The Role of Agentic Instruction Categories for Code Generation: A Study of Five Python Libraries

Warren Gerald Polandra, Yoshiki Higo, Raula Gaikovina Kula

Agentic coding systems increasingly rely on repository-level agent files, such as AGENTS.md, to communicate project knowledge and developer intent. However, it remains unclear whic…