npx tribunal-kit init |
# Hackathon Winner & National Finalist |
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| Pillar | Engineering Mechanism | Impact Metric |
|---|---|---|
| 🧠 Semantic Distillation | .acf (Agent Context Format) token compression |
27x context reduction with 0 hallucination |
| 🛡️ Shadow-Data Deception | Dynamic trigger-graph malware traps | Zero false positives in mobile threat isolation |
| 🏎️ Deterministic Sim | High-frequency telemetry interpolation | Sub-millisecond lap comparison & physics sim |
| 🃏 Counterfactual AI | NVIDIA LocateAnything-3B + RL policy scoring | PCI (Play Consistency Index) battle prediction |
📜 ARCHIVED_QUESTS — Earlier builds, engines & production systems
| Project | Domain / Core Mechanism | Stack |
|---|---|---|
| CoreInventory | Modular inventory management system with tRPC-typed end-to-end APIs. | Next.js 15 · TypeScript · tRPC · Supabase |
| SmartSplit | Expense splitting engine resolving multi-party peer debts accurately. | JavaScript · React · Node.js |
| RAG Knowledge Base | Retrieval-augmented Q&A system over a custom document store. | Python · Vector DB · LangChain |
| Nether Veil | Godot 4 horror RPG — atmosphere-first exploration and dread. | Godot 4 / GDScript |
| Harmit's Nagar | Cozy Indian-village RPG built as an interactive developer portfolio. | Godot 4 / Three.js |
| ChronoDots | Time-tracking & scheduling visual utility. | Python · Desktop UI |
Build the real tool first. Document and promote second. Ship fast, but never ship something that hallucinates on you.

