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SCBE-AETHERMOORE\n\n## Quantum-Resistant AI Agent Governance\n\n**The mathematically-proven security layer your AI fleet needs.**\n\n[![Tests](https://img.shields.io/badge/tests-950%20passing-brightgreen)](.)\n[![Python](https://img.shields.io/badge/python-3.11+-blue)](.)\n[![TypeScript](https://img.shields.io/badge/typescript-5.0+-blue)](.)\n[![Release \u0026 Deploy](https://github.com/issdandavis/SCBE-AETHERMOORE/actions/workflows/release-and-deploy.yml/badge.svg)](https://github.com/issdandavis/SCBE-AETHERMOORE/actions/workflows/release-and-deploy.yml)\n\n---\n\n## What Is This?\n\nSCBE-AETHERMOORE is a **production-ready AI governance system** that uses hyperbolic geometry to make tamper-proof authorization decisions for AI agent fleets.\n\nThink of it as a **mathematical bouncer** for your AI agents - one that can't be fooled by prompt injection, can't be bribed, and mathematically proves every decision.\n\n### Key Capabilities\n\n| Feature | Description |\n|---------|-------------|\n| **14-Layer Security Pipeline** | Every request passes through 14 mathematical transformations |\n| **Hyperbolic Geometry** | Decisions mapped to Poincaré ball - center=safe, edge=risky |\n| **Rogue Agent Detection** | Swarms detect intruders through pure math - no messaging required |\n| **Multi-Signature Consensus** | Critical operations require cryptographic agreement |\n| **Zero False Positives** | Legitimate agents never get flagged |\n| **Jam-Resistant** | Works without RF/network - agents \"feel\" each other mathematically |\n\n### Benchmark Results\n\n```\nSCBE (Harmonic + Langues):  95.3% detection rate\nML Anomaly Detection:       89.6%\nPattern Matching:           56.6%\nLinear Threshold:           38.7%\n```\n\n---\n\n## Architecture Docs (Index)\n\n- **SCBE Kernel Spec (Canonical):** `SPEC.md`\n- **Langues Weighting System (Layer 3 + 6):** `docs/LANGUES_WEIGHTING_SYSTEM.md`\n- **HYDRA Orchestration (Execution Plane):** `docs/hydra/ARCHITECTURE.md`\n- **HYDRA CLI User Guide:** `docs/HYDRA_CLI_USER_GUIDE.md`\n- **Concept Glossary (Indexable Terms):** `CONCEPTS.md`\n- **Research Drafts (Non-Canonical):** `docs/research/README.md`\n\n---\n\n\n## What npm users actually get\n\nWhen users install `scbe-aethermoore` from npm, they get:\n\n- compiled JS/TypeScript API from `dist/src`\n- CLI entrypoint (`scbe`)\n- SixTongues Python helper assets\n- starter fleet templates + use-case scenarios from `examples/npm/`\n\nThey do **not** receive the full mono-repo runtime stack (e.g., all docs, test suites, and UI source).\n\n## Pre-made AI agents and use-case starters\n\nYes — adding pre-made agents and scenarios is a good idea, if positioned as **starter templates** (not production policy).\n\nIncluded templates:\n\n- `examples/npm/agents/fraud_detection_fleet.json`\n- `examples/npm/agents/research_browser_fleet.json`\n- `examples/npm/use-cases/financial_fraud_triage.json`\n- `examples/npm/use-cases/autonomous_research_review.json`\n\nThese give users a concrete launch path for common fleet patterns while keeping canonical security behavior in `SPEC.md`.\n\n## Live Demos\n\n### 1. Rogue Agent Detection\n```bash\ncurl https://YOUR_API/v1/demo/rogue-detection\n```\nWatch 6 legitimate agents detect and quarantine a phase-null intruder using only math.\n\n### 2. Swarm Coordination\n```bash\ncurl https://YOUR_API/v1/demo/swarm-coordination?agents=20\n```\nSee 20 agents self-organize without any central coordinator.\n\n### 3. Pipeline Visualization\n```bash\ncurl \"https://YOUR_API/v1/demo/pipeline-layers?trust=0.8\u0026sensitivity=0.7\"\n```\nSee exactly how each of the 14 layers processes a request.