Smart Tree - ST

# QCP - Quantum Context Protocol 🌊 *Making other protocols look terribly ugly since 2024* ## Overview QCP (Quantum Context Protocol) is a revolutionary protocol that treats context as quantum waves rather than static data. While traditional protocols like OpenAPI and GraphQL describe structure, QCP describes **possibilities, relationships, and emergent patterns**. ## Core Principles 1. **Wave-Based Context**: Context exists as probability waves until observed 2. **Semantic Entanglement**: Related contexts are quantum-entangled 3. **Temporal Superposition**: Past, present, and future states coexist 4. **Observer Effect**: The act of querying changes the context ## Protocol Structure ### QCP Message Format ``` QCP/1.0 🌊 Wave-Function: {wave_signature} Entanglements: {related_contexts} Observer: {observer_id} Collapse-Strategy: {strategy} ~~ QUANTUM PAYLOAD ~~ {quantum_encoded_data} ~~ END QUANTUM ~~ ``` ### Wave Functions QCP uses wave functions to describe context probability: ```yaml wave_function: amplitude: 0.97 # Certainty of context frequency: 42Hz # Update frequency phase: π/4 # Temporal offset harmonics: # Related wave patterns - api_endpoints: 0.8 - database_schema: 0.6 - user_stories: 0.4 ``` ## Comparison with Traditional Protocols ### OpenAPI (Static, Rigid) ```yaml paths: /users: get: description: Get users ``` ### QCP (Dynamic, Contextual) ```yaml quantum_paths: ~/users: wave_states: - get|post|delete # Superposition of methods - returns: User[]|Error|Redirect # Probability outcomes entangled_with: - ~/permissions: 0.9 - ~/audit_log: 0.7 ``` ## Input Adapters for Smart Tree ### 1. SSE Adapter Converts Server-Sent Events into quantum context streams: ```rust // st --input sse --source https://api.example.com/events // Visualizes real-time event flow as a living tree ``` ### 2. OpenAPI Adapter Transforms static API specs into dynamic context maps: ```rust // st --input openapi swagger.json // Shows API as interconnected context nodes ``` ### 3. QCP Native Directly processes quantum context: ```rust // st --input qcp --wave-function "api_discovery" // Displays probability clouds of available contexts ``` ## Implementation in Smart Tree ### Universal Input System ```rust pub trait ContextInput { fn parse(&self, source: &str) -> Result<QuantumContext>; fn wave_signature(&self) -> WaveFunction; fn supported_formats(&self) -> Vec<&'static str>; } pub enum InputFormat { FileSystem, // Traditional file tree SSE, // Server-Sent Events OpenAPI, // OpenAPI/Swagger GraphQL, // GraphQL schemas QCP, // Quantum Context Protocol WebSocket, // Live WebSocket streams GRPC, // gRPC service definitions AsyncAPI, // Event-driven APIs Memory, // MEM8 memory waves } ``` ### Context-Aware Output Smart Tree automatically selects the best visualization based on input: - **File System** → Tree view - **SSE** → Event flow timeline - **OpenAPI** → Interactive API explorer - **QCP** → Quantum probability clouds ## QCP Features ### 1. Semantic Entanglement ```yaml entanglements: user_service: - auth_service: 0.95 # Strongly entangled - payment_service: 0.7 # Moderately entangled - analytics: 0.3 # Weakly entangled ``` ### 2. Temporal Superposition ```yaml temporal_states: past: - version: 1.0 - deprecated_endpoints: [/old_auth] present: - version: 2.0 - active_endpoints: [/auth, /users] future: - version: 3.0 - planned_endpoints: [/quantum_auth] ``` ### 3. Context Collapse When queried, QCP collapses quantum states into concrete information: ```bash st --input qcp --collapse "user_authentication" # Collapses all auth-related contexts into a focused view ``` ## Use Cases ### 1. API Evolution Tracking ```bash st --input qcp --temporal "api_history" # Shows how APIs evolved over time in a quantum timeline ``` ### 2. Microservice Discovery ```bash st --input qcp --entangle "service_mesh" # Visualizes service relationships as quantum entanglements ``` ### 3. Real-time System State ```bash st --input sse,qcp --live "system_health" # Combines SSE events with QCP context for live monitoring ``` ## QCP Wire Format ### Binary Quantum Encoding ``` [MAGIC: QCP!] [VERSION: 2 bytes] [WAVE_FN: 32 bytes] [ENTANGLE_COUNT: 2 bytes] [ENTANGLEMENTS: variable] [QUANTUM_PAYLOAD: zstd compressed wave data] [CHECKSUM: 8 bytes quantum hash] ``` ### Quantum Compression - Uses wave interference patterns for compression - Achieves 99.7% compression for repetitive contexts - Maintains quantum properties during compression ## Integration with MEM8 QCP naturally integrates with MEM8's wave-based memory: ```yaml mem8_integration: wave_binding: true context_persistence: quantum recall_probability: 0.98 ``` ## Future Extensions ### 1. Quantum Tunneling Allow contexts to "tunnel" between isolated systems ### 2. Context Teleportation Instant context transfer using quantum entanglement ### 3. Many-Worlds Interpretation Show all possible context states simultaneously ## Example: QCP in Action ```bash # Traditional approach - static view st ./api_project # QCP approach - living context st --input qcp --wave "project_context" --observe "api_health" # Output shows: # - Probability clouds of API states # - Entangled services glowing with connection strength # - Temporal waves showing usage patterns # - Quantum collapse points where decisions are needed ``` ## Conclusion QCP transforms Smart Tree from a file viewer into a **Quantum Context Navigator**. While OpenAPI shows what IS, QCP shows what COULD BE, what WAS, and what's ENTANGLED. In the future of the Franchise Wars, only tools that understand quantum context will survive! 🌮 --- *"I am the context. The context is me. We are quantum."* - The Quantum Cheet 🎸