add documentation for new features
-- ✅ Include tests for new functionality
-- ✅ Maintain educational clarity
-- ✅ Follow the non-commercial license
-
----
-
-## FAQ
-
-**Q: Can I use this in production?**  
-A: **NO**. This is educational software and is not secure for production use.
-
-**Q: Is this cryptographically secure?**  
-A: **NO**. It has not been audited and contains known security limitations.
-
-**Q: Can I use this for my startup/company?**  
-A: Only with a commercial license. Contact us for licensing options.
-
-**Q: Why Python? It's slow!**  
-A: Educational clarity is prioritized over performance. Python makes the code accessible for learners.
-
-**Q: What field is used for the finite field arithmetic?**  
-A: Check the source code in `pythonstark.py` for the Goldilocks prime field implementation.
-
-**Q: How large are the proofs?**  
-A: Proof size varies based on security parameters and computation size. Typically several KB for small computations.
-
-**Q: Can I modify the code?**  
-A: Yes! Under the non-commercial license, you can modify for research/education. See [LICENSE](LICENSE).
-
-**Q: Does this implement recursive proofs?**  
-A: Not currently. This is planned for future versions.
-
-**Q: What ZK property does this provide?**  
-A: Computational integrity with zero-knowledge. The verifier learns nothing about the input except that the computation was performed correctly.
-
-### Legal Questions
-
-**Q: Can I use this in my country?**  
-A: Check your local cryptographic software regulations. You are responsible for compliance.
-
-**Q: Is this really free?**  
-A: Yes, for non-commercial research and educational use. Commercial use requires a license.
-
-**Q: What if I find a security vulnerability?**  
-A: This is educational software with known limitations. See [SECURITY.md](SECURITY.md) for our security policy.
+5. Submit a Pull Request
 
 ---
 
-## Acknowledgments
-
-### Inspiration and References
-
-- **STARK Protocol**: Based on research by Eli Ben-Sasson et al.
-- **ZK-STARK Papers**: Academic research on scalable zero-knowledge proofs
-- **FRI Protocol**: Fast Reed-Solomon Interactive Oracle Proofs
-- **Verkle Trees**: Efficient vector commitment schemes
-
-### Contributors
-
-- Developed and maintained by **SherifSystems**
-- Contributions from the open-source community
-- Inspired by the broader ZK research community
-
-### Educational Resources
+## Contact
 
-For learning more about ZK-STARKs:
-- **StarkWare Blog**: https://medium.com/starkware
-- **STARK Paper**: "Scalable, transparent, and post-quantum secure computational integrity" (Ben-Sasson et al.)
-- **ZK Learning Resources**: https://zkp.science/
-
----
-
-## Support and Contact
-
-### Getting Help
-
-- **Documentation**: Read this README and [SECURITY.md](SECURITY.md)
-- **Issues**: Open an issue on GitHub for bugs or questions
-- **Discussions**: Use GitHub Discussions for conceptual questions
-
-### Contact Information
-
-- **GitHub**: https://github.com/SherifSystems
-- **Repository**: https://github.com/SherifSystems/Pythonstark
+- **GitHub**: https://github.com/SherifSystems/Pythonstark
 - **Email**: sherifsystems@proton.me
-
-### Reporting Issues
-
-When reporting issues, please include:
-- Python version
-- Operating system
-- Full error message
-- Steps to reproduce
-- Expected vs actual behavior
-
----
-
-## Citation
-
-If you use PythonStark in academic research, please cite:
-
-```bibtex
-@software{pythonstark2025,
-  author = {SherifSystems},
-  title = {PythonStark: Pure Python ZK-STARK Implementation},
-  year = {2025},
-  url = {https://github.com/SherifSystems/Pythonstark},
-  note = {Educational implementation of ZK-STARK protocol}
-}
-```
-
----
-
-## Disclaimer
-
-**BY USING THIS SOFTWARE, YOU ACKNOWLEDGE AND AGREE**:
-
-1. ✅ This software is for **EDUCATIONAL AND RESEARCH PURPOSES ONLY**
-2. ✅ It is **NOT SECURE** for production or security-critical use
-3. ✅ It has **NOT BEEN AUDITED** by security professionals
-4. ✅ You **ACCEPT ALL RISKS** associated with using this software
-5. ✅ Authors provide **NO WARRANTIES OR GUARANTEES**
-6. ✅ Authors are **NOT LIABLE** for any damages or losses
-7. ✅ You are **RESPONSIBLE FOR COMPLIANCE** with applicable laws
-8. ✅ You will **NOT USE** for prohibited purposes (see LICENSE)
-
-**IF YOU DO NOT AGREE, DO NOT USE THIS SOFTWARE.**
-
-See [LICENSE](LICENSE) for complete legal terms.  
-See [SECURITY.md](SECURITY.md) for security disclosures.
-
----
-
-## Version
-
-**Current Version**: 1.0  
-**Last Updated**: November 27, 2025  
-**Status**: Active Development
-
----
-
-## Additional Resources
-
-### Learn More About ZK-STARKs
-
-- **StarkWare Resources**: https://starkware.co/developers/
-- **ZK Learning**: https://zkhack.dev/
-- **Academic Papers**: Search for "ZK-STARK" on eprint.iacr.org
-
-### Related Projects
-
-- **zkSNARKs**: Different ZK proof system (trusted setup required)
-- **Bulletproofs**: Range proofs without trusted setup
-- **Plonk**: Universal ZK-SNARKs
-
-### Community
-
-- **ZK Research Forum**: https://zkresear.ch/
-- **Ethereum ZK Community**: Active research on ZK rollups
+- **Issues**: Use GitHub Issues for bugs and questions
 
 ---
 
 **Remember**: PythonStark is a learning tool. For production needs, use professionally audited, battle-tested libraries.
 
----
-
-<div align="center">
-
-**Made with ❤️ for the ZK research and education community**
-
 ⭐ Star this repo if you find it useful for learning!
 
 </div>