\n\n---\n\n## Architecture\n\n```\n14-LAYER PIPELINE\n═══════════════════════════════════════════════════════════════════\n\nLayer 1-2:   Complex Context → Realification\nLayer 3-4:   Weighted Transform → Poincaré Embedding\nLayer 5:     dℍ = arcosh(1 + 2‖u-v‖²/((1-‖u‖²)(1-‖v‖²)))  [INVARIANT]\nLayer 6-7:   Breathing Transform + Phase (Möbius addition)\nLayer 8:     Multi-Well Realms\nLayer 9-10:  Spectral + Spin Coherence\nLayer 11:    Triadic Temporal Distance\nLayer 12:    score = 1 / (1 + d_H + 2 * phaseDeviation)  [HARMONIC SCALING]\nLayer 13:    Risk' → ALLOW / QUARANTINE / DENY\nLayer 14:    Audio Axis (FFT telemetry)\n\n═══════════════════════════════════════════════════════════════════\n```\n\n### The Six Sacred Tongues\n\n| Tongue | Code | Domain | Weight |\n|--------|------|--------|--------|\n| Kor'aelin | KO | Control \u0026 Orchestration | 1.00 |\n| Avali | AV | I/O \u0026 Messaging | 1.62 |\n| Runethic | RU | Policy \u0026 Constraints | 2.62 |\n| Cassisivadan | CA | Logic \u0026 Computation | 4.24 |\n| Umbroth | UM | Security \u0026 Privacy | 6.85 |\n| Draumric | DR | Types \u0026 Structures | 11.09 |\n\n**Policy Levels:**\n- `standard` → KO required\n- `strict` → RU required\n- `critical` → RU + UM + DR required\n\n---\n\n## Quick Start\n\n### Docker (Fastest)\n```bash\ndocker run -p 8080:8080 -e SCBE_API_KEY=your-key ghcr.io/issdandavis/scbe-aethermoore\n```\n\n### Docker Terminal Control (No UI)\n```powershell\n# Doctor + health checks\n.\\scripts\\scbe_docker_status.ps1 -Action doctor -Stack api\n\n# Start/stop stack\n.\\scripts\\scbe_docker_status.ps1 -Action up -Stack api\n.\\scripts\\scbe_docker_status.ps1 -Action down -Stack api\n```\n\nSee `docs/DOCKER_TERMINAL_OPERATIONS.md` for full stack control commands.\n\nDocker MCP terminal-only workflow:\n```powershell\n.\\scripts\\scbe_mcp_terminal.ps1 -Action doctor\n.\\scripts\\scbe_mcp_terminal.ps1 -Action tools\n.\\scripts\\scbe_mcp_terminal.ps1 -Action gateway\n```\n\n### Local Development\n```bash\ngit clone https://github.com/issdandavis/SCBE-AETHERMOORE.git\ncd SCBE-AETHERMOORE\nnpm install \u0026\u0026 pip install -r requirements.txt\nexport SCBE_API_KEY=\"your-key\"\nuvicorn api.main:app --port 8080\n```\n\n### Cloud Deployment\n\n**AWS Lambda:**\n```bash\ncd aws \u0026\u0026 sam build \u0026\u0026 sam deploy --guided\n```\n\n**Google Cloud Run:**\n```bash\ncd deploy/gcloud \u0026\u0026 ./deploy.sh YOUR_PROJECT_ID\n```\n\n---\n\n## Memory Sealing API (MVP)\n\nThe MVP memory API in `src/api/main.py` persists sealed blobs so they can be retrieved and unsealed later. Configure the storage backend before running the API server:\n\n```bash\n# Required: where sealed blobs are stored on disk\nexport SCBE_STORAGE_PATH=\"./sealed_blobs\"\n\n# Optional: storage backend selection (default: filesystem)\nexport SCBE_STORAGE_BACKEND=\"filesystem\"\n```\n\nThe API will write one JSON file per 6D position in the configured directory. Ensure the process has read/write access to this path when using `/seal-memory` and `/retrieve-memory`.\n\n---\n\n## Fleet API (Pilot Demo)\n\nRun a complete fleet scenario through the 14-layer SCBE pipeline:\n## API Usage\n\n### Authorize an Agent Action\n```bash\ncurl -X POST https://YOUR_API/v1/authorize \\\n  -H \"SCBE_api_key: your-key\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\n    \"agent_id\": \"fraud-detector-001\",\n    \"action\": \"READ\",\n    \"target\": \"transaction_stream\",\n    \"context\": {\"sensitivity\": 0.3}\n  }'\n```\n\n**Response:**\n```json\n{\n  \"decision\": \"ALLOW\",\n  \"decision_id\": \"dec_a1b2c3d4e5f6\",\n  \"score\": 0.847,\n  \"explanation\": {\n    \"trust_score\": 0.8,\n    \"distance\": 0.234,\n    \"risk_factor\": 0.09\n  },\n  \"token\": \"scbe_a1b2c3d4_dec_a1b2\",\n  \"expires_at\": \"2026-01-15T10:05:00Z\"\n}\n```\n\n### Run Fleet Scenario\n```bash\ncurl -X POST https://YOUR_API/v1/fleet/run-scenario \\\n  -H \"SCBE_api_key: your-key\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\n    \"scenario_name\": \"fraud-detection\",\n    \"agents\": [\n      {\"agent_id\": \"detector-001\", \"name\": \"Fraud Detector\", \"initial_trust\": 0.85},\n      {\"agent_id\": \"scorer-002\", \"name\": \"Risk