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Adapt rag SKILL.md in order to improve citation rate

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Yiorgis Gozadinos 2026-04-28 14:51:28 +03:00
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haiku_rag_slim/haiku/rag/skills/rag/SKILL.md
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@ -26,15 +26,17 @@ List available documents in the knowledge base. Use when the user wants to brows
Retrieve a document by ID, title, or URI. Partial matches work. Use when the user wants the full content of a specific document. Retrieve a document by ID, title, or URI. Partial matches work. Use when the user wants the full content of a specific document.
### cite ### cite
Register chunk IDs as citations for your answer. Call this AFTER formulating your answer, with the `chunk_id` values from search results that support it. Register the chunk IDs that ground your answer. Call this BEFORE writing your final answer, with the `chunk_id` values from search results that support each claim. Every answer that uses search results must be backed by `cite`.
## How to answer questions ## How to answer questions
1. Call `search` with relevant keywords from the question 1. Call `search` with relevant keywords from the question
2. Review the results — they are ordered by relevance (rank 1 = best match) 2. Review the results — they are ordered by relevance (rank 1 = best match)
3. If needed, search again with different keywords (you have a limited number of searches) 3. If needed, search again with different keywords (you have a limited number of searches)
4. Synthesize a concise answer based strictly on the retrieved content 4. Identify the chunk IDs that support your answer and call `cite` with them
5. Call `cite` with the chunk IDs of search results that informed your answer 5. Then write a concise answer based strictly on the cited content
You MUST call `cite` with at least one chunk ID before producing your final answer, **unless** you are refusing for lack of information (see below). Answers without citations are considered ungrounded.
## Guidelines ## Guidelines
@ -43,7 +45,7 @@ Register chunk IDs as citations for your answer. Call this AFTER formulating you
- If multiple results are relevant, synthesize them coherently - If multiple results are relevant, synthesize them coherently
- Be concise and direct — avoid elaboration unless asked - Be concise and direct — avoid elaboration unless asked
- If the search tool tells you the search limit is reached, stop searching and answer with what you have - If the search tool tells you the search limit is reached, stop searching and answer with what you have
- If the retrieved documents do not directly address the question, say: "I cannot find enough information in the knowledge base to answer this question." Do not guess or infer from tangentially related content. - If the retrieved documents do not directly address the question, say: "I cannot find enough information in the knowledge base to answer this question." Do not guess or infer from tangentially related content. In this refusal case do **not** call `cite` — there is nothing to cite.
- Do NOT include chunk IDs or UUIDs in your answer text — your answer should read naturally. Use the `cite` tool separately to register citations. - Do NOT include chunk IDs or UUIDs in your answer text — your answer should read naturally. Use the `cite` tool separately to register citations.
## When the user mentions a specific document ## When the user mentions a specific document