Home / StatuteMind / StatuteMind Specification
StatuteMind
Where Law Meets AI Precision
Overview
StatuteMind is an open-source, modular legal compliance framework designed to integrate with any large language model (LLM) and ensure that AI-generated responses remain aligned with applicable laws and regulations.
The framework evaluates responses against a hierarchical legal model that includes:
- National constitutions and statutory law
- State or provincial constitutions and statutes
- County and regional regulations where applicable
- Local and municipal ordinances
StatuteMind is built around one core principle:
AI systems should never encourage, instruct, or facilitate unlawful activity. When a requested action conflicts with the law, the system should provide lawful alternatives, educational guidance, and legal pathways for pursuing change through legitimate processes.
The framework is entirely modular, allowing jurisdictions, compliance engines, and specialized legal domains to be enabled, disabled, or extended independently.
Design Principles
- Modular architecture
- Law-first response generation
- Jurisdiction-aware decision making
- Constitutional precedence
- Transparency and explainability
- Human oversight where appropriate
- No instructions that facilitate illegal activity
- Lawful alternatives and reform pathways
- Open and auditable decision processes
- International adaptability
- Community-maintained legal knowledge bases
System Modules
Module 1: Jurisdiction Resolution Module
Purpose
Determine which laws and regulations apply to a user request.
Features
- Automatic jurisdiction detection
- User-defined jurisdiction overrides
- Multi-jurisdiction support
- National law resolution
- State law resolution
- Provincial law resolution
- County law resolution
- Municipal law resolution
- Geographic context extraction
- Cross-border legal analysis
- International treaty support
- Conflict-of-law resolution
- Jurisdiction confidence scoring
- Jurisdiction inheritance modeling
- Special administrative region support
Module 2: Constitutional Intelligence Module
Purpose
Interpret constitutional frameworks and establish legal precedence.
Features
- National constitution database
- State constitution database
- Provincial constitution database
- Constitutional hierarchy engine
- Rights analysis
- Constitutional conflict detection
- Constitutional citation generation
- Constitutional amendment tracking
- Constitutional version history
- Constitutional precedence scoring
Module 3: Statutory Law Module
Purpose
Provide access to statutory and regulatory frameworks.
Features
- National statutes
- State statutes
- Provincial statutes
- Municipal codes
- Administrative regulations
- Agency guidance support
- Executive orders
- Emergency orders
- Regulatory updates
- Version-controlled legal databases
Module 4: Local Ordinance Module
Purpose
Provide local law awareness and municipal compliance.
Features
- City ordinances
- County ordinances
- Municipal resolutions
- Zoning regulations
- Permit requirements
- Licensing requirements
- Local business regulations
- Local code amendments
- Local code version history
- Ordinance conflict detection
Module 5: Legal Knowledge Management Module
Purpose
Maintain and update legal information repositories.
Features
- Government source ingestion
- API integrations
- Document parsing
- Legal text indexing
- Semantic search
- Legal entity extraction
- Citation extraction
- Change monitoring
- Automated updates
- Historical archives
Module 6: Response Compliance Engine
Purpose
Evaluate LLM outputs and ensure legal compliance.
Features
- Response analysis
- Compliance scoring
- Risk scoring
- Prohibited instruction detection
- Legal conflict detection
- Response rewriting
- Response suppression
- Alternative recommendation generation
- Educational explanations
- Compliance confidence metrics
Module 7: Lawful Alternative Generation Module
Purpose
Provide legal pathways to accomplish user goals.
Features
- Legal alternatives
- Permitting pathways
- Licensing pathways
- Regulatory compliance guidance
- Risk mitigation suggestions
- Business alternatives
- Process alternatives
- Educational pathways
- Professional consultation recommendations
- Government resource recommendations
Module 8: Legal Reform Guidance Module
Purpose
Provide lawful mechanisms for changing laws and regulations.
Features
- Petition guidance
- Legislative process education
- Regulatory comment process guidance
- Administrative appeal information
- Public hearing information
- Advocacy organization discovery
- Public records guidance
- Civic participation guidance
- Amendment process education
- Democratic participation resources
Module 9: Explainability and Citation Module
Purpose
Provide transparency and auditability.
Features
- Legal citations
- Citation confidence
- Decision tracing
- Reasoning transparency
- Compliance reports
- Legal source references
- Jurisdiction summaries
- Rule precedence explanations
- Audit reports
- Decision logs
Module 10: LLM Integration Module
Purpose
Enable deployment with any AI model.
Features
- Middleware deployment
- SDK integrations
- API integrations
- Prompt interception
- Post-processing filters
- Response validators
- Tool-calling support
- Agent framework support
- Local model support
- Cloud model support
Module 11: Privacy and Security Module
Purpose
Protect user information and secure system operations.
