knowz-ask

Retrieve and synthesize information from Knowz knowledge vaults via MCP server.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill eliminates the friction of searching through disparate documentation and tribal knowledge by providing a unified interface to query your team's Knowz vaults directly within your AI workflow.

Core Features & Use Cases

  • Context-Aware Retrieval: Automatically routes questions to the most relevant vaults based on defined query rules.
  • Multi-Vault Synthesis: Aggregates information from multiple sources to provide comprehensive answers, highlighting potential conflicts or agreements.
  • Use Case: When a developer asks about architectural decisions or team conventions, the skill retrieves the latest documented patterns from the vault to ensure the AI's response is grounded in team-approved knowledge.

Quick Start

Ask the knowz-ask skill to explain the current authentication patterns by querying the relevant team vaults.

Frequently Asked Questions about knowz-ask

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

FAQPage Schema
How do I query my team's knowledge base for architectural decisions?

Query your team's knowledge base by asking natural language questions to retrieve and synthesize documented architectural patterns and technical conventions directly from Knowz vaults. The system routes your query to relevant vaults and performs parallel lookups for comprehensive context.

How does multi-vault knowledge retrieval work for technical documentation?

Multi-vault retrieval aggregates information from multiple knowledge sources by routing queries based on metadata rules and performing parallel lookups. It synthesizes the results to provide comprehensive answers, highlighting potential conflicts or agreements between different vaults.

Do I need the Knowz MCP server to search team documentation?

Yes, you need integration with the Knowz MCP server to access and parse stored knowledge items. This connection allows the system to route your questions to specific vaults and retrieve the latest documented patterns for your technical queries.

What is the best way to search across disparate tribal knowledge and documentation?

The best way to search disparate tribal knowledge is using a unified interface that queries your team's Knowz vaults directly within your AI workflow. This eliminates friction by automatically routing questions to the most relevant vaults based on defined query rules.

Can I use context-aware retrieval to find specific team conventions?

Yes, context-aware retrieval automatically routes questions to the most relevant vaults based on defined query rules to find specific team conventions. This ensures your AI's response is grounded in team-approved knowledge and the latest documented patterns.