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On the Use of Agentic Coding Manifests: An Empirical Study of Claude Code

Published: September 18, 2025 | arXiv ID: 2509.14744v1

By: Worawalan Chatlatanagulchai , Kundjanasith Thonglek , Brittany Reid and more

Potential Business Impact:

Helps computers write code by themselves.

Business Areas:
Natural Language Processing Artificial Intelligence, Data and Analytics, Software

Agentic coding tools receive goals written in natural language as input, break them down into specific tasks, and write/execute the actual code with minimal human intervention. Key to this process are agent manifests, configuration files (such as Claude.md) that provide agents with essential project context, identity, and operational rules. However, the lack of comprehensive and accessible documentation for creating these manifests presents a significant challenge for developers. We analyzed 253 Claude.md files from 242 repositories to identify structural patterns and common content. Our findings show that manifests typically have shallow hierarchies with one main heading and several subsections, with content dominated by operational commands, technical implementation notes, and high-level architecture.

Repos / Data Links

Page Count
9 pages

Category
Computer Science:
Software Engineering