blackbox

Delegate coding tasks to multiple AI models via Blackbox CLI and select the best implementation.

228|35|Updated Mar 9, 2026
One-click install
npx skills add https://github.com/kaminocorp/hermes-alpha --skill blackbox-kaminocorp
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: blackbox
Source: https://github.com/kaminocorp/hermes-alpha/tree/main/hermes-agent/optional-skills/autonomous-ai-agents/blackbox
Command: npx skills add https://github.com/kaminocorp/hermes-alpha --skill blackbox-kaminocorp

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Delegates coding tasks to a multi-model AI coding assistant that runs tasks through multiple models and selects the best result, reducing manual coding toil and evaluation time.

Core Features & Use Cases

  • Multi-model evaluation with automated judge to pick best implementation.
  • API-key required setup for Blackbox CLI; CLI integration for interactive sessions and automation.
  • Use cases: code scaffolding, algorithm implementations, code reviews, PR tasks.

Quick Start

Use this skill to delegate a coding task to the Blackbox AI CLI and obtain the best implementation from multiple models.

Frequently Asked Questions about blackbox

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

FAQPage Schema
How do I automate code generation across multiple AI models and pick the best implementation?

Automated code generation across multiple AI models uses an automated judge to evaluate and select the highest-quality implementation. This multi-model evaluation reduces manual coding toil and review time by delivering the best-performing result directly.

What is multi-model AI code review and how does it work?

Multi-model AI code review routes tasks through various models to evaluate and select the best implementation. It reduces manual evaluation time by using an automated judge to compare generated code across diverse languages and frameworks.

Do I need an API key to use the Blackbox CLI for coding tasks?

An API key is required to use the Blackbox CLI for coding tasks. You must configure this key during setup to enable interactive sessions and automate task delegation across multiple models.

Can I use this multi-model assistant for refactoring and debugging across different frameworks?

You can use this multi-model assistant for refactoring, debugging, and scaffolding across diverse languages and frameworks. The automated judge evaluates outputs to deliver the best-performing implementation for your specific coding task.

What is the best way to delegate PR tasks and algorithm implementations to an AI coding assistant?

The best way to delegate PR tasks and algorithm implementations is using a multi-model AI assistant via CLI. It routes your requests through multiple models and uses an automated judge to select the best result, reducing manual coding toil.

Why use a multi-model approach with an automated judge instead of a single AI model for code generation?

A multi-model approach with an automated judge outperforms a single AI model for code generation by evaluating multiple implementations. It eliminates manual comparison toil, ensuring you receive the best-performing code for your refactoring or debugging task.