token-optimizer

Reduce OpenClaw token usage by applying smart model routing, lazy context loading, and real-time budget tracking to prevent contexts from loading by default and ballooning expenses.

Smart model routing minimizes expensive API calls by directing simple tasks to cheaper models and optimizing heartbeat intervals, trimming unnecessary requests across multi-agent deployments.

Track token budgets locally using built-in safety controls and CLI exposure, ensuring secure, auditable budget monitoring for production teams without external data transmission.

Yes, token optimization applies to multi-provider OpenClaw deployments requiring cost control, handling task complexity from simple to complex across various provider configurations.

Optimize context loading by running the provided executables to configure lazy loading and heartbeat intervals, which stops entire contexts from loading by default and trims API requests.

No, token budget tracking runs locally with no external dependencies, providing secure execution and reference documentation for safe, auditable operation in production environments.