minimax-hyperdims

Generate hyperdimensional embeddings and route them through the BoTZ gateway.

6|Updated Aug 26, 2025
One-click install
npx skills add https://github.com/POWERFULMOVES/PMOVES.AI --skill minimax-hyperdims
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: minimax-hyperdims
Source: https://github.com/POWERFULMOVES/PMOVES.AI/tree/main/.kilocode/skills/minimax-hyperdims
Command: npx skills add https://github.com/POWERFULMOVES/PMOVES.AI --skill minimax-hyperdims

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

High-dimensional tensor computations and complex orchestration across MiniMax/BoTZ/Hi-RAG can be cumbersome; this skill provides a cohesive framework to perform hyperdimensional operations with routing and observability.

Core Features & Use Cases

  • High-dimensional vector operations and embeddings generation for large state spaces.
  • BoTZ gateway auto-routing to operational components.
  • TensorZero observability for cross-workflow metrics and tracing.
  • Hi-RAG v2 integration for GPU-accelerated routing and retrieval.
  • Coordinated workflow across MiniMax, BoTZ, and Archon orchestrations.

Quick Start

Instruct the agent to initialize a hyperdimensional embedding and route it through the BoTZ gateway for end-to-end execution.

Frequently Asked Questions about minimax-hyperdims

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

FAQPage Schema
How do I route high-dimensional tensor operations through a gateway for embeddings?▼

High-dimensional tensor operations route through the BoTZ gateway, which auto-routes tasks to operational components for embedding generation and execution. This skill coordinates that workflow across the MiniMax and TensorZero ecosystems.

What is hyperdimensional routing and when do I need it for tensor workflows?▼

Hyperdimensional routing orchestrates complex vector operations across large state spaces using the BoTZ gateway. You need it when performing high-dimensional embeddings generation and cross-workflow tracing within MiniMax, BoTZ, and Hi-RAG v2 integrations.

How do I set up hyperdimensional embeddings with MiniMax and TensorZero observability?▼

Initialize a hyperdimensional embedding and instruct the agent to route it through the BoTZ gateway. This enables TensorZero observability for cross-workflow metrics and tracing, integrating with MiniMax M2.7 and Hi-RAG v2 for GPU-accelerated retrieval.

Can I use Hi-RAG v2 with MiniMax M2.7 for GPU-accelerated routing?▼

Hi-RAG v2 integrates with MiniMax M2.7 to provide GPU-accelerated routing and retrieval for hyperdimensional tensor operations. This skill satisfies that integration, coordinating the workflow across BoTZ gateway and Archon orchestrations.

What's the best way to monitor cross-workflow metrics for high-dimensional tensor tasks?▼

TensorZero observability monitors cross-workflow metrics and tracing for high-dimensional tensor tasks. This skill applies it across embedding generation, BoTZ gateway routing, and operational component execution within the MiniMax ecosystem.

Do I need Archon orchestrations to coordinate workflows across MiniMax and BoTZ?▼

Archon orchestrations coordinate workflows across MiniMax, BoTZ, and hyperdimensional operations. This skill provides the cohesive framework to perform those coordinated tasks, including routing and observability, without cumbersome manual orchestration.