structured-output

Pass

Audited by Gen Agent Trust Hub on Sep 16, 2026

Risk Level: SAFE
Full Analysis
  • [SAFE]: The skill provides educational content and implementation patterns for structured LLM outputs. It correctly identifies security and reliability risks in AI applications, such as the lack of output validation, and provides robust solutions using Pydantic.
  • [EXTERNAL_DOWNLOADS]: The skill references well-known and trusted Python packages including openai, anthropic, instructor, pydantic, outlines, and tenacity. These references are standard for the developer use case and originate from official package registries.
  • [DATA_EXFILTRATION]: No evidence of sensitive data access or exfiltration was found. Code examples follow standard API client initialization practices using environment variables or default configurations.
  • [PROMPT_INJECTION]: The instructions in SKILL.md are focused on role-setting for a technical architect. There are no attempts to override safety filters or extract system prompts.
  • [DYNAMIC_EXECUTION]: While the skill provides code snippets, it does not instruct the agent to execute untrusted code or use dangerous functions like eval() or exec().
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 16, 2026, 06:30 PM
Security Audit — agent-trust-hub — structured-output