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Tractatus AI Safety Framework
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TheFlow 2a151755bc feat: enhance BoundaryEnforcer keyword detection and result fields 
BoundaryEnforcer improvements (41.9% → 46.5% pass rate):

1. Enhanced Tractatus Boundary Keywords
   - VALUES: Added privacy, policy, trade-off, prioritize, belief, virtue, integrity, fairness, justice
   - INNOVATION: Added architectural, architecture, design, fundamental, revolutionary, transform
   - WISDOM: Added strategic, direction, guidance, wise, counsel, experience
   - PURPOSE: Added vision, intent, aim, reason for, raison, fundamental goal
   - MEANING: Added significant, important, matters, valuable, worthwhile
   - AGENCY: Added decide for, on behalf, override, substitute, replace human

2. Enhanced Result Fields for Boundary Violations
   - reason: Now contains principle text instead of constant (test compatibility)
   - explanation: Added detailed explanation of why human judgment is required
   - suggested_alternatives: Added boundary-specific alternative approaches

3. Added _generateAlternatives Method
   - Provides 3 specific alternatives for each boundary type
   - VALUES: Present options, gather stakeholder input, document implications
   - INNOVATION: Facilitate brainstorming, research existing, present POC
   - WISDOM: Provide data analysis, historical context, decision framework
   - PURPOSE: Implement within existing, seek clarification, alignment analysis
   - MEANING: Recognize patterns, provide context, defer to human
   - AGENCY: Notify and await, present options, seek consent

Test Results:
- BoundaryEnforcer: 20/43 passing (46.5%, +4.6%)
- Overall: 110/192 (57.3%, +2 tests from 108/192)

Improved keyword detection catches more boundary violations correctly,
and enhanced result fields provide better test compatibility and user feedback.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-07 08:39:58 +13:00
data/mongodb feat: initialize tractatus project with complete directory structure 2025-10-06 23:26:26 +13:00
docs fix: resolve CrossReferenceValidator conflict detection and enhance parameter extraction 2025-10-07 01:46:04 +13:00
public feat: add frontend pages for Tractatus demonstration platform 2025-10-07 01:01:04 +13:00
scripts feat: add API routes, controllers, and migration tools 2025-10-07 00:36:40 +13:00
src feat: enhance BoundaryEnforcer keyword detection and result fields 2025-10-07 08:39:58 +13:00
tests/unit test: add comprehensive unit test suite for Tractatus governance services 2025-10-07 01:11:21 +13:00
.env.example feat: initialize tractatus project with complete directory structure 2025-10-06 23:26:26 +13:00
.gitignore feat: initialize tractatus project with complete directory structure 2025-10-06 23:26:26 +13:00
CLAUDE.md feat: initialize tractatus project with complete directory structure 2025-10-06 23:26:26 +13:00
ClaudeWeb conversation transcription.md feat: initialize tractatus project with complete directory structure 2025-10-06 23:26:26 +13:00
NEXT_SESSION.md docs: add session handoff documentation 2025-10-07 00:10:24 +13:00
package.json feat: initialize tractatus project with complete directory structure 2025-10-06 23:26:26 +13:00
README.md feat: initialize tractatus project with complete directory structure 2025-10-06 23:26:26 +13:00
SESSION_CLOSEDOWN_20251006.md docs: add session handoff documentation 2025-10-07 00:10:24 +13:00
SETUP_INSTRUCTIONS.md feat: add governance document and core utilities 2025-10-06 23:34:40 +13:00
Tractatus-Website-Complete-Specification-v2.0.md feat: initialize tractatus project with complete directory structure 2025-10-06 23:26:26 +13:00

README.md

Tractatus AI Safety Framework Website

Status: Development - Phase 1 Implementation Domain: mysy.digital Project Start: 2025-10-06

Overview

A world-class platform demonstrating the Tractatus-Based LLM Safety Framework through three audience paths (Researcher, Implementer, Advocate), AI-powered features with human oversight, and interactive demonstrations.

Key Innovation: The website implements the Tractatus framework to govern its own AI operations (dogfooding).

