knowz-auto

Route natural language inputs to Knowz search, save, and amend actions.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the friction of manually managing a knowledge base by automatically routing user messages to the correct Knowz action, such as searching, saving, or amending documentation.

Core Features & Use Cases

  • Smart Intent Routing: Automatically classifies user input into query, save, or amend intents based on natural language patterns.
  • Contextual Knowledge Management: Seamlessly integrates with existing vault rules to surface conventions, workarounds, or architectural decisions.
  • Use Case: When a developer asks about an error handling convention, the skill identifies the query intent and retrieves the relevant documentation from the vault without requiring a manual search command.

Quick Start

Ask the knowz-auto skill to search for the authentication patterns in our knowledge base.

Frequently Asked Questions about knowz-auto

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

FAQPage Schema
How do I automate knowledge base search and updates using natural language?

Automating knowledge base search and updates is handled by routing natural language inputs to appropriate vault actions. The system classifies messages into query, save, or amend intents to retrieve and modify documentation without manual commands.

What is intent routing for knowledge management and how does it work?

Intent routing for knowledge management automatically classifies user messages into search, save, or amend operations. It connects to vault tools to execute the classified intent, surfacing relevant architectural decisions or conventions based on natural language patterns.

Do I need MCP tools to route queries to a knowledge vault?

Yes, MCP tools are required to route queries to a knowledge vault. The system relies on these integrations to perform authenticated vault lookups and execute updates when saving or amending documentation.

How do I save developer insights and workarounds to documentation automatically?

To save developer insights automatically, the system identifies save intents from natural language inputs and routes them to the vault. This captures workarounds and architectural decisions durably without requiring explicit save commands.

What is the best way to retrieve architectural conventions from a knowledge base?

Retrieving architectural conventions is best handled by routing natural language queries directly to the vault. The system identifies the query intent and surfaces relevant documentation based on existing vault rules and context.

Can I amend existing documentation entries through conversational inputs?

Yes, you can amend existing documentation through conversational inputs. The system detects amend intents from natural language and routes the modifications to update the appropriate entries within the knowledge vault.