rag-qa-engine

name	rag-qa-engine
description	Build and evaluate a conversational QA layer over indexed enterprise knowledge with grounding, citation handling, and response quality checks.

RAG QA Engine

Use this skill to shape a grounded question-answering layer over retrieved context.

Use for

• Prompt strategy for grounded answers
• Citation inclusion and fallback behavior
• Handling ambiguous or out-of-scope questions
• Basic evaluation criteria for faithfulness and relevance
• Runtime guardrails for unsafe or low-confidence responses

Do not use for

• Infrastructure provisioning
• Bulk indexing pipeline design

Output contract

Provide:

1. Prompt and response policy
2. Citation and confidence behavior
3. Failure-mode handling rules
4. Evaluation rubric and sample test prompts
5. Short tuning backlog