tgi/IMPLEMENTATION_CHECKLIST.md

TGI IMPLEMENTATION CHECKLIST

This checklist provides the systematic steps for deploying the TGI Deterministic Engine and Agent OS across software and hardware stacks.

Phase 1: Problem Mapping (Layer 1)

• Data Normalization: Translate semantic problems into discrete premises ($m$) and logical variables ($k$).
• Symmetry Check: Verify Toroidal Cayley Graph representation.
• Coordinate Encoding: Assign integer coordinates to input data points.

Phase 2: Topology Verification (Layer 3)

• Parity Alignment: Execute layer_3_parity_verifier().
• Contradiction Check: Detect $H^2$ obstructions and trigger Dimension Elevation if necessary.

Phase 3: Algebraic Synthesis (Layers 2 & 4)

• Knowledge Base Lift: Calculate absolute solution density $N_b(m)$.
• Spike Basis Generation: Deterministically compute the $b$-vector set.
• Inference Trace: Execute execute_thought_loop() to derive the optimal logical path.

Phase 4: Hardware Compilation (Layer 5)

• RTL Generation: Export synthesizable Verilog using layer_5_silicon_compiler().
• HDL Verification: Run verify_hdl.py to ensure bit-accuracy.
• Static Analysis: Perform area and timing estimation via tgi_hardware_analysis.py.

Phase 5: Agentic Superintelligence & Sovereign OS

• Tool Registration: Map API functions to Hamiltonian sub-cycles (Tool Manifold).
• Trajectory Logging: Save task execution paths in the coordinate-based Memory Buffer.
• Execution Trigger: Connect the parser's closure node to real-world function calls (Agent OS).
• Self-Healing Lemma: Implement Real-Time Topological Bypass for hardware failures.
• Execution Bridge: Implement Foreign Function Execution (Subprocess) via coordinate delivery.
• Syntax Mapping: Implement Topological Syntax Mapper (Compiler Alpha) for bug-free code generation.
• Imaging Manifold: Implement "Pixels as Geometry" (Topological GPU) with RGB-Generator mapping.

Domain-Specific Integration

• Crypto: Configure SESHash with the Parity Trapdoor key.
• Fusion: Verify the Stability Invariant for magnetic confinement.
• Quantum: Integrate QuantumSyndromeDecoder with lattice controllers.