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HyunjunJeon
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kb-search

Retrieve internal knowledge base information with BM25 ranking and references.

1|Updated Nov 23, 2025
Search Tags:#guidance#patterns#retrieval#references#step-by-step#knowledge-base#kb-search
One-click install
npx skills add https://github.com/HyunjunJeon/AX-Advanced-Tutorial --skill kb-search
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: kb-search
Source: https://github.com/HyunjunJeon/AX-Advanced-Tutorial/tree/main/Day-03/skills/kb-search
Command: npx skills add https://github.com/HyunjunJeon/AX-Advanced-Tutorial --skill kb-search

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides structured procedures and patterns for effective internal knowledge base retrieval and step-by-step guidance answers, ensuring clarity and traceability.

Core Features & Use Cases

  • Structured Retrieval: Prioritize precise, reproducible steps and concise summaries.
  • References & Justifications: Include sources and short rationales for each step.
  • Localization: Provide numbered procedures in Korean when required.

Quick Start

Provide a three-step, Korean-language procedure for resolving a user access issue from the internal knowledge base.

Frequently Asked Questions about kb-search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I retrieve specific information from an internal knowledge base efficiently?▼

Knowledge base retrieval uses BM25 ranking to surface the most relevant documents from your enterprise KB, technical documentation, or policies. This Skill automates precise retrieval and returns up to three ranked results with step-by-step guidance and source references, eliminating manual searching through large document collections.

Can I get step-by-step procedures with references when querying my knowledge base?▼

Yes. This Skill generates reproducible, numbered procedures paired with brief justifications and source citations. Each answer traces back to specific KB articles, ensuring you can verify guidance and audit the origin of procedural steps.

What should I do when a knowledge base query is ambiguous or unclear?▼

The Skill detects ambiguous queries and generates clarifying questions to narrow intent before returning results. This prevents returning irrelevant procedures and ensures the guidance you receive matches your actual problem.

Does this work with enterprise knowledge bases and technical documentation at scale?▼

Yes. This Skill is designed for enterprise knowledge bases, technical documentation, corporate policies, and training materials. BM25 ranking scales efficiently across large document collections to return the most relevant guidance without performance degradation.

Can I get guidance in Korean from my knowledge base?▼

Yes. The Skill supports localization and produces numbered procedures in Korean when requested, making it suitable for multilingual teams or knowledge bases containing Korean-language documentation.

How does this approach differ from manual knowledge base searching?▼

Manual searching requires browsing multiple documents and assembling steps yourself. This Skill automates retrieval with BM25 ranking, bundles results with justifications and references, and handles ambiguous queries—delivering structured, traceable answers in seconds.

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