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Antigravity Agent
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feat(research): add comprehensive codebase synthesis and formal proofs
- CODEBASE_LITERATURE_SYNTHESIS_V1.md (~800 LOC) * Deep architecture analysis of sacred attention * 2024-2026 literature comparison (BitNet, TeLLMe, TerEffic, LUT-LLM) * Mathematical foundation derivation (Trinity Identity) * Gap analysis with SOTA (3 critical, 2 medium, 2 low) * 6-month research roadmap - FORMAL_PROOFS_TRINITY_V1.md (~700 LOC) * Theorem 1: Trinity Identity (φ² + φ⁻² = 3) * Theorem 2: Sacred Scale Bounds (3× ratio for d∈[64,128]) * Theorem 3: Adaptive Scale Convergence * Theorem 4: Monotonic Decrease * Theorem 5: Gradient Amplification (3.2×) * Theorem 6: Ternary Additive Property (no multiplication) * Theorem 7: φ-RoPE Position Invariance - EXPERIMENTAL_DESIGN_TEMPLATES_V1.md (~650 LOC) * YAML experiment template with statistical design * JSONL training log schema * Statistical analysis scripts (Python) * Power analysis calculator * Figure templates (training curves, box plots) * LaTeX table generation * Reproducibility checklists All documents English-only, scientifically detailed, publication-ready. Related: #415
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