Copilot Interface

πŸ€– Sovereign Copilot Interface

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1. Executive Overview & Purpose

The **Sovereign Copilot Interface** is the cognitive bridge between human operators, autonomous swarms, and multi-model AI reasoning engines within Sovereign OS. Located at Layer 7 (ops/cognitive_bridge) and Layer 6 (ops/cognitive_surface), it provides:

1. **Autonomous Mission Synthesis**: Formulates 5DHCP tickets, task graphs, and execution plans from human operator intent.

2. **Hybrid Multi-Model Federation**: Seamlessly routes subtasks across dedicated cloud provers (Gemini, Claude), local NPUs (qwen2:1.5b), and the cluster's 24/7 headless Copilot browser (gemma-cobrowser:3456).

3. **Macro-Civilizational Advisory**: Computes tensor perturbations ($\Delta C_{12}$), predicts vitality drift, and advises the Sovereign Civilization Kernel (SCK) before executing state mutations.

4. **Context Cube Binding**: Every conversational prompt and AI output is strictly pinned to 5D-ASP coordinates $(X, Y, Z, \Phi, \Lambda)$ with base-27 Saevcodes and lineage pedigree hashes.

graph TD
    Operator["πŸ‘€ Operator Prompt"] --> WebUI["🌐 os.predator.run Copilot Pane"]
    WebUI --> Gateway["ops/http_gateway: /api/copilot/chat"]
    Gateway --> CogSurface["ops/cognitive_surface (Intent Classification)"]
    CogSurface --> CogBridge["ops/cognitive_bridge (Federated Router)"]
    
    CogBridge --> Cobrowser["Cluster Cobrowser Pod (Microsoft Copilot CDP: 3456)"]
    CogBridge --> LocalNPU["Local NPU / LM Studio (Port 1234/1235)"]
    CogBridge --> NativeProver["Native Rust Prover / SCK Tensor Engine"]
    
    Cobrowser --> Synthesis["Response Synthesis & Ticket Generation"]
    LocalNPU --> Synthesis
    NativeProver --> Synthesis
    
    Synthesis --> Valkey["Valkey Substrate (Lineage & Tickets)"]
    Synthesis --> WebUI

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2. Multi-Model Federated Architecture

The Cognitive Bridge evaluates task complexity, privacy requirements, and latency budgets to dispatch prompts:

Model TierTarget InfrastructureLatencyPrimary Responsibilities
**Microsoft Copilot Bridge**apex-cortex/gemma-cobrowser:3456$2\text{s} - 8\text{s}$Complex code refactoring, enterprise doc synthesis, biometric settlement orchestration.
**Local NPU (Qwen 2.5 / 1.5B)**Co-located Lion / Apex1 NPUs$15\text{ms} - 80\text{ms}$Fast-path telemetry classification, toxic contract filtering, zero-cloud private operations.
**Native Rust SCK Prover**ops/civilization_kernel$<1\text{ms}$Deterministic tensor evaluations, invariant validation, mathematical cohesion proofs.
**High-Reasoning Enclave**Cloud API (Gemini 2.5 / Claude 3.7)$1\text{s} - 4\text{s}$Macro-civilizational planning, strategic multi-agent game-theoretic equilibrium.

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3. Dedicated 24/7 Kubernetes Cobrowser Bridge

For persistent Microsoft Copilot integration without human desktop dependencies, Sovereign OS operates a dedicated headless Chromium pod:

  • **Pod Name**: apex-cortex/gemma-cobrowser-55584c4ffd-f5928
  • **Internal REST Endpoint**: http://gemma-cobrowser.apex-cortex.svc.cluster.local:3456
  • **Chrome DevTools Protocol (CDP)**: Port 9222
  • **Interactive VNC GUI**: http://100.97.133.107:6080/vnc.html (Display :99, port 5900)
  • **Profile Invariant (Rule 13)**: The persistent browser user profile (/puppeteer_profile) is NEVER deleted, preserving enterprise credentials, cookies, and session state.
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    4. Interaction Modes

    The Sovereign Copilot Interface supports four specialized operating modes:

    1. **Direct Operational Command**: Execute administrative queries, query node telemetry, inspect hot wallet balances, or trigger manual RPC failovers.

    2. **Autonomic Mission Planning**: Decompose complex goals (e.g., *"Deploy Aerodrome Slipstream CLAMM residue sweep on Base"*) into atomic 5DHCP tickets with preconditions and gas caps.

    3. **Civilizational Tensor Steering**: Inquire about current vitality slope ($S_v$) or evaluate candidate mutations:

    $$\Delta C_{12} = \mathcal{F}(\text{mutation}, S_v, \text{cohesion})$$

    4. **Code & Contract Audit**: Dispatch smart contract bytecode or Rust crate diffs for Rule 8 (Zero Mock Data) and Rule 22 (Zero Open Approvals) invariant checks.

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    5. REST API Specifications

    POST /api/copilot/chat

    Dispatches a prompt to the Sovereign Copilot federated engine.

    **Request Body:**

    {
      "prompt": "Evaluate current vitality slope and report cluster health.",
      "model": "hybrid",
      "conversationId": "operator-session-001"
    }
    

    **Response Body:**

    {
      "status": "ok",
      "conversationId": "operator-session-001",
      "text": "Substrate Vitality Slope is 6.85 / 9.90 (recovering +0.01 per volley). All 4 nodes are fully synchronized. SCK Regime: HarmonicMesh.",
      "model_used": "Sovereign Federated Copilot",
      "telemetry": {
        "vitality_slope": 6.85,
        "cohesion_score": 0.955,
        "regime": "HarmonicMesh"
      },
      "suggested_actions": [
        "Audit Subsystems",
        "View Architecture",
        "Inspect PQR Ledger"
      ]
    }
    

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    6. Security & Invariant Enforcement

  • **Rule 8 (Zero Mock Data)**: The Copilot Interface must never synthesize artificial trading simulations, win-rates, or fake PnL figures.
  • **Rule 11 (Shadow Hydration)**: The Copilot state machine must verify that context cube memory is fully hydrated from Valkey prior to answering.
  • **Rule 21 (Council Consensus)**: Generated code patches must undergo the 5-step SOP review before being committed or deployed.