exploring-ai-failures
Pass
Audited by Gen Agent Trust Hub on Oct 31, 2026
Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
- [SAFE]: The skill does not contain any malicious patterns. It follows best practices for using PostHog's internal tools to analyze AI traces. All network activity is restricted to generating deep links to the PostHog application, and no evidence of data exfiltration, unauthorized command execution, or obfuscation was found. The skill's instructions encourage human review of generated links and use standard vendor resources.
- [INDIRECT_PROMPT_INJECTION]: The skill has a surface for processing untrusted data found in production AI traces. While inherent to the skill's purpose, this surface could be used to present malicious instructions to the agent during analysis. 1. Ingestion points: The
posthog:query-llm-tracetool fetches$ai_inputand$ai_outputcontent from theposthog.ai_eventstable into the agent's context. 2. Boundary markers: The instructions do not specify explicit delimiters or 'ignore' warnings for the trace content being read. 3. Capability inventory: Available tools include SQL execution (posthog:execute-sql), trace listing, and URL generation. 4. Sanitization: No automated sanitization of trace content is mentioned; the skill relies on the agent's ability to categorize the content for human review.
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