A per-component SimHash fingerprint supplies structural identity for AI agent skills, recovering family membership under paraphrase and refactoring with AUC 0.974 while localizing changes.
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2 Pith papers cite this work. Polarity classification is still indexing.
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Six hello-world implementations across languages are linked to a single contract, DAG, traceability chain, and review gate, verified by witnesses yielding five passes, one skip, and zero fails.
citing papers explorer
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The Decomposition Is the Fingerprint: Per-Component Identity for Agent Skills
A per-component SimHash fingerprint supplies structural identity for AI agent skills, recovering family membership under paraphrase and refactoring with AUC 0.974 while localizing changes.
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A Minimal Executable Proof for Multi-Language Contract Traceability
Six hello-world implementations across languages are linked to a single contract, DAG, traceability chain, and review gate, verified by witnesses yielding five passes, one skip, and zero fails.