Prompt Quality and Pull Request Outcomes: A Stage-Based Empirical Study of LLM-Assisted Development

Richard Sserunjogi, Daniel Ogenrwot, John Businge

Large language model (LLM)-powered tools such as ChatGPT are increasingly used in collaborative software engineering workflows, yet little is known about how prompt structure influ…