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

## Phase 2: Topology Verification (Layer 3)
- [x] **Parity Alignment:** Execute `layer_3_parity_verifier()`.
- [x] **Contradiction Check:** Detect $H^2$ obstructions and trigger Dimension Elevation if necessary.

## Phase 3: Algebraic Synthesis (Layers 2 & 4)
- [x] **Knowledge Base Lift:** Calculate absolute solution density $N_b(m)$.
- [x] **Spike Basis Generation:** Deterministically compute the $b$-vector set.
- [x] **Inference Trace:** Execute `execute_thought_loop()` to derive the optimal logical path.

## Phase 4: Hardware Compilation (Layer 5)
- [x] **RTL Generation:** Export synthesizable Verilog using `layer_5_silicon_compiler()`.
- [x] **HDL Verification:** Run `verify_hdl.py` to ensure bit-accuracy.
- [x] **Static Analysis:** Perform area and timing estimation via `tgi_hardware_analysis.py`.

## Phase 5: Agentic Superintelligence & Sovereign OS
- [x] **Tool Registration:** Map API functions to Hamiltonian sub-cycles (Tool Manifold).
- [x] **Trajectory Logging:** Save task execution paths in the coordinate-based Memory Buffer.
- [x] **Execution Trigger:** Connect the parser's closure node to real-world function calls (Agent OS).
- [x] **Self-Healing Lemma:** Implement Real-Time Topological Bypass for hardware failures.
- [x] **Execution Bridge:** Implement Foreign Function Execution (Subprocess) via coordinate delivery.
- [x] **Syntax Mapping:** Implement Topological Syntax Mapper (Compiler Alpha) for bug-free code generation.
- [x] **Imaging Manifold:** Implement "Pixels as Geometry" (Topological GPU) with RGB-Generator mapping.

## Domain-Specific Integration
- [x] **Crypto:** Configure `SESHash` with the Parity Trapdoor key.
- [x] **Fusion:** Verify the Stability Invariant for magnetic confinement.
- [x] **Quantum:** Integrate `QuantumSyndromeDecoder` with lattice controllers.