marketing-content-pipeline-automation

MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).

• Third-party content exposure detected (high risk: 0.85). The runtime path runContentPipeline() → researchTopic() → fetchNewsData() ingests scraped/public web article text (e.g., TechCrunch/a16z/Twitter/LinkedIn content) into researchSummaries, which is then embedded verbatim into the LLM prompt via generateContent()/buildPrompt() as Research Data: (indirect prompt injection risk from outsider-authored web content).

MEDIUM W012: Unverifiable external dependency detected (runtime URL that controls agent).

• Potentially malicious external URL detected (high risk: 0.80). The skill's crawler fetches external news content at runtime (e.g., TechCrunch: https://techcrunch.com) and injects that fetched content into the AI prompt via researchData, so remote URLs directly influence the model's instructions.