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propose-knowledge

Propose up to five domain-specific business concepts for Stratio Governance.

4|10|Updated Feb 20, 2026
Search Tags:#mcp#governance#analyze#domain-knowledge#business-terms#knowledge-proposal
One-click install
npx skills add https://github.com/Stratio/genai-agents --skill propose-knowledge
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: propose-knowledge
Source: https://github.com/Stratio/genai-agents/tree/main/shared-skills/propose-knowledge
Command: npx skills add https://github.com/Stratio/genai-agents --skill propose-knowledge

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzing an analysis conversation and governance context, this skill surfaces domain-specific knowledge proposals (business terms, definitions and preferences) for the Stratio Governance semantic layer, enabling administrator reviews before integration. It ensures proposals are rooted in the current domain analysis and memory context, reducing manual scoping and duplication.

Core Features & Use Cases

  • Proposes domain-specific business concepts, definitions, and preferences derived from the analysis
  • Uses MEMORY.md and prior MCP context to surface mature patterns and relevant domain terms
  • Validates potential proposals against existing governance with get_tables_details and search_domain_knowledge to avoid duplicates
  • Presents proposals for approval and subsequent MCP submission, with a limit of five proposals per execution

Quick Start

Analyze the current analysis and memory context to generate up to five domain-specific knowledge proposals ready for governance review.

Frequently Asked Questions about propose-knowledge

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

FAQPage Schema
How do I propose business terms for a governance semantic layer from analysis conversations?▼

To propose business terms for a governance semantic layer, analyze the conversation and memory context to surface domain-specific concepts, SQL patterns, and visualization preferences, formatting up to five proposals for MCP submission.

How does knowledge proposal generation avoid duplicating existing domain knowledge?▼

Knowledge proposal generation avoids duplicating existing domain knowledge by verifying potential proposals against the Stratio Governance semantic layer using get_tables_details and search_domain_knowledge before formatting results for MCP submission.

Can I use conversation context and MEMORY.md to extract business knowledge for governance?▼

Yes, you can extract business knowledge for governance by analyzing MEMORY.md and prior MCP calls to surface mature domain patterns, business concepts, and definitions, capped at five proposals per execution for administrator review.

What is the best way to capture SQL patterns for a semantic layer governance review?▼

The best way to capture SQL patterns for a semantic layer governance review is to analyze the current domain context and prior MCP calls, surfacing discovered patterns as proposals validated against existing domain knowledge before submission.

Are there limits to how many domain knowledge proposals I can generate per execution?▼

Yes, domain knowledge proposals are capped at a limit of five proposals per execution, ensuring discovered business concepts, definitions, and preferences are reviewed by administrators before integration into the semantic layer.

Why does my governance knowledge proposal require administrator review before integration?▼

Governance knowledge proposals require administrator review before integration to ensure the discovered business concepts, definitions, and preferences derived from analysis context are validated and do not duplicate existing semantic layer domain knowledge.

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