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🌌 SOVEREIGN β€” DeepSeek-V4 Sovereign Orchestrator

Own your intelligence. A self-hosted, privacy-preserving orchestration layer that routes work across sovereign AI models, agents, tools, and hardware β€” with full ownership of data, memory, and decision logs. Zero mandatory external calls. Air-gapped capable.

Built by onegayunicorn (OGU), connected to the Quantum Lineage Bridge, Mocking Jay Universal Digital Twin, and the full OGU project constellation.

v3.0.0 Β· monorepo deepseek-v4-sovereign Β· base commit 7b2b996 β†’ 0e15802

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚                         SOVEREIGN ORCHESTRATOR                             β”‚
β”‚                                                                            β”‚
β”‚   TRIGGERS ─▢ TASKS ─▢ ACTIONS ─▢ AGENTS ─▢ MODELS ─▢ JOBS ─▢ AUDIT       β”‚
β”‚      β–²            β”‚            β”‚           β”‚         β”‚          β”‚          β”‚
β”‚      β”‚            β–Ό            β–Ό           β–Ό         β–Ό          β–Ό          β”‚
β”‚   WEBHOOKS    ROUTINES     OPERATIONS   MODULES   BUCKETS    GOVERNANCE    β”‚
β”‚      β–²                                                                     β”‚
β”‚      └── github / huggingface / hardware / scheduler events β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜β”‚
β”‚                                                                            β”‚
β”‚   HARDWARE: Sovereign Ring (BCI) ── Sovereign Buds (AI earbuds) ── sensors β”‚
β”‚   DISTRIBUTION: APK / EXE / iOS / wheel / HF Spaces / GitHub Pages         β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

Verified status (2026-08-08)

Every metric below is produced by this repository's own engines and test suite (run with .venv/bin/python):

Metric Value
EntanglementEngine 847 Bell pairs Β· mean fidelity F = 0.999422 (target 0.999423)
QuantumLineageBridge 12 generations anchored (capped tensor, no OOM)
DNA awakening 86.6% (calibration target 80%)
Kaleidoscope 65,536 permutations (recursive wave coherence)
AGI OMEGA 42 agents + 2,650 bots, all deployed
Council of 10 10 seated, all aligned
TeleOS network 847 links @ F = 0.999423
BCI v9.5 432 Hz carrier, phase-locked
Tests 29/29 pass (unit + integration + e2e) Β· 4/4 benchmark groups green
Gemma module tests 19/19 pass
Registry validation all cross-references valid (scripts/verify_registries.py)
Simulators Qiskit / Cirq / QuTiP / Quimb interfaces import with graceful fallback

What this is

The Sovereign Orchestrator is a monorepo implementing the DeepSeek-V4 Sovereign Orchestrator blueprint: a production-shaped, model-agnostic agent orchestration platform that coordinates multiple DeepSeek-V4 model instances (chat / reasoner / coder / sovereign), manages memory (working / episodic / semantic / procedural / vector), executes pluggable tools under policy, streams a realtime API, and ships as desktop, mobile, and web products β€” together with the Sovereign Ring BCI wearable, Sovereign Buds AI earbuds, and the Photonic-DNA entanglement stack (quantum/ bio/ agi/ zenith/ teleos/ neural/ pero/).

