OpenClaw Trace
Built at WeaveHacks 3: Self-Improving Agents Hackathon with Weights & Biases · Jan 31, 2026 · San Francisco, CA
OpenClaw Trace is a recursive self-improvement pipeline for OpenClaw / Clawdbot session traces. We mine real session traces for grounded signals - errors, friction, missed opportunities - then cluster them, generate research briefs, and run experiments to ship verified fixes. As a consequence, every improvement is evidence-backed, measurable and shareable - contributing to the body of science. I'm already using this daily to recursively self-improve HAL, my OpenClaw AI researcher and virtual assistant. Work done during hackathon: https://github.com/Phantastic-AI/openclaw-trace/pull/1