blackbox

Delegate coding tasks to the Blackbox AI CLI with multi-model judging.

6|2|Updated Mar 19, 2026
One-click install
npx skills add https://github.com/GregsGreyCode/Logos --skill blackbox-gregsgreycode
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: blackbox
Source: https://github.com/GregsGreyCode/Logos/tree/main/optional-skills/autonomous-ai-agents/blackbox
Command: npx skills add https://github.com/GregsGreyCode/Logos --skill blackbox-gregsgreycode

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Delegates coding tasks to Blackbox AI CLI, enabling multi-model evaluation and automated selection of the best implementation.

Core Features & Use Cases

  • Multi-model code generation and judging across Claude, Codex, Gemini, and Blackbox Pro with a built-in judge that selects the best result.
  • Interactive sessions, non-interactive one-shots, checkpointing, MCP, and vision model switching for flexible workflows.
  • Easy prerequisites and setup: install the Blackbox CLI and configure an API key to start executing tasks.

Quick Start

Install the Blackbox CLI, configure your API key with blackbox configure, and run a sample task with a single prompt to see multiple model outputs.

Frequently Asked Questions about blackbox

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

FAQPage Schema
How do I compare multiple AI models for code generation?

To compare multiple AI models for code generation, you can delegate your coding task to a multi-model agent that generates outputs across Claude, Codex, Gemini, and Blackbox Pro, using a built-in judge to automatically select the best implementation.

How do I set up the Blackbox CLI for automated code review?

Setting up the Blackbox CLI for automated code review requires installing the CLI tool and configuring your API key using the 'blackbox configure' command, which enables multi-model evaluation and automated selection of the best implementation for your coding tasks.

Can I use interactive sessions and checkpoints when generating code with multiple models?

Yes, you can use interactive sessions, non-interactive one-shots, and checkpointing when generating code with multiple models, allowing for flexible workflows that support pausing, resuming, and switching between vision models during development.

Do I need an API key to run multi-model code generation across Claude and Gemini?

Yes, you need an API key configured to run multi-model code generation across Claude and Gemini. The Blackbox CLI requires this setup to execute tasks, evaluate outputs across different models, and select the best result.

What is the best way to automate rapid prototyping across different AI coding models?

The best way to automate rapid prototyping across different AI coding models is to delegate tasks to a CLI agent that generates implementations across multiple models simultaneously and applies a built-in judge to select the highest quality output.

Why use a multi-model agent instead of a single AI model for software development workflows?

Using a multi-model agent instead of a single AI model for software development workflows provides automated evaluation and selection of the best implementation, ensuring higher quality code by comparing outputs across Claude, Codex, Gemini, and Blackbox Pro.