What happens if the Ruvector server is not running?

The skill includes graceful degradation patterns, such as falling back to keyword searching via Grep if the vector database is unavailable.

Can I invoke this skill directly?

No, this skill is not user-invokable. It is designed to be loaded by other commands and agents to provide shared context and consistent behavior for vector memory operations.

How does it handle security and input?

It implements strict input validation, including character limits, HTML stripping, and path canonicalization to prevent prompt injection and shell escapes.

What is the Ruvector Conventions skill?

It is a specialized reference skill that provides standardized patterns, tool schemas, and validation rules for using the Ruvector vector memory plugin within Claude Code.

How does it categorize stored memories?

It uses specific types: 'context' for mistakes and fixes, 'decision' for successful patterns, 'project' for session summaries, and 'code' for implementation notes.

Ruvector Memory Conventions

Name: Ruvector Memory Conventions
Author: KingInYellows

byKingInYellows

0•

数据科学与机器学习

Standardizes vector memory workflows and MCP tool interactions for persistent codebase intelligence and context management.

The Ruvector Conventions skill provides a comprehensive framework for managing vector-based memory within Claude Code. It establishes standardized patterns for MCP tool naming, data schemas, and memory shapes, categorizing information into specific types like architectural decisions, bug-fix contexts, and project summaries. By enforcing consistent validation rules and graceful degradation protocols, it ensures that Claude can reliably store and recall critical project knowledge across different sessions and environments, even when the underlying vector server is unavailable.

主要功能

01Automated hook architecture for session-start and post-command tracking

020 GitHub stars

03Structured memory categories for Context, Decisions, and Project summaries

04Standardized MCP tool naming and schema definitions for vector operations

05Robust input validation and shell-injection mitigation for memory storage

06Graceful degradation patterns that fall back to standard grep search

使用场景

01Standardizing how multiple Claude agents interact with a shared vector store

02Implementing automated codebase indexing with consistent metadata and validation

03Maintaining a persistent 'lesson learned' log to prevent recurring bugs in a codebase

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add kinginyellows/yellow-plugins ruvector-conventions

For use in Claude.ai and ChatGPT

Download Skill