ClawTrace

ClawTrace provides a comprehensive observability platform for OpenClaw agents, enabling developers to understand, debug, and optimize complex agent behaviors. Key features include: * Automatic trajectory capture of all agent actions * Live query of execution history and component interactions * Identification of failure points and inefficient resource use * Recommendations for agent evolution and improvement * Detailed cost analysis per agent run and step This platform automatically records every component interaction within an OpenClaw agent, including language model calls, tool uses, and sub-agent activities. By capturing this granular data, ClawTrace allows users to trace the full execution path of any agent run, providing deep insights into its operational dynamics. It visualizes the flow, highlights bottlenecks, and pinpoints exactly where an agent might be failing or expending unnecessary resources. ClawTrace helps make OpenClaw agents more reliable and cost-effective. Users can rapidly diagnose why a particular run failed, understand the exact consumption of resources for each step, and identify opportunities to streamline processes. This detailed execution history empowers developers to iterative refine their agents, leading to more stable performance and reduced operational costs. Designed for developers and engineering teams working with OpenClaw agents, ClawTrace is essential for debugging, performance optimization, and continuous improvement of agent-based systems. It helps ensure agents operate efficiently, reduce manual oversight, and achieve their intended goals faster.