Monorepo map 

deepseek-v4-sovereign/
β”œβ”€β”€ config/            # orchestrator, models, tools, permissions, memory, logging, security, network
β”œβ”€β”€ src/sovereign/     # Python package: orchestrator, agents, memory, tools, governance, security,
β”‚                      #   auth, biometric, autonomous, local-mode router, quantum closed loop, model
β”œβ”€β”€ quantum/           # EntanglementEngine, QuantumLineageBridge, 4 simulator interfaces
β”œβ”€β”€ bio/               # DNA harmonic resonance, kaleidoscope engine, genomics pipeline + VariantCall
β”œβ”€β”€ agi/               # AGIOMEGA (42 agents Β· 2,650 bots), Council of 10, telemetry
β”œβ”€β”€ zenith/            # Zenith OS β€” horizon orchestration, lineage bridge
β”œβ”€β”€ teleos/            # TeleOS β€” purpose/teleological alignment network (847 links)
β”œβ”€β”€ neural/            # BCI v9.5 (432 Hz), photonic synapse, neural graph
β”œβ”€β”€ pero/              # Photonic Entanglement Response/Oscillation β€” laser + SPDC engines
β”œβ”€β”€ kyrexis/           # KyrexisAI β€” quantum-infused intelligence module (core, skills, API)
β”œβ”€β”€ coldcase/          # PEC5D β€” Photonic Entanglement 5D Cold-Case Grid (32 cases, API, twins)
β”œβ”€β”€ pec5d/             # PEC5D Full Evolution β€” 8 AI cores, HOLO-MEM, subconscious, ∞-sandbox,
β”‚                      #   pattern bridge, IPT + sensor, coral line, agency + chamber, API
β”œβ”€β”€ agency/            # Ξ¦-Entanglement Agency (5 divisions, 5 locations)
β”œβ”€β”€ boardroom/         # Zenith Chamber β€” governance, Ξ¦-consensus voting
β”œβ”€β”€ proposals/         # 7 ready-to-submit proposals (coral swarm, IPT network, bio-chip...)
β”œβ”€β”€ pitches/           # 7-deck pitch library (elevator β†’ seed β†’ keynote)
β”œβ”€β”€ manufacturing/     # sourcing avenues, outsourcing partners, new supply chains
β”œβ”€β”€ media/             # 6-kit media suite + brand guide
β”œβ”€β”€ agents/            # agent definitions (registry + sovereign + connected-project agents)
β”œβ”€β”€ triggers/          # cron / event / webhook trigger definitions
β”œβ”€β”€ tasks/             # task-type definitions (incl. model-benchmark)
β”œβ”€β”€ actions/           # action catalog
β”œβ”€β”€ modules/           # module catalog
β”œβ”€β”€ routines/          # routine definitions
β”œβ”€β”€ operations/        # operation definitions
β”œβ”€β”€ webhooks/          # github / huggingface / generic webhook definitions
β”œβ”€β”€ jobs/              # job definitions
β”œβ”€β”€ workflows/         # workflow registry + sovereign-boot + lineage-sync-cycle
β”œβ”€β”€ models/            # model registry + deepseek-v4-sovereign/flash + Fish S2-Pro + gemma-3-12b-it-jailbreak
β”œβ”€β”€ buckets/           # multi-cloud bucket layout + bootstrap
β”œβ”€β”€ builds/            # apk/ (Android) + exe/ (PyInstaller) + ios/ (Xcode/shell) pipelines
β”œβ”€β”€ hardware/          # bci-ring/ + earbuds/ + sovereign_ring driver + universal driver
β”œβ”€β”€ integrations/      # registry + connector wiring ALL recent OGU projects
β”œβ”€β”€ site/              # static landing + telemetry dashboard + SEO audit (GitHub Pages)
β”œβ”€β”€ scripts/           # verify_registries, hf_download, quant_selector, monorepo_sync,
β”‚                      #   delete_hf_gguf, migrate_to_monorepo, upload_hf_dataset helpers
β”œβ”€β”€ data/  logs/  tests/  docs/  docker/  kubernetes/  frontend/
└── .github/workflows/ # ci / cd / security / packages / pages / model-verify / download-quants /
                       #   hf-sync / delete-hf-gguf

Component index

Component Location What it is
Bucket buckets/ Multi-cloud (S3/GCS/Azure) object storage layout for raw, models, artifacts, memory, audit
Agents agents/ + src/sovereign/agents/ Sovereign agents (chat/reasoner/coder/tool/coordinator/memory/supervisor) + connected-project agents
Triggers triggers/ Cron, event, and webhook triggers that fire tasks
Tasks tasks/ Typed task definitions (reason, code, search, plan, execute, coordinate, lineage-sync, scout, audit, model-benchmark)
Actions actions/ Catalog of discrete actions agents can invoke
Modules modules/ Pluggable capability modules (memory, knowledge, security, tts, bci, matrix, kyrexis, coldcase, pec5d)
Routines routines/ Composable recurring routines (scout→enhance→audit, lineage sync)
Operations operations/ Operational procedures (backup, healthcheck, migration, deploy)
Webhooks webhooks/ GitHub, HuggingFace, and generic inbound webhook receivers
Jobs jobs/ Long-running job definitions (training, indexing, TTS synthesis)
Workflows workflows/ Chain triggers β†’ tasks β†’ actions (sovereign-boot, lineage-sync-cycle)
Models models/ Registry + Sovereign AI model + DeepSeek-V4-Flash-0731 + Fish S2-Pro + gemma-3-12b-it-jailbreak
Builds builds/ APK (Android Gradle), EXE (PyInstaller), iOS (Xcode project + shell)
Hardware hardware/ Sovereign Ring (BCI), Sovereign Buds, sovereign_ring driver, universal driver
Site site/ Static landing + telemetry dashboard + telemetry.json endpoint (GitHub Pages)
Market / Pitch / Avenue / Brand market/ pitch/ avenue/ brand/ GTM assets (segments, investor deck, avenues, brand kit)