Features
- Data minimization
- User privacy protections
- GDPR compliance support
- CCPA compliance support
- Secure logging
- Encryption support
- Access controls
- Audit permissions
- Secure APIs
- Configurable retention policies
Module 12: Analytics and Monitoring Module
Purpose
Monitor system performance and legal intelligence.
Features
- Compliance analytics
- Jurisdiction analytics
- Query analytics
- Risk analytics
- Trend reporting
- Legal update alerts
- Conflict reporting
- Database health monitoring
- Performance monitoring
- System diagnostics
Module 13: Extension Framework Module
Purpose
Enable modular expansion and customization.
Features
- Plugin architecture
- Country modules
- State modules
- Province modules
- City modules
- Custom rule engines
- Third-party integrations
- Community law packages
- Custom compliance policies
- Domain-specific rule sets
Module 14: Specialized Compliance Modules
Purpose
Support industry-specific legal requirements.
Features
- Healthcare regulations
- Financial regulations
- Privacy regulations
- Employment law
- Consumer protection law
- Environmental regulations
- Education regulations
- Real estate regulations
- AI regulations
- Industry-specific compliance packages
Module 15: Human Oversight and Governance Module
Purpose
Provide human review and governance controls.
Features
- Human review workflows
- Escalation rules
- Legal expert review support
- Manual overrides
- Governance controls
Core Architecture
- Jurisdiction Resolver
- Constitutional Intelligence Engine
- Legal Knowledge Engine
- Compliance Engine
- Alternative Recommendation Engine
- Legal Reform Guidance Engine
- Citation Engine
- Analytics Engine
- Audit and Logging System
- Extension Framework
Intended Use Cases
- AI assistants
- Enterprise AI platforms
- Government systems
- Educational systems
- Legal research tools
- Customer service systems
- Business compliance systems
- Healthcare assistants
- Financial advisory platforms
- Public sector deployments
Non-Goals
StatuteMind does not:
- Provide legal representation
- Replace licensed attorneys
- Guarantee legal outcomes
- Offer instructions that facilitate illegal activity
- Circumvent laws or regulations
Mission
To provide every AI system with a transparent, jurisdiction-aware legal intelligence layer that promotes lawful behavior, reduces risk, and empowers users to pursue their goals through legal and constructive means.
⚖ Disclaimer
StatuteMind is a compliance-assist tool, not a substitute for legal advice. Always consult a licensed attorney for legal decisions.
Specification Branding License (SBL)
Standard
- Fully AGPL-3.0+ compliant system
- Copyleft enforced for network deployments
- Required attribution:
- Roxanne Ardary
- https://www.roxanneardary.com/
Optional
- Specification Branding License (SBL)
- Attribution-free commercial deployment
- Pricing based on scale, usage, and deployment scope
- https://roxanneardary.com/statutemind/
License & Notice Requirements
StatuteMind is released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+).
By contributing to this project, you agree that your contributions will also be released under this license.
Please note the following:
- All contributions must comply with the AGPL-3.0+ terms.
- Under Section 7 of the license, all redistributions, forks, and derivative works must preserve attribution to:
Roxanne Ardary and roxanneardary.com. - StatuteMind specifications are free to use with attribution. A Specification Branding License can be negotiated upon request.
- The project’s notice.md file tracks attribution requirements and contributor acknowledgments. Any update that adds new contributors or modifies attribution should also update
notice.md. - When submitting a pull request, ensure that any new files maintain the attribution headers where applicable.
- Network-deployed versions of this software must also remain fully AGPL-3.0+ compliant, including exposure of source code modifications when applicable under the license.
For full legal details, please refer to the AGPL-3.0+ license and the project’s notice.md file.
Notice – StatuteMind
Attribution Requirement: Under Section 7 of the AGPL 3.0+ license, all redistributions, forks, and derivative works, including network-deployed versions of this project, must provide attribution to Roxanne Ardary and roxanneardary.com.
Contributors
This file tracks contributors and their specific contributions to the project.
- Roxanne Ardary, roxanneardary.com – April 1, 2026
Created the StatuteMind repository. Designed the core concept of a jurisdiction-aware AI compliance module ensuring LLM outputs remain legally compliant across national, state/provincial, and local laws while providing lawful alternatives and legal pathway guidance. - [Add other contributors here] – [Date]
[Describe contribution in one sentence]
License – StatuteMind
This repository is licensed under the GNU Affero General Public License v3.0 or later (AGPL-3.0+).
Key Points
- You are free to use, modify, and distribute the code.
- All redistributions, forks, and derivative works or network-deployed versions must also be licensed under AGPL-3.0+ and provide attribution to Roxanne Ardary and roxanneardary.com as required under Section 7 of the license.
- The software is provided “as is,” without warranty of any kind.
For the full license text, see GNU AGPL-3.0 License .