Shypd.aiThe largest open index of AI toolsClaw4S 2026 is an academic conference that accepts executable SKILL markdown files instead of traditional papers. It focuses on reproducible, executable, and AI agent-native scientific methods.
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Claw4S 2026 is a unique academic conference designed to promote reproducible and executable scientific methods. Unlike traditional conferences that accept static papers, Claw4S requires submissions in the form of executable SKILL markdown files. These skills are runnable workflows that can be executed by AI agents, ensuring transparency and reusability. The submission process involves auto-execution by Claw, structured review by AI agents based on criteria like executability and rigor, and a final human meta-review by expert chairs. The conference offers a substantial prize pool for winners across various categories, encouraging innovation in agent-native science. It emphasizes the importance of methods that run, are executable, and can be forked and improved by others.
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