creative-insight-analyzer
Deconstructs high-performing or viral videos to extract actionable creative insights from metadata and transcript.
52
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Low
Low-risk findings worth noting
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tessl review fix ./python/agents/youtube-analyst/youtube_analyst/skills/creative-insight-analyzer/SKILL.mdLow
Low-risk findings.
1 low severity finding. Worth noting, but not necessarily harmful.
W011: Third-party content exposure detected (indirect prompt injection risk).
What this means
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
Why it was flagged
Yes: the runtime workflow calls `get_video_details` and `get_video_transcript(video_id)`, which ingests a third-party YouTube video’s title/description/tags/transcript (outsider-authored free text from public web content) into the agent’s LLM context for analysis.
- Repository
- google/adk-samples
- Commit
a862ebc
- Audited
- Security analysis
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