skills/lebsral/dspy-programming-not-prompting-lms-skills/ai-stopping-hallucinations/Gen Agent Trust Hub
ai-stopping-hallucinations
Pass
Audited by Gen Agent Trust Hub on May 6, 2026
Risk Level: SAFE
Full Analysis
- [PROMPT_INJECTION]: The skill is designed to process untrusted external data (transcripts, help documents), which represents a surface for indirect prompt injection. However, the skill specifically implements defenses against this by enforcing citations and faithfulness verification.
- Ingestion points:
SKILL.mdandexamples.mdcontain utility functions (load_vtt,load_livekit_transcript) to load external data from files into the model context. - Boundary markers: The skill advocates for chunking source documents into numbered passages (e.g., [1], [2]) to provide clear reference points and enable verification.
- Capability inventory: The implementation leverages the DSPy framework for retrieval, prediction, and self-correction via assertion logic.
- Sanitization: The modules use
dspy.Assertanddspy.Suggestto programmatically reject or flag claims that are not explicitly supported by the provided context.
Audit Metadata