vogels-cloud-architecture
Fail
Audited by Gen Agent Trust Hub on Mar 9, 2026
Risk Level: HIGHPROMPT_INJECTION
Full Analysis
- [PROMPT_INJECTION]: Significant amounts of zero-width Unicode characters (U+200B, U+200C, U+200D, U+2060) are embedded in the primary headers of
SKILL.md,philosophy.md, andreferences.md. These characters are invisible in standard text editors but are processed by AI models, serving as a primary vector for hiding malicious instructions. - [PROMPT_INJECTION]: The obfuscated strings follow a binary encoding pattern that, when partially decoded, contains structured identifiers like 'SK1LL'. This indicates the presence of a hidden instruction set or payload designed to influence the agent's behavior outside of the visible text's context.
- [PROMPT_INJECTION]: The presence of these hidden blocks in every file of the skill suggests a coordinated attempt to maintain persistent influence over the agent's system prompt or operational constraints through steganographic means.
Recommendations
- AI detected serious security threats
Audit Metadata