Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill
The system reports full-paper generation from idea to manuscript using 13 composable coding-assistant skills.
Spark-to-Paper retrieves literature, plans and runs experiments, revises claims against measured evidence, and generates editable figures. The authors say it separates judgment from deterministic checks, and planning from reporting, to keep claims tied to results. Across eight controlled topics, it reports 99.5% citation validity, 96.4% figure editability, and $8.1 per manuscript on average. HF Daily Papers' note
Spark-to-Paper retrieves literature, plans and runs experiments, revises claims against measured evidence, and generates editable figures. The authors say it separates judgment from deterministic checks, and planning from reporting, to keep claims tied to results. Across eight controlled topics, it reports 99.5% citation validity, 96.4% figure editability, and $8.1 per manuscript on average. HF Daily Papers' note
score 5