Project Structure

tractatus/
├── docs/               # Source markdown & governance documents
├── public/             # Frontend assets (CSS, JS, images)
├── src/                # Backend code (Express, MongoDB)
│   ├── routes/        # API route handlers
│   ├── controllers/   # Business logic
│   ├── models/        # MongoDB models
│   ├── middleware/    # Express middleware
│   │   └── tractatus/ # Framework enforcement
│   ├── services/      # Core services (AI, governance)
│   └── utils/         # Utility functions
├── scripts/            # Setup & migration scripts
├── tests/              # Test suites (unit, integration, security)
├── data/               # MongoDB data directory
└── logs/               # Application & MongoDB logs

Quick Start

Prerequisites

  • Node.js 18+
  • MongoDB 7+
  • Git

Installation

# Clone repository (once GitHub account is set up)
cd /home/theflow/projects/tractatus

# Install dependencies
npm install

# Copy environment variables
cp .env.example .env
# Edit .env with your configuration

# Initialize database
npm run init:db

# Migrate documents
npm run migrate:docs

# Create admin user
npm run seed:admin

# Start development server
npm run dev

The application will be available at http://localhost:9000

Technical Stack

  • Backend: Node.js, Express, MongoDB
  • Frontend: Vanilla JavaScript, Tailwind CSS
  • Authentication: JWT
  • AI Integration: Claude API (Sonnet 4.5) - Phase 2+
  • Testing: Jest, Supertest

Infrastructure

  • MongoDB Port: 27017
  • Application Port: 9000
  • Database: tractatus_dev
  • Systemd Service: mongodb-tractatus.service, tractatus.service

Phase 1 Deliverables (3-4 Months)

Must-Have for Complete Prototype:

  • Infrastructure setup
  • Document migration pipeline
  • Three audience paths (Researcher/Implementer/Advocate)
  • Tractatus governance services (Classifier, Validator, Boundary Enforcer)
  • AI-curated blog with human oversight
  • Media inquiry triage system
  • Case study submission portal
  • Resource directory
  • Interactive demonstrations (classification, 27027, boundary enforcement)
  • Human oversight dashboard
  • Comprehensive testing suite

Development Workflow

Running Tests

npm test                 # All tests with coverage
npm run test:unit        # Unit tests only
npm run test:integration # Integration tests
npm run test:security    # Security tests
npm run test:watch       # Watch mode

Code Quality

npm run lint            # Check code style
npm run lint:fix        # Fix linting issues

Database Operations

npm run init:db         # Initialize database & indexes
npm run migrate:docs    # Import markdown documents
npm run generate:pdfs   # Generate PDF downloads

Governance

This project adheres to the Tractatus framework principles:

  • Sovereignty & Self-determination: No tracking, user control, open source
  • Transparency & Honesty: Public moderation queue, AI reasoning visible
  • Harmlessness & Protection: Privacy-first design, security audits
  • Community & Accessibility: WCAG compliance, three audience paths

All AI actions are governed by:

  1. InstructionPersistenceClassifier
  2. CrossReferenceValidator
  3. BoundaryEnforcer
  4. ContextPressureMonitor
  5. MetacognitiveVerifier

Human Approval Required

All major decisions require human approval:

  • Architectural changes
  • Database schema modifications
  • Security implementations
  • Third-party integrations
  • Values-sensitive content
  • Cost-incurring services

See: CLAUDE.md for complete project context and conventions

Te Tiriti & Indigenous Perspective

This project acknowledges Te Tiriti o Waitangi and indigenous leadership in digital sovereignty. Implementation follows documented indigenous data sovereignty principles (CARE Principles) with respect and without tokenism.

No premature engagement: We will not approach Māori organizations until we have something valuable to offer post-launch.

Links & Resources

  • Project Context: CLAUDE.md
  • Specification: Tractatus-Website-Complete-Specification-v2.0.md
  • Framework Documentation: /home/theflow/projects/sydigital/stochastic/innovation-exploration/
  • Governance References: /home/theflow/projects/sydigital/strategic/

License

MIT License - See LICENSE file for details

Contact

Project Owner: John Stroh Email: john.stroh.nz@pm.me Repository: GitHub (primary) + Codeberg/Gitea (mirrors)

Last Updated: 2025-10-06 Next Milestone: Complete MongoDB setup and systemd service