TraceCompiler recovers producer-consumer dependencies from noisy agent traces by admitting only uniquely-justified data flow and abstaining on ambiguity, achieving 0.928 precision on T1 versus 0.711 F1 for adjacency.
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TraceCompiler: Skill-Guided Mining and Compilation of LLM Agent Traces into Mostly Deterministic Workflows
TraceCompiler recovers producer-consumer dependencies from noisy agent traces by admitting only uniquely-justified data flow and abstaining on ambiguity, achieving 0.928 precision on T1 versus 0.711 F1 for adjacency.