The core idea: most agent runtimes serialize everything as JSON. JSON is great for humans but terrible for tokens. So I built TOON (Token-Oriented Object Notation) — same structure, 28–44% fewer tokens. At scale that's millions of tokens saved per day.

What else it does: → Routes across 12 providers (Anthropic, OpenAI, Groq, Ollama, DeepSeek, OpenRouter + more) → 4-tier smart model routing — picks the cheapest model that can handle the task → Multi-agent DAG: Planner → Research → Execution → Memory → Composer → Encrypted vault (AES-256-GCM), never stores secrets in plaintext → Prompt injection defense + PII redaction built in → 19 hot-swappable skills, < 60ms reload → Full benchmark suite included — 9ms dry-run pipeline latency

It's CLI-first, TypeScript, runs on Linux/Mac/WSL2.

Repo: https://github.com/Rawknee-69/Beta-Claw

Still rough in places but the core is solid. Brutal feedback welcome.