Hi, I'm neo-trixs — I build NeoTrix, the open-source agent that measures, analyzes, and improves its own reasoning.
NeoTrix — an AI-native developer toolkit with self-evolving reasoning.
Not an IDE plugin. Not an LLM wrapper. A cognitive operating system.
Instead of probabilistic next-token prediction, NeoTrix runs a deterministic 64-state E8 reasoning engine, routes attention through Global Workspace Theory, stores knowledge in a 4096-dim VSA HyperCube, and improves its own reasoning via the SEAL self-evolution loop.
| Dimension | Value |
|---|---|
| Language | Rust — 0 unsafe |
| Architecture | 7 domains · 10 layers · 47+ subsystems |
| Test functions | 8,771 |
| CLI commands | 50+ modules |
| Desktop app | Tauri (59 command modules) |
| License | MIT + proprietary exceptions |
| Domain | Chinese name | Role |
|---|---|---|
| NT-CORE | E8引导者 | E8 engine · GWT attention · VSA HyperCube · Self |
| NT-MIND | 进化工匠 | SEAL pipeline · distillation · skill crystallization |
| NT-MEMORY | 知识守护者 | SQLite KB · FTS5 search · embeddings · versioning |
| NT-WORLD | 虚空探索者 | crawlers · fetchers · parsers · classifiers |
| NT-ACT | 行动执行者 | MCP tools · code · social · orchestration |
| NT-IO | 界面使徒 | LLM providers · CLI · web · ACP · LSP |
| NT-SHIELD | 影卫 | sandbox · proxy pool · Tor · fingerprint · audit |
- NeoTrix — the flagship repo:
- E8 Hexagram reasoning engine (64-state deterministic)
- SEAL self-evolution loop (27 stages)
- GWT attention router (11 specialists)
- 4096-dim VSA HyperCube knowledge store
- SQLite KB with FTS5 + BM25 + quality-ranked retrieval
- Tauri desktop app + 50+ CLI commands
Click to expand
🔨 Writing Rust — 474K LOC and growing
🧪 Running tests — 8,771 and counting
🧠 Evolving — one SEAL loop at a time
Built with Rust. Driven by capability vectors. Evolving one SEAL loop at a time.
We think agents should be able to think about how they think.