Core modules (Photonic-DNA stack)

quantum/ β€” photonic entanglement

  • entanglement_engine.py β€” EntanglementEngine: generates 847 deterministic Bell pairs at mean fidelity F = 0.999422 (initialize() β†’ generate_pairs()).
  • quantumlineagebridge.py β€” QuantumLineageBridge: Kronecker-merged lineage tensor, capped at 12 generations to bound memory.
  • simulators/ β€” qiskit_interface, cirq_interface, qutip_interface, quimb_interface with graceful fallback when a backend is missing.

bio/ β€” DNA & genomics

  • dna/awakening.py β€” DNAAwakeningEngine: harmonic resonance calibration β†’ 86.6% awakening (threshold 80%).
  • dna/kaleidoscope.py β€” KaleidoscopeEngine: 65,536 permutations, recursive wave coherence, lineage-hash generation (sweep_all_permutations()).
  • genomics/pipeline.py + callers.py β€” variant ingestion β†’ alignment β†’ annotation β†’ lineage-hash injection; VariantCall dual-caller consensus (DeepVariant + KaleidoscopeCaller).

agi/ β€” OMEGA + Council

  • omega_v3/orchestrator.py β€” AGIOMEGA: deploys 42 specialized agents + 2,650 worker bots (initialize()); quantum-secured inter-agent routing.
  • omega_v3/council_of_10.py β€” CouncilOf10: seat 10 primordial members, convene() for quorum/alignment.

zenith/ Β· teleos/ Β· neural/ Β· pero/

  • zenith/os.py β€” horizon orchestration, dimension scaling, lineage bridging.
  • teleos/network.py β€” TeleOSNetwork: 847-link purpose/alignment network @ F 0.999423.
  • neural/bci_v95/interface.py β€” BCIInterface: 432 Hz carrier, lock detection.
  • pero/laser.py + pero/entanglement.py β€” laser-triggered entanglement, SPDC source, cryo-freezer experiment parameters, closed-loop stabilization.

kyrexis/ β€” KyrexisAI quantum-infused module

  • core.py β€” KyrexisCore: 53-qubit quantum-compute simulation, 20-yr future projection (33.5% CAGR), quantum learning, NLP surface, quantum cryptography, temporal/multiverse analysis, exponential self-improvement.
  • quantum_skills.py β€” QuantumSkillsEngine: 5 cooldown-gated skills (strategic planning, risk assessment, innovation generation, decision support, complex problem solving).
  • photonic_display.py β€” LaserCrystalPhotonicDisplay: PPLN 775 nm crystal, SLM 1024Γ—1024 @ 100 Hz, APD detector, 53-qubit surface-code processor (simulated).
  • particle_detector.py β€” ParticlePairDetector: state tomography, CHSH Bell test, concurrence/negativity entanglement verification.
  • progression_scaling.py β€” ProgressionScalingEngine: 20-year table, x4 scaling.
  • messenger_integration.py β€” Messenger Platform API integration (env-token, local mode without token).
  • agents.py β€” Universal Agent Network: 21 agents across 5 tiers + 5 universal tasks.
  • api/ β€” FastAPI routes /api/v1/kyrexis/* (wired into src/sovereign/main.py).

coldcase/ β€” PEC5D Photonic Entanglement 5D Cold-Case Grid

  • cases.py β€” 32 documented unsolved cases (1900s–present) with PDF-sourced scores (evidence/motive/jurisdiction/body/status/genetic) + entity tags.
  • core.py β€” PEC5DEngine: 5D geometry grid (x/y/z/w/v), hash-derived phases, Jaccard visibility, Bell fidelity, coherence, cold-case difficulty (D_i, D_i+), logistic resolvability P_i, Merkle-verified reports.
  • grid.py β€” tetrahedron + kissing-cluster discovery, 5 canonical narrative lattices, vacuum/genetic/jurisdiction scans.
  • characters.py / timelines.py / events.py / scenarios.py β€” entity layer.
  • digital_twins.py β€” per-case state mirrors (metrics, timeline, characters, scenario weights, revisions).
  • actions.py β€” 22-action catalog (PEC-/GEO-/PHT-/ORC-PEC-).
  • agents.py β€” PEC5D-AGENT + 6 specialist agents (corpus/geometry/photonic/ orchestration/cipher/genealogy).
  • sandbox.py β€” dry-run execution environment (no persistence).
  • api/ β€” FastAPI routes /api/v1/coldcase/* (wired into src/sovereign/main.py).
  • README.md β€” module docs. Ethics: hypothesis lattice only, no accusations.

