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This paper presents Spark-to-Paper, an end-to-end research paper generation system implemented as thirteen composable skills inside a coding assistant, achieving high citation validity and figure editability while reducing fabrication.
Introduces RELIC, a framework for learning interpretable and composable skills in multi-agent planning via revealed principles, enabling privacy-preserving coordination and cross-agent skill transfer without sharing code.