prompt-engineering

Pass

Audited by Gen Agent Trust Hub on Sep 17, 2026

Risk Level: SAFEPROMPT_INJECTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [PROMPT_INJECTION]: The skill contains instruction bypass patterns, such as "Ignore previous instructions and instead...", in the references/synthetic-data.md file. These are explicitly provided as examples of adversarial inputs for testing LLM robustness and are not instructions directed at the agent itself.
  • [INDIRECT_PROMPT_INJECTION]: The skill defines a workflow for generating synthetic test data that includes adversarial payloads and encoding tricks (zero-width characters, homoglyphs). This creates a vulnerability surface where the agent might process these generated inputs during validation steps. However, the skill provides mitigation strategies including structured data formats and safety guardrails.
  • Ingestion points: The references/synthetic-data.md file identifies placeholders and variables that accept dynamic, potentially adversarial input.
  • Boundary markers: The skill advocates for structured outputs (JSON/XML) and the use of explicit delimiters like <thinking> and <answer> tags to separate logic from content.
  • Capability inventory: The skill involves LLM evaluation and prompt validation workflows, but does not include scripts with shell execution, file system writes, or network access.
  • Sanitization: Includes specific verification steps in references/techniques.md to check for harmful instructions and personal information before generating responses.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 17, 2026, 12:41 PM
Security Audit — agent-trust-hub — prompt-engineering