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May 16, 2026 · Artificial Intelligence

Can Your AI Skill Pass? An 8‑Dimension Quantitative Evaluation Framework

This article introduces an eight‑dimension quantitative framework for assessing AI Skills, detailing each metric—from metadata quality to scope focus—explaining weighted scoring, demonstrating evaluations on real Skills and comparative cases, and presenting a multi‑model cross‑validation process with four execution strategies to turn subjective judgments into measurable grades.