thaki-AI/daily-paper-2026-08-31-multi-skill-gap-sequence-routing

The Multi-Skill Gap: Measuring the Cost-Quality Frontier of Order-Sensitive Skill-Sequence Routing in a 2,200-Skill Agent Harness TL;DR — First order-sensitive chain benchmark for skill routing: 48 composite tasks (12 real workflow templates x 4 variants) over a 2,275-skill bilingual production registry, measured across free BM25 top-k retrieval, self-hosted Qwen3-1.7B/14B composers, and a frontier cost anchor. Free top-20 retrieval reaches 75.7% set completeness but 0.0% exact… See the full description on the dataset page: https://huggingface.co/datasets/thaki-AI/daily-paper-2026-08-31-multi-skill-gap-sequence-routing.