knowz-search

Perform semantic searches across distributed Knowz knowledge vaults via MCP tool calls.

1|Updated Mar 14, 2026
One-click install
npx skills add https://github.com/knowz-io/knowz-skills --skill knowz-search
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: knowz-search
Source: https://github.com/knowz-io/knowz-skills/tree/main/plugins/knowz/skills/knowz-search
Command: npx skills add https://github.com/knowz-io/knowz-skills --skill knowz-search

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the problem of fragmented information by providing a unified, semantic search interface across all your team's Knowz knowledge vaults.

Core Features & Use Cases

  • Semantic Discovery: Finds relevant context based on meaning rather than just keyword matching.
  • Multi-Vault Routing: Automatically queries the most relevant vaults to provide comprehensive answers.
  • Use Case: When a developer needs to find the specific error handling conventions for a project, they can use this skill to search across all documentation vaults to retrieve the exact pattern without manual browsing.

Quick Start

Use the knowz-search skill to find all documentation related to our current authentication patterns.

Frequently Asked Questions about knowz-search

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

FAQPage Schema
How do I do semantic search across multiple documentation vaults?

Semantic search across multiple documentation vaults is performed by routing parallel MCP-based queries to retrieve relevant context based on meaning rather than exact keyword matching. This automatically synthesizes results from distributed knowledge sources.

What is the best way to find architectural decisions and prior art in engineering workflows?

The best way to find architectural decisions and prior art in engineering workflows is to use semantic discovery over distributed knowledge vaults. This surfaces relevant project context and conventions without requiring manual browsing of individual documents.

Can I use this semantic search to find specific error handling conventions for a project?

Yes, you can use this semantic search to find specific error handling conventions for a project. It targets engineering workflows by querying relevant vaults to retrieve exact patterns and documentation fragments instantly.

How does multi-vault routing work for retrieving team knowledge?

Multi-vault routing for retrieving team knowledge works by automatically querying the most relevant distributed knowledge vaults in parallel. It utilizes MCP-based tool calls to execute queries and synthesize comprehensive answers from multiple data sources.

Does this search approach work without setting up the MCP environment?

No, this search approach does not work without setting up the MCP environment. It utilizes MCP-based tool calls to execute parallel queries and synthesize results, requiring this protocol to interface with the distributed knowledge vaults.