writing-linkedin-posts

Warn

Audited by Gen Agent Trust Hub on Feb 16, 2026

Risk Level: MEDIUMPROMPT_INJECTIONEXTERNAL_DOWNLOADS
Full Analysis
  • [Prompt Injection] (MEDIUM): The skill is vulnerable to Indirect Prompt Injection (Category 8) because it ingests untrusted external data and uses it to influence agent output.
  • Ingestion points: scripts/scrape_my_posts.py retrieves post content from the Apify API.
  • Boundary markers: Absent. The format_posts_for_analysis function uses weak --- POST N --- delimiters which are easily bypassed by embedded instructions.
  • Capability inventory: The agent uses ingested data to write new LinkedIn posts, which could be manipulated to include malicious content or exfiltration links.
  • Sanitization: Absent. No sanitization or escaping of the scraped content is performed before it is provided to the LLM.
  • [External Downloads] (LOW): The script scripts/scrape_my_posts.py makes network requests to api.apify.com using urllib.request. While required for functionality, this domain is not on the Trusted External Sources list.
  • [Credentials Unsafe] (LOW): The skill requires an APIFY_TOKEN to be stored in the user's shell environment. While this is standard practice for CLI tools, it increases the risk of credential exposure if the environment is compromised.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Feb 16, 2026, 12:55 PM