implement-structured-outputs
Pass
Audited by Gen Agent Trust Hub on Oct 31, 2026
Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
- [INDIRECT_PROMPT_INJECTION]: The skill defines a process for handling untrusted data from LLM responses, which inherently involves an indirect prompt injection attack surface.
- Ingestion points: Processes external LLM generated content within backend service pipelines as described in SKILL.md.
- Boundary markers: Explicitly mandates the use of provider-native constrained decoding (e.g., OpenAI's strict JSON schema) to enforce structural boundaries.
- Capability inventory: The skill utilizes tools such as write_file and execute_command to perform code implementation and testing tasks.
- Sanitization: Strongly recommends a dual-layer runtime validation strategy using Zod or Pydantic to ensure all data conforms to business invariants and prevents malicious payloads from reaching sensitive logic.
- [SAFE]: The skill promotes security best practices, including the implementation of OWASP-aligned guardrails and the avoidance of dangerous patterns such as regex-based JSON extraction. All referenced libraries like Zod and Pydantic are industry-standard, reputable tools.
Audit Metadata