llm-hallucination-testing

Pass

Audited by Gen Agent Trust Hub on Oct 14, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONCOMMAND_EXECUTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill inherently processes untrusted data as it is designed to analyze claims and sources for potential hallucinations.
  • Ingestion points: The skill instructions in prompts/llm-hallucination-testing.md and SKILL.md direct the agent to ingest 'LLM hallucination material' and 'available evidence'.
  • Boundary markers: The skill mitigates risks by requiring a structured 'Input Audit' to record assumptions and missing material, and by separating facts, inferences, and human decisions in the output.
  • Capability inventory: The skill does not include instructions for writing to the file system or performing network operations based on the ingested data.
  • Sanitization: The skill enforces the use of specific enums (e.g., SUPPORTED, CONTRADICTED, UNASSESSABLE) for claim validation, reducing the likelihood of the agent following instructions embedded in the analyzed data.
  • [COMMAND_EXECUTION]: The skill package includes an evaluation script evals/fixtures/check-domain-decisions.sh which executes a local Python script check_domain_decisions.py to validate test results.
  • This execution is limited to the skill's internal evaluation fixtures and is used to verify that the agent's markdown output matches expected data fixtures.
  • The Python script uses standard libraries and does not perform network operations or access sensitive system paths.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 14, 2026, 01:44 AM