OpenClaw-Tracer is a lightweight LLM data collection and tracing service for OpenClaw and other agent/LLM systems, built on LiteLLM. It sits in front of your agents as an OpenAI-compatible proxy, automatically capturing rich conversation and trace data (reasoning, tool calls, token usage, latency, etc.) for SFT/RL training and observability.

OpenClaw Behavior Observation System Based on LangFuse

OpenClaw observability plugin — tracks skills, tools, hooks, and LLM usage per request

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Visual inspect openclaw <-> LLM(Large Language Model) interaction info.

ClawTrace - OpenClaw conversation workflow tracer, used to track, log and inspect the step-by-step execution of single chat sessions for debugging.