Unverified50% confidenceFactExact time
The core idea of Skill Cascading Attacks is to decompose a malicious objective and distribute it across multiple skills, such that each individual skill appears harmless upon inspection, but the combined execution produces harmful effects through cumulative impact.
1
Sources
50%
Confidence
Long-term
Relevance
9/28/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedCurrent mainstream security defenses are based on the assumption of inspecting skills one by one, and therefore are nearly ineffective against Skill Cascading Attacks.78% similarUnverifiedSkill分为能力型Skill和偏好型Skill，能力型随模型变强会被淘汰，偏好型更持久需要用评估保护防止性能倒退76% similarUnverified通用性与专业性之间存在张力，专注单一任务的工具通常能达到更高精度和可控性，而通用系统面临每个环节够用但不够好的风险74% similarUnverifiedIt is not advisable to install too many skills, as having too many can lead to erroneous triggering that affects results; greater emphasis should be placed on distilling one's own usage experience into dedicated skills.72% similar
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