A three-stage LLM prompt-chaining system extracts FSM rulebooks from RFC documents, achieving F1 scores near 85% on FTP and RTSP.
Extracting protocol format as state machine via controlled static loop analysis,
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An Agentic Flow for Finite State Machine Extraction using Prompt Chaining
A three-stage LLM prompt-chaining system extracts FSM rulebooks from RFC documents, achieving F1 scores near 85% on FTP and RTSP.