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Debug LangChain and LangGraph agents by fetching and analyzing execution traces directly from LangSmith Studio in the terminal.
This skill adds AI observability capabilities to an agent, allowing it to fetch execution traces from LangSmith Studio. It enables the agent to perform root-cause analysis on failed runs, investigate tool-call sequences, and analyze performance bottlenecks without leaving the terminal environment.
Use this skill when debugging agent behavior, investigating specific errors, analyzing memory operations (LTM), or auditing token usage and execution latency for LangChain/LangGraph applications.
langsmith-fetch CLI.Designed for agents with shell access and CLI tool capabilities, specifically optimized for Claude Code, but compatible with any agent that can execute bash commands and process JSON/text output.
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