Unverified50% confidenceOpinionExact time
The skill itself is prose (Markdown files), and the quality of its output depends on the model running it and the specific system conditions; the article's author did not conduct real threat model testing, and the sample size is zero.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe article proposes that Skills should be designed according to test workflows, and that the value of a Skill lies not in quantity but in whether it covers a complete workflow closed loop.75% similarUnverifiedThe sample results and performance descriptions of the tool are provided solely by the author, lacking third-party benchmark tests or independent verification.72% similarVerified跑分榜单衡量的是模型考试能力而非解决真实问题的能力72% similarVerifiedGoodhart's Law states that when a metric becomes a target in itself it is no longer a good metric, and introducing test sets into training data causes a model's exam scores to decouple from its true capabilities70% similarUnverifiedFoundation model evaluations should include simple non-learning control checks (such as handcrafted features); if a model cannot even outperform handcrafted features, its claim to have learned useful representations is untenable.68% similar
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