ruvector-conventions

Define MCP schema and naming conventions for ruvector vector memory workflows.

Updated Jan 10, 2026
One-click install
npx skills add https://github.com/KingInYellows/yellow-plugins --skill ruvector-conventions
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ruvector-conventions
Source: https://github.com/KingInYellows/yellow-plugins/tree/main/plugins/yellow-ruvector/skills/ruvector-conventions
Command: npx skills add https://github.com/KingInYellows/yellow-plugins --skill ruvector-conventions

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Reference patterns and conventions for ruvector vector memory workflows. This ensures commands and agents share a common context and behavior, reducing misconfigurations.

Core Features & Use Cases

  • Standardized MCP tool naming and memory workflow conventions to ensure predictable tool invocation.
  • Defined MCP schemas, memory recall/remember patterns, and queue formats for consistent context management.
  • Clear guidance on tool discovery (ToolSearch) and naming patterns such as mcp__plugin_yellow-ruvector_ruvector__<tool_name>.

Quick Start

Review the ruvector conventions and apply the standard MCP naming and schema guidelines to your commands and agents.

Frequently Asked Questions about ruvector-conventions

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

FAQPage Schema
How do I standardize MCP tool naming for vector memory workflows?

Standardize MCP tool naming for vector memory workflows by applying conventions like mcp__plugin_yellow-ruvector_ruvector__<tool_name> to ensure predictable agent invocation and reduce misconfigurations across projects.

What are the standard memory entry shapes for ruvector schemas?

Standard memory entry shapes for ruvector schemas define consistent recall and remember patterns, ensuring commands and agents share common context management and predictable queue formats.

When do I need reference conventions for MCP vector memory tools?

You need reference conventions for MCP vector memory tools when commands and agents lack standardized behavior, causing inconsistent tool invocation, memory usage, and error handling across different projects.

How do I apply hook patterns and shell integration constraints in ruvector?

Apply accepted hook patterns and shell integration constraints in ruvector by reviewing the reference conventions and enforcing robust, production-grade tool discovery and error handling guidelines.

What is the best way to ensure consistent context management across MCP agents?

The best way to ensure consistent context management across MCP agents is to implement defined schemas, memory recall patterns, and queue formats that standardize tool discovery and naming.

Why does MCP tool discovery fail without standardized naming patterns?

MCP tool discovery fails without standardized naming patterns because commands and agents lack a common context, leading to misconfigurations and unpredictable vector memory tool behavior during invocation.