blackbox

Delegates coding tasks to the Blackbox AI CLI agent with multi-model execution and judging.

Updated Mar 12, 2026
One-click install
npx skills add https://github.com/GarrettRoi/open-manus --skill blackbox-garrettroi
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: blackbox
Source: https://github.com/GarrettRoi/open-manus/tree/main/optional-skills/autonomous-ai-agents/blackbox
Command: npx skills add https://github.com/GarrettRoi/open-manus --skill blackbox-garrettroi

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates complex coding tasks by delegating them to specialized AI agents, leveraging multiple LLMs and a judge to ensure the best possible outcome.

Core Features & Use Cases

  • Task Delegation: Offload coding challenges like refactoring, bug fixing, and API development to AI.
  • Multi-Model Execution: Utilizes multiple LLMs (Claude, Codex, Gemini, etc.) and a judge to select the optimal solution.
  • Use Case: Delegate the task of "Refactor the auth module to use OAuth 2.0" to the Blackbox agent, allowing it to handle the complex implementation details.

Quick Start

Delegate the coding task to add JWT authentication with refresh tokens to the Express API.

Frequently Asked Questions about blackbox

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

FAQPage Schema
How do I delegate coding tasks to multiple AI models?

To delegate coding tasks to multiple AI models, you offload instructions like refactoring or API development to a multi-model system. The agent executes tasks across LLMs like Claude, Codex, and Gemini, then uses an integrated judge to select the optimal solution.

Can I use AI to refactor an auth module to use OAuth 2.0?

Yes, you can use AI to refactor an auth module to use OAuth 2.0. You delegate the complex implementation details of the authentication update to the agent, which handles the multi-model execution and judges the best generated code.

Do I need a specific API key to automate code generation with an AI agent?

Yes, you need a specific API key to automate code generation. Operating the agent requires the blackbox CLI installed and a dedicated Blackbox AI API key to authenticate the multi-model requests and judge evaluations.

What is the best way to add JWT authentication with refresh tokens to an Express API?

The best way to add JWT authentication with refresh tokens to an Express API is delegating the task to an AI agent. The multi-model system generates multiple implementation approaches and uses a judge to deliver the optimal coding result.

How does the integrated judge in a multi-model coding agent work?

The integrated judge in a multi-model coding agent works by evaluating the results from multiple LLMs. After the system executes a task across different models, the judge compares the generated outputs to automatically select and return the best possible solution.

Are there limitations to offloading bug fixing to an AI agent?

Limitations to offloading bug fixing to an AI agent include the dependency on external infrastructure. You must maintain the blackbox CLI and a valid API key, and complex debugging may require manual review of the judged output to ensure logical accuracy.