Build the justice system we all need - transparent, accountable, evidence-based, and accessible to everyone.
Transform criminal justice, victim support, and digital identity protection through:
- Evidence-Based Reform: Data-driven policy and practice
- Victim-Centered Services: 24/7 AI-powered crisis support
- Preemptive Protection: Detect and prevent harm before it escalates
- Digital Rights: Protect identity and privacy across all platforms
- Open Collaboration: Community-driven innovation and improvement
Every year:
- Millions experience crime victimization without adequate support
- Thousands suffer identity theft and deepfake exploitation
- Billions in economic harm from cybercrime
- Countless opportunities missed for early intervention and prevention
We can do better. This open-source framework provides the tools, knowledge, and community to transform justice from reactive punishment to proactive protection and support.
The Justice System is a comprehensive open-source framework combining cutting-edge technology (AI, blockchain, biometrics) with evidence-based justice system improvements. It's designed for researchers, practitioners, developers, advocates, and anyone passionate about justice reform.
This repository is organized using a 16-category taxonomy (00-15) that mirrors the actual U.S. criminal justice system flow, from initial law enforcement contact through reentry and support services.
- 📖 Master Index - Complete navigation guide
- 🗺️ Reorganization Plan - Content migration mapping
- 🏛️ System Architecture - Technical architecture
24/7 crisis support and legal assistance (999-999-9999)
- Real-time voice AI (Ultravox + GPT-4)
- Legal case management
- Evidence visualization
- Automated transcription
- Blockchain evidence preservation
📍 Location: 07_Victims_Rights_and_Support/Crisis_Support_Services/
🔧 Implementation: 15_Resources_and_Tools/Software_and_Databases/Centralized/AILegalHotline/
Preemptive legal risk detection using contrastive learning
- Real-time communication analysis
- Pattern recognition and escalation detection
- Expert legal analyst integration
- Constitutional compliance safeguards
📍 Location: 01_Entry_into_the_System/Law_Enforcement/Technology_and_Surveillance/
🔧 Implementation: 15_Resources_and_Tools/Software_and_Databases/Centralized/Sentinel/
Multi-language SDK for platform-level identity protection
- Government ID + biometric verification
- Blockchain tracking (Cardano, Ethereum, Solana, etc.)
- Cross-platform monitoring
- Instant takedown authority
📍 Location: 07_Victims_Rights_and_Support/ + 13_Legislation_and_Policy/Federal/
🔧 Implementation: 15_Resources_and_Tools/Software_and_Databases/packages/
Federal legislation for NCII removal and identity protection
- 48-hour takedown requirement
- Mandatory platform compliance
- $10M+ penalties for non-compliance
- Cross-border enforcement
📍 Location: 13_Legislation_and_Policy/Federal/Take_It_Down_Act_2025.md
Justice_System/
├── 00_Overview_and_Introduction/ # System overview, maps, diagrams
├── 01_Entry_into_the_System/ # Law enforcement, policing, Sentinel
├── 02_Prosecution_and_Pretrial/ # Charging, pretrial, legal assistance
├── 03_Adjudication_and_Trial/ # Courts, evidence, digital forensics
├── 04_Sentencing_and_Sanctions/ # Sentencing, alternatives
├── 05_Corrections_and_Incarceration/ # Prisons, rehabilitation
├── 06_Reentry_and_Community_Supervision/ # Reentry, collateral consequences
├── 07_Victims_Rights_and_Support/ # AI Legal Hotline, victim services
├── 08_Oversight_Accountability_and_Reform/# Reform proposals, innovations
├── 09_Civil_and_Administrative_Justice/ # Civil litigation, digital rights
├── 10_Specialized_and_Alternative_Justice/# Problem-solving courts
├── 11_Data_Research_and_Statistics/ # Empirical data, research
├── 12_Comparative_and_International/ # International models
├── 13_Legislation_and_Policy/ # Take It Down Act, legislation
├── 14_Case_Law_and_Precedents/ # Legal precedents
└── 15_Resources_and_Tools/ # Technical implementations
- Start with
INDEX.mdfor complete navigation - Review
00_Overview_and_Introduction/for system context - Explore specific topic areas (01-14)
- Reference empirical data in
11_Data_Research_and_Statistics/
- Navigate to operational sections (01-06) for current practices
- Explore
08_Oversight_Accountability_and_Reform/for innovations - Access
15_Resources_and_Tools/for implementations - Reference
13_Legislation_and_Policy/for legal frameworks
- Navigate to
15_Resources_and_Tools/Software_and_Databases/ - Select appropriate language package (TypeScript, Python, Rust, etc.)
