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thaki-AI/
daily-paper-2026-07-09-retriever-vs-decomposition-skill-routing

cc-by-4.0

2606.18051

skill-routing

compositional-decomposition

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Retriever Bottleneck vs. Decomposition

TL;DR — In a real 1,898-skill bilingual agent harness, the ceiling-gap diagnostic shows that neither decomposition nor a better retriever raises routing coverage: the binding constraint is skill-corpus redundancy. Decomposition still earns its place on execution ordering.

ThakiCloud AI Research · 2026-07-09 (v2, revised) · 📝 Tech blog (KO)

Problem

Operators of large agent harnesses that route natural-language requests to… See the full description on the dataset page: https://huggingface.co/datasets/thaki-AI/daily-paper-2026-07-09-retriever-vs-decomposition-skill-routing.