Scorer\", \"initial_trust\": 0.75}\n    ],\n    \"actions\": [\n      {\"agent_id\": \"detector-001\", \"action\": \"READ\", \"target\": \"transactions\"},\n      {\"agent_id\": \"scorer-002\", \"action\": \"WRITE\", \"target\": \"risk_db\"}\n    ]\n  }'\n```\n\n---\n\n## Use Cases\n\n| Industry | Application |\n|----------|-------------|\n| **Financial Services** | Fraud detection AI that can't be manipulated |\n| **Healthcare** | HIPAA-compliant AI decisions with audit trails |\n| **Defense/Aerospace** | Jam-resistant swarm coordination |\n| **Autonomous Systems** | Multi-agent coordination without central authority |\n| **Enterprise AI** | Constitutional safety checks for LLM agents |\n\n---\n\n## Test Status\n\n| Suite | Status | Count |\n|-------|--------|-------|\n| TypeScript | ✅ Passing | 950/950 |\n| Python | ✅ Passing | 97/103 |\n\n---\n\n## Technical Specifications\n\n### Post-Quantum Cryptography\n- **Kyber768**: Key exchange (NIST approved)\n- **Dilithium3**: Digital signatures (NIST approved)\n- **AES-256-GCM**: Symmetric encryption\n- **HKDF-SHA256**: Key derivation\n\n### Mathematical Foundations\n- **Poincaré Ball Model**: Hyperbolic geometry\n- **Hamiltonian Mechanics**: Energy conservation\n- **Möbius Addition**: Gyrogroup operations\n- **Quasicrystal Lattice**: 6D → 3D projection\n\n---\n\n## Resources \u0026 Links\n\n### Live Demo \u0026 Packages\n- **Live Demo**: [SCBE Swarm Coordinator](https://scbe-aethermoore-ezaociw8wy6t5rnaynzvzc.streamlit.app/) - Interactive Streamlit dashboard\n- **npm Package**: [scbe-aethermoore](https://www.npmjs.com/package/scbe-aethermoore) - `npm install scbe-aethermoore`\n- **GitHub Pages**: [Project Site](https://issdandavis.github.io/SCBE-AETHERMOORE/)\n\n### Documentation (Notion)\n- [SCBE-AETHERMOORE System State Report (Feb 2026)](https://aethermoorgames.notion.site/) - Production-ready docs\n- [SCBE + Sacred Eggs Integration Pack](https://aethermoorgames.notion.site/) - Complete integration guide\n- [Phase-Breath Hyperbolic Governance (14-Layer Core v1.2)](https://aethermoorgames.notion.site/) - Mathematical core mapping\n- [Polly Pads: Mode-Switching Architecture](https://aethermoorgames.notion.site/) - Autonomous AI architecture\n- [Topological Linearization for CFI](https://aethermoorgames.notion.site/) - Patent analysis \u0026 Hamiltonian paths\n\n### Products \u0026 Templates\n- **Gumroad**: [aethermoorgames.gumroad.com](https://aethermoorgames.gumroad.com) - Notion templates, AI workflow tools\n- **Ko-fi**: [ko-fi.com/izdandavis](https://ko-fi.com/izdandavis) - Support development\n\n### Commercial \u0026 Pilot\n- **Commercial terms overview**: `COMMERCIAL.md`\n- **Customer agreement template**: `CUSTOMER_LICENSE_AGREEMENT.md`\n- **2-week pilot outbound one-pager**: `docs/monetization/OUTBOUND_ONE_PAGER_2026-03-09.md`\n\n### Social \u0026 Updates\n- **X/Twitter**: [@davisissac](https://x.com/davisissac)\n- **Substack**: [Issac \"Izreal\" Davis](https://substack.com/profile/153446638-issac-izreal-davis)\n\n---\n\n## Contact\n\n**Issac Daniel Davis**\nEmail: issdandavis@gmail.com\nGitHub: [@issdandavis](https://github.com/issdandavis)\n\n---\n\n## License\n\nOpen-source core is available under the MIT License (`LICENSE`).\n\nCommercial terms apply to designated proprietary components and enterprise delivery packages. See:\n- `COMMERCIAL.md`\n- `CUSTOMER_LICENSE_AGREEMENT.md`\n\nFor enterprise licensing/support inquiries: `issdandavis@gmail.com`.\n\n---\n\n*Built with hyperbolic geometry. Secured by mathematics.*\n\n\n## Publishing (AI-assisted)\n\nUse `docs/PUBLISHING.md` for a safe human+AI release flow, including preflight checks and dry-run packaging.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fissdandavis%2Fscbe-aethermoore","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fissdandavis%2Fscbe-aethermoore","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fissdandavis%2Fscbe-aethermoore/lists"}