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A static analyzer for Python programs that integrate with Large Language Model APIs. LLMEffect inspects every LLM call site in your code and flags three classes of risk: sensitive data flowing into prompts, unvalidated model output reaching dangerous operations, and agent loops without proper iteration bounds.