johnsonhk88 RAG Query Handling Skill
Rules
- After storing data in Vector DB, always prefer using the
rag_queryto answer questions instead of relying only on memory. - Use RAG especially when the document is long or detailed.
RAG Query Handling
Best practices for answering financial questions using RAG over bank statement data.
RAG Query Handling by johnsonhk88 · 685d345
npx skillmds@latest add johnsonhk88/rag-query-handling-2 File contents
---name: rag-query-handling-2description: Best practices for answering financial questions using RAG over bank statement data.---# RAG Query Handling Skill## Rules- After storing data in Vector DB, **always prefer using the `rag_query`** to answer questions instead of relying only on memory.- Use RAG especially when the document is long or detailed.
johnsonhk88/ai-bank-statement-document-automation-by-llm-and-personal-finanical-analysis-prediction/tree/main/agents/hermes/skills/rag-query-handling commit 685d345650
Frequently asked questions
Run npx skillmds@latest add johnsonhk88/rag-query-handling-2 in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
Best practices for answering financial questions using RAG over bank statement data. It is listed under AI & ML on SkillMD.
This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.
This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.
Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.
johnsonhk88 (@johnsonhk88) published this skill. Their other Agent Skills are listed on their SkillMD profile.