Agent Tracing
Agent Tracing is a zero-config CLI tool that captures agent execution snapshots during development and lets you inspect them for debugging. Query specific steps, view tool invocations and results, examine LLM messages and context, or pull remote production traces by operation ID. All inspection flags work on local and remote snapshots alike.
Agent Tracing provides CLI inspection of agent execution snapshots to debug step flows, tool calls, and LLM interactions.
AI-generated summary based on this skill's SKILL.md
Install
lobehub/lobehub/agent-tracing · repository language: TypeScript
git clone https://github.com/lobehub/lobehub
cp -r lobehub ~/.claude/skills/agent-tracinggenerated, unverified - the skill's exact subdirectory could not be determined; check the repository on GitHub
npx skillfed install lobehub/lobehub/agent-tracingFrequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
What is Agent Tracing and how do I use it?
Agent Tracing is a zero-config CLI tool that captures agent execution snapshots during development and lets you inspect them for debugging. It records tool invocations, results, LLM messages, and context so you can examine exactly what your agent did at each step without manual instrumentation.
How do I trace agent execution and debug agent behavior?
Agent Tracing captures execution snapshots automatically during development. Use the CLI to query specific steps, view tool invocations and their results, examine LLM messages and context, and inspect the complete execution flow. All inspection flags work on both local snapshots and remote production traces pulled by operation ID.
Can Agent Tracing monitor agent calls and interactions?
Yes. Agent Tracing records and displays all agent calls and interactions including tool invocations, LLM message exchanges, and context data. You can inspect these interactions locally during development or retrieve remote production traces by operation ID to monitor how your agent behaved in real scenarios.
Does Agent Tracing help visualize agent workflow and request paths?
Agent Tracing captures agent execution snapshots that let you inspect the complete workflow and request paths. You can query specific steps and view the sequence of tool invocations, LLM interactions, and results to understand exactly how requests flow through your agent.
How can I diagnose agent performance and runtime issues?
Agent Tracing provides diagnostic tracing capabilities to help identify performance bottlenecks and runtime issues. Inspect execution snapshots to see where time is spent, which tools are called, how LLM interactions occur, and what context is available at each step—all with zero-config setup.
Can I access remote production traces with Agent Tracing?
Yes. Agent Tracing lets you pull remote production traces by operation ID and inspect them using the same CLI tools you use for local snapshots. All inspection flags work on both local development snapshots and remote production traces.