Fix tricky LangChain and LangGraph behavior.
Guides developers through diagnosing and fixing LangChain and LangGraph integration problems.
When to use it
Use when LangChain development encounters unexpected behavior, architecture decisions, or Chinese model-provider integration.
It changes how the agent diagnoses and fixes LangChain development problems by directing it to scenario-specific explanations and solutions.
What you provide
The reference is for existing LangChain development and assumes familiarity with its basic agent, tool, message, and graph concepts.
The model-integration workflow works in a Python project and determines its package manager from the project files.
This skill
provider documentation
Reads model provider documentation
langchain-deepseek
Installs the DeepSeek integration package