creating-coloring-books

Fail

Audited by Gen Agent Trust Hub on May 18, 2026

Risk Level: HIGHCREDENTIALS_UNSAFEDATA_EXFILTRATIONCOMMAND_EXECUTIONPROMPT_INJECTIONEXTERNAL_DOWNLOADS
Full Analysis
  • [CREDENTIALS_UNSAFE]: The file SKILL.md contains hardcoded plaintext credentials for an external media server in Phase 6. The username delorenj and password Ittr5eesol are explicitly defined within a Python code snippet intended for asset uploads to https://media.delo.sh.
  • [DATA_EXFILTRATION]: The skill instructs the agent to source environment variables from a non-standard local path: ~/.config/zshyzsh/secrets.zsh. Accessing and executing scripts that load local secret files increases the risk of credential exposure or unintended access to sensitive information.
  • [COMMAND_EXECUTION]: The workflow relies on several shell and Python commands to process data. This includes a custom Python script for image cropping in Phase 2, a standalone conversion script scripts/coloring-convert in Phase 3/4, and ImageMagick (magick) for file format conversion in Phase 6.
  • [PROMPT_INJECTION]: The skill is vulnerable to indirect prompt injection as it ingests untrusted visual data from Google Images in Phase 1 which is then processed by a sub-agent for quality assurance in Phase 5.
  • Ingestion points: Browser screenshots of external search results (Phase 1/2).
  • Boundary markers: No delimiters or safety instructions are provided to the sub-agent to ignore embedded instructions in the images.
  • Capability inventory: The skill possesses Python execution capabilities (Phase 2, 7), network upload access (Phase 6), and browser-based publishing tools (Phase 9).
  • Sanitization: No sanitization or validation of the external image content is performed before processing.
  • [EXTERNAL_DOWNLOADS]: The skill downloads generated assets from fal.ai storage after processing. These interactions with well-known technology services are documented as part of the intended pipeline functionality.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
May 18, 2026, 09:16 AM
Security Audit — agent-trust-hub — creating-coloring-books