blog-psquared

Warn

Audited by Gen Agent Trust Hub on Oct 7, 2026

Risk Level: MEDIUMDATA_EXFILTRATIONCOMMAND_EXECUTIONDYNAMIC_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [DATA_EXFILTRATION]: The skill accesses sensitive credentials from a hardcoded absolute local file path (/Users/martinpammesberger/.agents/config/blog-credentials.env). While intended for configuration, hardcoded user-specific paths are a data exposure risk.
  • [COMMAND_EXECUTION]: The skill executes multiple shell commands, including curl for database queries and python3 for data serialization, which interact with the local filesystem and external network endpoints.
  • [DYNAMIC_EXECUTION]: The skill utilizes python3 -c to execute a script generated at runtime. This script interpolates LLM-generated content (titles, excerpts, and full article bodies) directly into the Python code. If the content, which is derived from external web sources, contains characters that escape the Python string delimiters, it could lead to unintended code execution.
  • [INDIRECT_PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection due to its processing of untrusted data.
  • Ingestion points: The skill performs web searches for latest AI trends (Step 2) and uses this data to write full articles.
  • Boundary markers: There are no explicit boundary markers or instructions telling the agent to treat the searched data as untrusted or to ignore embedded instructions.
  • Capability inventory: The skill possesses significant capabilities, including reading local files (source .env), executing shell commands (curl, python3), and writing to an external database via API.
  • Sanitization: No sanitization or validation of the web search content is performed before it is used to generate the final blog posts and JSON payloads.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Oct 7, 2026, 06:39 AM