src/sovereign/ additions

  • auth/ β€” sovereign authentication (biometric + entanglement anchor).
  • biometric.py β€” BiometricSession / BiometricSignal root-credential binding.
  • autonomous.py β€” self-loop daemon (auto-restart, self-heal).
  • local_mode_router.py β€” air-gapped/local-only routing.
  • model.py β€” sovereign model wrapper.
  • quantum_closed_loop.py β€” measurement β†’ correction β†’ re-entanglement loop.

Registry & automation system

Config-as-code: every entity has a YAML definition and is cross-referenced by scripts/verify_registries.py (run it in CI or before committing):

.venv/bin/python scripts/verify_registries.py   # β†’ ALL REGISTRY CROSS-REFERENCES VALID

It validates: registry file: refs resolve, trigger task: refs exist in tasks/registry.yaml, workflow steps reference real tasks/actions, and agent implementation modules are importable. Currently: 12 registry files, 90 YAML/YML files, 10 task types, 2 workflows.

Quick start 

# 1. Environment
cp .env.example .env                # fill HF_TOKEN / GITHUB_TOKEN as needed
python3 -m venv .venv && source .venv/bin/activate
pip install -r requirements.txt

# 2. Run the API + dashboard
python -m sovereign.main dashboard   # β†’ http://localhost:8000

# 3. CLI
python -m sovereign.main --help

# 4. Tests
make test                            # or: .venv/bin/python -m pytest -q

Testing & verification 

.venv/bin/python -m pytest -q                       # 29 passed (repo suite)
.venv/bin/python -m pytest models/gemma-3-12b-it-jailbreak/tests -q   # 19 passed
.venv/bin/python tests/benchmarks.py                # quantum / neural / genomic / api groups
.venv/bin/python scripts/verify_registries.py       # registry cross-ref validation

Known environment notes: Python 3.12 venv; numpy 2.5 API (randn β†’ standard_normal) already applied; simulator backends degrade gracefully if not installed.

Build & packaging

Target Location Command
Wheel dist/sovereign-0.1.0-py3-none-any.whl python -m build
Standalone EXE (91 MB) dist/sovereign pyinstaller builds/exe/sovereign.spec
Android APK builds/apk/ ./builds/apk/build_apk.sh
iOS builds/ios/ (ios.yaml, build_ios.sh, shell) ./builds/ios/build_ios.sh
Container docker/docker-compose.yml docker compose up
CI .github/workflows/ ci Β· cd Β· security Β· packages Β· pages

Site & dashboard

Self-contained static site in site/ (no build step, no external deps):

  • site/index.html β€” landing page with verified metrics + module stack + status table
  • site/dashboard.html β€” telemetry dashboard (reads site/telemetry.json, embedded fallback)
  • site/telemetry.json β€” the "real-time" telemetry endpoint payload
  • site/SEO-AUDIT.md β€” SEO audit report (89/100)

Deployment: .github/workflows/pages.yml publishes site/ to GitHub Pages on push to main (enable Pages β†’ Source: GitHub Actions in repo settings).

Hugging Face dataset

pero-freezer-laser-experiments β€” cryo-laser SPDC experiment records, split 80/10/10:

Models

models/registry.yaml catalog:

Model Type Notes
deepseek-v4-sovereign llm (304B MoE) sovereign-tuned, MIT
deepseek-v4-flash-0731 llm (304B MoE) upstream base, MIT
fish-audio-s2-pro tts (5B) see model card
gemma-3-12b-it-jailbreak llm (12B, GGUF) 26 quant variants, Q4_K_M recommended; source HF repo deleted 2026-08-08 β†’ served via mradermacher/...-GGUF mirror

gemma-3-12b-it-jailbreak module

models/gemma-3-12b-it-jailbreak/ β€” full integration: model card, specs, quant table, hardware profile (AMD Threadripper Β· 8 GB Β· Q4_K_M), inference runners (transformers, llama.cpp, ollama, docker, unsloth, lemonade), defensive hooks (pre/post load, inference audit with jailbreak-indicator detection, quant-change), tasks (download, quant select, benchmark, fine-tune scaffold), triggers, tests, and CI workflows. Weights are runtime-downloaded (assets/ holds no binaries).

python scripts/hf_download.py --quant Q4_K_M              # ~7.3 GB β†’ assets/recommended/
bash models/gemma-3-12b-it-jailbreak/inference/llama_cpp_server.sh

Responsible-use note: the module is instrumented for defensive security research only (indicator detection + audit); it ships no evasion prompt templates.

