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chore: add SPDX headers to source files
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src/context.rs

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// SPDX-License-Identifier: PMPL-1.0-or-later
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//! Context Manager: Conversation state and history management
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//!
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//! Phase 1: Simple in-memory storage with serialization

src/expert.rs

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// SPDX-License-Identifier: PMPL-1.0-or-later
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//! Expert System — Deterministic Safety and Policy Enforcement.
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//!
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//! This module implements the "Guardrail" layer of the mobile AI system.

src/lib.rs

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// SPDX-License-Identifier: PMPL-1.0-or-later
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//! Heterogenous Mobile Computing — Verified AI Framework.
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//!
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//! This crate implements a hybrid AI orchestration system optimized for

src/main.rs

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// SPDX-License-Identifier: PMPL-1.0-or-later
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//! Mobile AI Orchestrator - Command Line Interface
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//!
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//! A simple CLI demonstrating the Phase 1 MVP functionality.

src/mlp.rs

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// SPDX-License-Identifier: PMPL-1.0-or-later
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//! Multi-Layer Perceptron (MLP) — Neural Routing Kernel.
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//!
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//! This module implements a standard feedforward neural network designed

src/orchestrator.rs

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// SPDX-License-Identifier: PMPL-1.0-or-later
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//! Orchestrator — Mobile AI Coordination Layer.
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//!
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//! This module implements the central pipeline for on-device AI decision

src/persistence.rs

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// SPDX-License-Identifier: PMPL-1.0-or-later
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//! SQLite-based persistence for conversation state and model weights.
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//!
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//! This module provides durable storage for:

src/reservoir.rs

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// SPDX-License-Identifier: PMPL-1.0-or-later
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//! Reservoir Computing: Echo State Network implementation
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//!
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//! Implements liquid state machines for temporal context compression.

src/router.rs

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// SPDX-License-Identifier: PMPL-1.0-or-later
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//! Router — Intelligence-Driven Query Dispatcher.
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//!
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//! This module implements the "Decision Kernel" for the mobile AI system.

src/sensor.rs

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// SPDX-License-Identifier: PMPL-1.0-or-later
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//! Sensor Input Abstraction
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//!
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//! Platform-agnostic sensor input types for mobile AI orchestration.

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