ClawTrace

ClawTrace provides observability for OpenClaw agents by collecting execution data and presenting it through interactive visualizations such as execution paths, call graphs, timelines, and a trajectory dashboard. It streams each run’s traces, spans, token usage, and cost information in real time, allowing developers to pinpoint failures, bottlenecks, and unexpected spend.

The platform includes a conversational “doctor” agent named Tracy, which answers questions about a specific run, explains root causes, and offers concrete recommendations for improvement. Tracy operates on live data, adapts to the current context, and can follow up on previous queries to deepen the analysis.

To use ClawTrace, developers install the plugin on their OpenClaw agent, authenticate with an observe key, and then let the system automatically capture trajectories. The gathered insights support A/B testing, rubric‑based evaluation, version control, and self‑evolving agents, helping teams make their agents more reliable, cost‑effective, and faster.