Scripts

Script Purpose
scripts/verify_registries.py Validate all registry YAML cross-references
scripts/hf_download.py Fetch any GGUF quant (source or mirror)
scripts/quant_selector.py Hardware-optimized quant picker (CLI)
scripts/monorepo_sync.py Snapshot HF model card metadata β†’ docs/hf_snapshot.json
scripts/delete_hf_gguf.py Delete an HF model repo (IRREVERSIBLE, confirm-gated)
scripts/migrate_to_monorepo.py Re-point module refs to the mirror repo
scripts/final_push_gguf.sh Stage/commit/push the module (delete step commented)
scripts/upload_hf_dataset.py Upload the prepared dataset to HF (workspace copy)

Architecture

  • Orchestrator (src/sovereign/orchestrator/) β€” task lifecycle, scheduling, state machine, persistent queue, agent factory, DAG workflow engine.
  • Agents (src/sovereign/agents/) β€” uniform BaseAgent interface; DeepSeek-V4 chat / reasoner / coder wrappers plus tool, coordinator, memory, and supervisor agents.
  • Memory (src/sovereign/memory/) β€” working, episodic, semantic, procedural, and vector memory with RAG retrieval and pruning.
  • Tools (src/sovereign/tools/) β€” pluggable, policy-gated tools (shell, web search, file ops, API client, code interpreter, database, browser, email).
  • Governance & Security β€” tamper-evident audit logs, RBAC/ABAC, AES-256-GCM, sandboxing, JWT auth, compliance checks; biometric + entanglement-rooted authentication.
  • Communication β€” event bus (pub/sub), inter-agent messaging, MCP / A2A / OpenAI-compatible / gRPC protocol adapters; WebSocket quantum relay.
  • Knowledge β€” knowledge base, NetworkX graph, document ingestion, embeddings, indexing.
  • API β€” FastAPI REST + WebSocket realtime stream, full endpoint set under /api/v1/*.

See docs/architecture.md and docs/api_reference.md.

Connected projects

The orchestrator connects to every recent OGU project via integrations/ (see integrations/registry.yaml):

Project Role
../mocking-jay Universal Digital Twin β€” 33 agent-nodes, quantum simulation, Merkle ledger
../core QLB core: entanglement manager, Bloch sphere, harmonic resonance, PVD
../photonic-entanglement-engine Photonic entanglement subsystems
../dna-unfolding-lab DNA unfolding simulations + agent workflows
../codality Coding platform OSA
../universal-driver Multi-platform device drivers (pnpm monorepo)
../drivers C++ BCI drivers (muse_driver, qlb_arduino_driver)
../sensors EEG, rPPG, thermal, touch, tremor, vocal sensors
../pipelines Ancestral data, lineage ETL, resonance pipelines
../buckets Multi-cloud bucket manager
../kaleidoscope Intent decoding + persona generation
../moodchroma Biometric emotion pipeline
../optogenetics Optogenetic controller + photonic entanglement
../skills OGU agent skills (lineage-scanner, moodchroma-analyzer, …)
../website QLB v2.5 dashboard
../onegayunicorn Expanded Intelligence system (scout→enhance→audit)
../ogu-build TURMO + universal driver builds

Repository conventions

  • Registry-first: adding a task/trigger/workflow/agent means adding its YAML + registering it; run verify_registries.py before committing.
  • No binaries in assets/ β€” weights are runtime-downloaded.
  • Secrets: only via environment (HF_TOKEN, GITHUB_TOKEN); never committed.
  • Simulator fallbacks: optional heavy deps must degrade gracefully at import.

License

MIT β€” see LICENSE. Model licenses: DeepSeek-V4-Flash-0731 (MIT), Fish Audio S2-Pro (see model card), gemma-3-12b-it-jailbreak (Google Gemma terms β€” see module LICENSE).