project-development

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

• Third-party content exposure detected (high risk: 1.00). The skill's required workflow (SKILL.md and references/case-studies.md) and the pipeline template (scripts/pipeline_template.py) explicitly instruct acquiring public web content (e.g., "Download HN frontpage", "fetch article content via HTTP", "fetch comments via Algolia API", and "web scraping / APIs" in the acquire stage), meaning the agent will ingest untrusted, user-generated third‑party content (Hacker News comments and public webpages) and read/interpret it as part of its processing pipeline, which can materially influence LLM prompts, decisions, and downstream actions.