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Samuele Giampieri

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#artificial intelligence Preprint Oct 2026

Cortex: Measurement-Gated Evolution and Pruning of Coding-Agent Skills and Rules

Coding agents such as Claude Code also follow text files that developers write for them: a project file, skills the agent may choose to open, and rules that load automatically when the agent reads matching files. We call these files the agent's harness. Developers add to it whenever they correct the agent, but one succ...

Samuele Giampieri · 0 citations

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