blackbox

Delegate complex coding tasks to a multi-model agent CLI.

Updated Jun 25, 2026
One-click install
npx skills add https://github.com/Rheasilvia/hermes-desktop --skill blackbox-rheasilvia
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: blackbox
Source: https://github.com/Rheasilvia/hermes-desktop/tree/main/optional-skills/autonomous-ai-agents/blackbox
Command: npx skills add https://github.com/Rheasilvia/hermes-desktop --skill blackbox-rheasilvia

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires node.js, @blackbox_ai/blackbox-cli.

What problem does it solve?

This skill solves the challenge of managing complex coding tasks by delegating them to a multi-model AI agent that evaluates and selects the best implementation from various LLMs.

Core Features & Use Cases

  • Multi-Model Judge: Dispatches coding tasks to multiple models like Claude, Codex, and Gemini, using a judge to select the optimal output.
  • Interactive & Background Execution: Supports both real-time interactive coding sessions and long-running background tasks with process monitoring.
  • Checkpointing: Allows developers to save progress and resume complex refactoring or feature implementation tasks at any time.

Quick Start

Use the blackbox skill to add JWT authentication to the current project directory by running the terminal command with the appropriate prompt.

Frequently Asked Questions about blackbox

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

FAQPage Schema
How do I automate complex refactoring tasks using multiple AI models in the terminal?

To automate refactoring, this skill dispatches coding tasks to a multi-model agent that evaluates outputs from models like Claude, Codex, and Gemini to select the optimal implementation. It requires Node.js 20+ and the @blackbox_ai/blackbox-cli package to interface with the Blackbox AI API.

What is multi-model evaluation for code generation and how does it work?

Multi-model evaluation for code generation dispatches a single coding task to various LLMs such as Claude, Codex, and Gemini. A built-in judge mechanism then evaluates the generated outputs to automatically select the best implementation for your software project.

Can I run long-running background coding tasks and monitor the process in the terminal?

Yes, you can run long-running background coding tasks with process monitoring directly in the terminal. The skill supports both real-time interactive coding sessions and background execution for complex software development operations.

Do I need Node.js to use a multi-model coding agent for terminal-based development?

Yes, you need Node.js 20 or higher to use this multi-model coding agent. The skill relies on the @blackbox_ai/blackbox-cli package to interface with the Blackbox AI API and facilitate interactive coding sessions and background task execution.

How do I save progress and resume complex feature implementation tasks?

You can save progress and resume complex feature implementation tasks using the checkpointing feature. This allows developers to pause long-running refactoring or coding operations and resume them at any time without losing prior context.

What is the best way to select the optimal code implementation from different LLMs?

The best way to select the optimal code implementation is to use a multi-model judge that dispatches tasks to various LLMs like Claude, Codex, and Gemini. It evaluates the different outputs and automatically selects the best result for your project.