- Review integration documentation
- Reference API guides and examples
- Study
08_Oversight_Accountability_and_Reform/for reform proposals - Review
07_Victims_Rights_and_Support/for victim services - Examine
12_Comparative_and_International/for alternative models
- Orchestration: n8n (GCP)
- Voice AI: Ultravox + OpenAI GPT-4 + ElevenLabs
- Telephony: Twilio
- Database: PostgreSQL + Redis
- Embeddings: Nomic Atlas Enterprise
- Case Law: Grok 4 API
- Infrastructure: Rust + TypeScript
- Engine: Rust-based processing
- ML: Contrastive learning (positive/negative indexes)
- Integration: AI Legal Hotline + Law enforcement systems
- Evidence: Blockchain chain of custody
- Languages: TypeScript, Python, Rust, Go, Java, Swift, C#, and 12+ more
- Blockchains: Cardano (primary), Ethereum, Polygon, Solana, Bitcoin, Polkadot, Chainlink, ICP
- Platforms: Facebook, Instagram, TikTok, Twitter/X, YouTube, Snapchat, Discord, LinkedIn
- Verification: Government ID + biometric (facial, voice, behavioral)
- AI Legal Hotline: 999-999-9999 (24/7)
- National Domestic Violence Hotline: 1-800-799-7233
- RAINN Sexual Assault Hotline: 1-800-656-4673
- National Suicide Prevention Lifeline: 988
- Crisis Text Line: Text HOME to 741741
INDEX.md- Master navigation index00_Overview_and_Introduction/README.md- System overviewREORGANIZATION_PLAN.md- Content migration mapping
15_Resources_and_Tools/README.md- Implementation guideLANGUAGE_PARITY.md- Multi-language SDK matrixARCHITECTURE.md- Original technical architecture
13_Legislation_and_Policy/Federal/Take_It_Down_Act_2025.md07_Victims_Rights_and_Support/README.md- Victim rights
08_Oversight_Accountability_and_Reform/README.md08_Oversight_Accountability_and_Reform/Reform_Proposals_and_Innovations/Technology_Solutions.md
- Evidence-Based: Data-driven policy and practice
- Accountability: Transparent oversight and review
- Fairness: Equal treatment and due process
- Rehabilitation: Focus on reintegration and support
- Victim-Centered: Rights and services for victims
- Privacy-Preserving: Constitutional protections and data minimization
- Transparent: Open algorithms and decision processes
- Accountable: Human oversight and appeal mechanisms
- Effective: Measurable improvements in outcomes
- Accessible: Multi-language, cross-platform support
- Self-Sovereignty: Individual control over identity
- Self-Governance: Community-driven standards
- Self-Determination: Choice in identity management
- Self-Control: Authority over personal data
- Bureau of Justice Statistics
- National Institute of Justice
- Office for Victims of Crime
- U.S. Sentencing Commission
- Cyber Civil Rights Initiative
- 16-category taxonomy structure (83 directories)
- Master index and navigation system
- README templates for major sections
- Content migration from legacy structure
- Cross-referencing between sections
- Remaining README templates for all sections
- Detailed content development
- Visual diagrams and flowcharts
- Comprehensive cross-referencing
- Technical implementation completion
- Testing frameworks
- Deployment guides
- Training materials
- Advocacy toolkits
- ✅ 1M+ individuals served by AI Legal Hotline
- ✅ 50+ organizations deploying components
- ✅ 25+ states with adopted legislation
- ✅ 50% reduction in identity theft among users
- ✅ 30% reduction in repeat victimization
- ✅ 10M+ individuals served annually
- ✅ 50+ countries with deployments
- ✅ Global standard for digital identity protection
- ✅ Measurable transformation of justice outcomes
- ✅ Self-sustaining open-source ecosystem
- 📖 Master Index - Navigate the entire system
- 🤝 Contributing Guide - Join the community
- 🗺️ Roadmap - See what's next
- 📋 Implementation Plan - Technical details
- 🔬 Researchers: Start with
11_Data_Research_and_Statistics/ - ⚖️ Legal Professionals: Review
13_Legislation_and_Policy/ - 💻 Developers: Dive into
15_Resources_and_Tools/Software_and_Databases/ - 📢 Advocates: Explore
08_Oversight_Accountability_and_Reform/ - 🆘 Need Help Now: Call 999-999-9999 (AI Legal Hotline, 24/7)
We need your help to build the justice system we all need.
Whether you're a:
- Researcher analyzing justice system effectiveness
- Developer building AI/ML systems or blockchain infrastructure
- Legal professional drafting legislation or analyzing case law
- Advocate organizing communities or influencing policy
- Designer creating accessible interfaces and visualizations
- Writer documenting systems and creating educational content
You can make a difference. See CONTRIBUTING.md for how to get involved.
MIT License with ethical use requirements - See LICENSE for details.
Key Principles:
- ✅ Free and open source
- ✅ Commercial use allowed
- ✅ Modification and distribution encouraged
⚠️ Must respect human rights and due process⚠️ Must maintain transparency and accountability⚠️ Must protect victim privacy and safety
- GitHub Discussions: Ideas, questions, feedback
- Discord: Real-time collaboration Metaverse Bill
- Mailing List: Announcements and updates (from McKaleOlson@gmail.com)
- Working Groups: Focused collaboration on specific topics
We are committed to providing a welcoming, inclusive, and harassment-free environment for everyone. See CONTRIBUTING.md for our full code of conduct.
- 🆘 Crisis Support: 999-999-9999 (AI Legal Hotline, 24/7)
- 💬 General Questions: Open a GitHub Discussion
- 🐛 Bug Reports: Open a GitHub Issue
- 🔒 Security: security@justice-system.org (PGP key available)
- 📰 Press: press@justice-system.org
This project builds on decades of research, advocacy, and innovation by countless individuals and organizations working to improve justice. We stand on the shoulders of giants.
Special thanks to:
- Bureau of Justice Statistics for taxonomy framework
- Roblox for open-sourcing Sentinel architecture
- All contributors, past and present
- Victims and survivors who inspire this work
If you believe in this mission, please star this repository to help others discover it. Every star helps build momentum for justice reform.
Together, we can build the justice system we all need.
Justice System Framework v2.0 | Open-Source Justice Reform
Last Updated: January 2026