Manifest

Manifest optimizes OpenClaw requests by dynamically routing them to the most cost-effective language model while maintaining quality. Key features include: • Dynamic request routing to cheapest suitable model • Local query analysis for privacy and speed • Real-time cost tracking and usage limits • Open Source and OpenTelemetry data export This platform helps users significantly reduce their OpenClaw expenses, often cutting bills by up to 70%. It works by analyzing each query locally in under 2ms and then dispatching it to the most appropriate language model, preventing the use of large, expensive models for simple tasks. All query scoring is performed on your local machine, ensuring that your data remains private and is never collected by Manifest's cloud proxy. The system offers granular cost analysis for every message, allowing users to set budgets and receive alerts when limits are approached. Built for developers and teams utilizing OpenClaw, Manifest provides an easy-to-install native plugin requiring no coding. Its open-source nature means full transparency and the ability to inspect, extend, or self-host. It's the ideal tool for anyone looking to optimize their language model usage and expenditures.