knowledgebase-search

Retrieves indexed knowledgebase documents with BM25 and keyword fallback for answering questions.

1|Updated Jan 23, 2026
One-click install
npx skills add https://github.com/VibeTechnologies/VibeTeam --skill knowledgebase-search
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: knowledgebase-search
Source: https://github.com/VibeTechnologies/VibeTeam/tree/main/agents/ProductManager/skills/knowledgebase-search
Command: npx skills add https://github.com/VibeTechnologies/VibeTeam --skill knowledgebase-search

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quickly locate relevant knowledgebase content to inform responses, reducing reliance on memory and ensuring accuracy.

Core Features & Use Cases

  • Indexed retrieval: Uses BM25 with a keyword fallback to locate relevant KB documents.
  • Evidence-backed answers: Open and cite the most relevant KB passages to support responses.
  • Knowledgebase maintenance: Rebuild the index after KB updates to keep results current.

Quick Start

Ask a knowledge-domain question and receive the most relevant KB passages with evidence.

Frequently Asked Questions about knowledgebase-search

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

FAQPage Schema
How do I search internal procedures and policies to find evidence before answering?

To search internal procedures, this Skill uses BM25 retrieval with a keyword fallback to locate relevant knowledgebase documents, surfacing the most accurate passages as evidence before you answer.

What is the best way to retrieve content from a knowledgebase stored under agents/shared/knowledgebase?

The best way to retrieve knowledgebase content from agents/shared/knowledgebase is using indexed BM25 search with a keyword fallback, which locates relevant domain docs and runbooks to support your responses.

Do I need to reindex the knowledgebase after updating internal runbooks?

Yes, you need to reindex the knowledgebase after updating internal runbooks. The Skill can trigger a reindexing process to ensure the BM25 search index reflects your most current document changes.

Can I read the full content of a document after finding it in a knowledgebase search?

Yes, you can read the full content of a document after a knowledgebase search. The Skill supports full-file reads via get_doc_content, allowing you to open and cite the complete relevant passages.

How does BM25 retrieval with keyword fallback work for domain docs?

BM25 retrieval ranks domain docs by term frequency and relevance, while the keyword fallback ensures search results are still returned when the primary indexed search method yields no matches.

Why should I search a knowledgebase instead of answering from memory for internal procedures?

You should search a knowledgebase instead of answering from memory to reduce reliance on recall and ensure accuracy. Locating relevant content first provides evidence-backed responses for internal procedures and policies.