instagram-research

Pass

Audited by Gen Agent Trust Hub on Feb 17, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSPROMPT_INJECTION
Full Analysis
  • [Indirect Prompt Injection] (LOW): The skill fetches and analyzes content from external Instagram accounts. Malicious actors could place instructions in Instagram captions or profile bios to influence the agent's report generation or subsequent tasks.
  • Ingestion points: Data is retrieved from the Apify API in fetch_instagram.py and saved to raw.json.
  • Boundary markers: Absent. The workflow does not suggest using delimiters (like XML tags) or specific instructions to treat the scraped content as untrusted data.
  • Capability inventory: The agent can execute local Python scripts, write files to the filesystem, and interact with the Gemini API.
  • Sanitization: While analyze_posts.py cleans text for keyword extraction, it does not sanitize the content for potential prompt injection patterns before the agent processes it for reporting.
  • [External Downloads] (LOW): The skill communicates with api.apify.com to scrape Instagram data. This is expected behavior but involves interaction with a third-party service outside the strictly trusted list.
  • [Data Exposure & Exfiltration] (SAFE): The skill accesses APIFY_TOKEN and GEMINI_API_KEY through environment variables. These credentials are used only for their intended APIs and are not transmitted elsewhere.
Audit Metadata
Risk Level
SAFE
Analyzed
Feb 17, 2026, 05:42 PM