user-level-detect — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited user-level-detect (Agent Skill) and scored it 96/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 1 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 1 flagged
The text {match} tells the agent to skip the normal "ask the user first" gate. Used adversarially it removes the human-in-the-loop check before destructive or sensitive actions, turning a normally-gated agent into a fire-and-forget executor.
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
::GENE{user-level-detect|conf:confirmed|scope:global} T:detect_from_first_3_messages T:default_to_beginner T:zero_jargon_for_beginners T:full_technical_for_advanced A:over_explain⇒confuse A:assume_knowledge⇒alienate
::ACTIVATE{user-level-detect} ON:session_start
::EXAMPLE{ beginner: "帮我做一个网站" ⇒ zero jargon, metaphors, no code in chat intermediate: "用React做" ⇒ light technical, brief explanations advanced: "Go写gRPC服务" ⇒ full technical, skip explanations }
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~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.