ClawTrace

What it does

ClawTrace closes the self-evolving loop for OpenClaw agents. It captures every trajectory automatically — every LLM call, tool use, sub-agent, and cost — so Tracy, the doctor agent, can query OpenClaw's execution history live and tell exactly what failed, what was wasted, and how OpenClaw should evolve next.

See what failed, where spend leaked, and what to fix first with ClawTrace observability.

Trace unstable agent behavior, surface the likely root cause, and get actions to improve. See spend by agent run and step so you can cut cost without guessing. Stop agents from looping back and forth, and get to the right fix faster. Use cheaper models when possible and script repeatable steps so runs stay stable. Don't just see what happened. Ask why, and get tailored recommendations. Tracy is your OpenClaw's doctor. She watches every run, spots the problems you would miss, and tells you exactly what to fix and why. Tracy adapts to the page you are on and focuses on the agent or trajectory you are looking at. Every answer comes from live data. No stale dashboards, no waiting for reports to…from clawtrace.ai

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