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.