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SkillTrustBench

Safety & securityVerifiedLast updated 2026-10-04

Security benchmark for agent skills, distilled from real skill marketplaces.

SkillTrustBench, released in June 2026 by Tencent Zhuque Lab and CUHK-Shenzhen, distilled 5,520 evaluation cases covering nine attack categories from 62,652 real skills found in mainstream skill marketplaces.

Key facts

2026 frontier5,520 evaluation cases across 9 attack categories (T01-T09) and 5 dependency layers
CredibilityNotable for scale of provenance: the cases were distilled from 62,652 real skills taken from major skill marketplaces, so it tests the threats that actually ship rather than hand-invented ones. Published June 2026 by Tencent Zhuque Lab with CUHK-Shenzhen.
VerificationVerified
SourceTencent Zhuque Lab / CUHK-Shenzhen

Markdown version (for LLMs)

FAQ

What does SkillTrustBench measure?

Security benchmark for agent skills, distilled from real skill marketplaces.

What is the 2026 frontier for SkillTrustBench?

5,520 evaluation cases across 9 attack categories (T01-T09) and 5 dependency layers

Is SkillTrustBench credible?

Notable for scale of provenance: the cases were distilled from 62,652 real skills taken from major skill marketplaces, so it tests the threats that actually ship rather than hand-invented ones. Published June 2026 by Tencent Zhuque Lab with CUHK-Shenzhen.