Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill

Turning a research idea into a complete paper requires more than text generation: the system must retrieve literature, design and execute experiments, revise claims according to evidence, produce publication-ready figures, and maintain consistency across a long generation process. We present Spark-to-Paper, an end-to-end research paper generation system implemented as thirteen composable skills inside an existing coding assistant, without requiring a separate agent platform or orchestration serv

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ethics.ai (11 August 2026), “Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill,” evidence record 18752, https://ethics.ai/record/18752 (originally published by HuggingFace Daily Papers).

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