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Paper · arXiv

Recursive Formation and First-Class Reuse of Compositional Capabilities

We introduce FormCraft, a framework for representing acquired operations as first-class capabilities that can be recursively composed, directly invoked, and selectively retained in a persistent library through domain-specific verification. The framework separates capability well-formedness and public callability from later admission to persistent storage while preserving formation provenance and operational identity. We formalize recursive compositional closure over a uniform capability space and show that formed composites can be reused through the same public interface without re-forming their historical derivation. Experiments across continuous, discrete, propositional, and sequence do...

AuthorsHang Lin
Primary categorycs.PL
Published14 October 2026
Last updated at source14 October 2026
cs.PLcs.AI
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