Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent traces and analyzes execution patterns. Requires langsmith-fetch CLI installed.
8.2
Rating
0
Installs
AI & LLM
Category
Excellent skill for debugging LangChain/LangGraph agents via LangSmith traces. The description clearly defines activation triggers and use cases. Task knowledge is comprehensive with 4 detailed workflows, multiple use cases, and concrete command examples. Structure is logical with clear sections, though the single-file approach gets lengthy (could benefit from separating workflows into individual files for very large skills). Novelty is good - while CLI trace fetching exists, the structured debugging workflows, error pattern analysis, and integration guidance provide meaningful value beyond raw CLI usage. Minor improvement areas: could add more complex multi-step debugging scenarios and cross-reference with agent codebases. Overall, this is a well-crafted, immediately useful skill that would significantly help a CLI agent debug LangChain applications efficiently.
ComposioHQ
Skill Author
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