Catch fabricated RAG citations before they reach the user: a zero-token verbatim gate + a burden-of-proof judge, framework-agnostic.

agent-skills ai-agents ai-safety citations claude-code claude-skills faithfulness grounding guardrails hallucination hallucination-detection llm llm-evaluation llmops nlp python rag rag-evaluation retrieval-augmented-generation trustworthy-ai
4 Open Issues Need Help Last updated: Sep 22, 2026

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enhancement help wanted accepted

Catch fabricated RAG citations before they reach the user: a zero-token verbatim gate + a burden-of-proof judge, framework-agnostic.

Python
#agent-skills#ai-agents#ai-safety#citations#claude-code#claude-skills#faithfulness#grounding#guardrails#hallucination#hallucination-detection#llm#llm-evaluation#llmops#nlp#python#rag#rag-evaluation#retrieval-augmented-generation#trustworthy-ai
enhancement help wanted good first issue accepted

Catch fabricated RAG citations before they reach the user: a zero-token verbatim gate + a burden-of-proof judge, framework-agnostic.

Python
#agent-skills#ai-agents#ai-safety#citations#claude-code#claude-skills#faithfulness#grounding#guardrails#hallucination#hallucination-detection#llm#llm-evaluation#llmops#nlp#python#rag#rag-evaluation#retrieval-augmented-generation#trustworthy-ai

Catch fabricated RAG citations before they reach the user: a zero-token verbatim gate + a burden-of-proof judge, framework-agnostic.

Python
#agent-skills#ai-agents#ai-safety#citations#claude-code#claude-skills#faithfulness#grounding#guardrails#hallucination#hallucination-detection#llm#llm-evaluation#llmops#nlp#python#rag#rag-evaluation#retrieval-augmented-generation#trustworthy-ai

Catch fabricated RAG citations before they reach the user: a zero-token verbatim gate + a burden-of-proof judge, framework-agnostic.

Python
#agent-skills#ai-agents#ai-safety#citations#claude-code#claude-skills#faithfulness#grounding#guardrails#hallucination#hallucination-detection#llm#llm-evaluation#llmops#nlp#python#rag#rag-evaluation#retrieval-augmented-generation#trustworthy-ai