Optimize LangChain application performance and latency. Use when reducing response times, optimizing throughput, or improving the efficiency of LangChain pipelines. Trigger with phrases like "langchain performance", "langchain optimization", "langchain latency", "langchain slow", "speed up langchain".
7.0
Rating
0
Installs
AI & LLM
Category
Excellent skill for LangChain performance optimization. The description clearly articulates when to use the skill with specific trigger phrases. Task knowledge is comprehensive, covering 7 concrete optimization techniques with working code examples (benchmarking, caching, batching, streaming, prompt optimization, connection pooling, model selection). Structure is logical with step-by-step instructions and a helpful performance metrics table. The skill is moderately novel—while a CLI agent could research these techniques, having them consolidated with ready-to-use code patterns, benchmarks, and a decision framework (e.g., the performance metrics table) saves significant tokens and research time. Minor improvement areas: could benefit from a troubleshooting section and more guidance on when NOT to apply certain optimizations. Overall, this is a high-quality, immediately actionable skill that would meaningfully reduce the cost and effort of optimizing LangChain applications.
jeremylongshore
Skill Author
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