aris-autonomous-ml-research
Warn
Audited by Socket on May 16, 2026
1 alert found:
AnomalyAnomalySKILL.md
LOWAnomalyLOW
SKILL.md
SUSPICIOUS: the skill’s core capabilities broadly match autonomous ML research, but its footprint is expansive for an agent skill: it executes code, clones and modifies repositories, routes sensitive prompts and multiple API keys to model providers, and permits custom proxy/base URLs. The main inconsistency is publisher attribution (ara.so) versus install source (wanshuiyin repo), plus added transitive trust through Oracle MCP. Not confirmed malware, but medium-high security risk due to autonomy, external-content processing with exec/write permissions, and flexible credential/data routing.
Confidence: 84%Severity: 69%
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