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blackbox

Delegates coding tasks to Blackbox AI CLI for automated multi-model selection.

Updated Apr 26, 2026
Search Tags:#automation#interactive#multi-model#coding-agent#judge#ai-cli#blackbox
One-click install
npx skills add https://github.com/dawsonblock/HERMY --skill blackbox-dawsonblock
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: blackbox
Source: https://github.com/dawsonblock/HERMY/tree/main/hermes-agent-2026.4.23/optional-skills/autonomous-ai-agents/blackbox
Command: npx skills add https://github.com/dawsonblock/HERMY --skill blackbox-dawsonblock

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Delegate coding tasks to Blackbox AI CLI to orchestrate multi-model coding and automatic result selection, helping developers accelerate tasks with minimal manual evaluation.

Core Features & Use Cases

  • Multi-model coding agent CLI dispatches tasks to Claude, Codex, Gemini, and Blackbox Pro, with a built-in judge to select the best result.
  • Supports interactive sessions, non-interactive one-shots, checkpointing, MCP, and vision model switching for flexible workflows.
  • Useful for code generation, debugging, reviews, refactoring, and exploratory coding across projects.

Quick Start

Install the Blackbox CLI, set your API key with the configure command, and run a sample task using the prompt-based interface.

Frequently Asked Questions about blackbox

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

FAQPage Schema
How does multi-model coding with an AI judge work for automated code generation?▼

Multi-model coding dispatches tasks to models like Claude, Codex, Gemini, and Blackbox Pro, using a built-in judge to automatically select the best result for code generation and debugging.

What do I need to set up before running batch coding tasks with a multi-model agent?▼

Running batch coding tasks requires installing the Blackbox CLI, configuring a valid API key, and ensuring a supported environment to execute interactive or non-interactive one-shot code generation workflows.

Can I use a multi-model coding agent for automated code reviews and refactoring?▼

Yes, you can delegate code reviews and refactoring to the multi-model agent, which orchestrates tasks across multiple AI models and uses a judge to select the highest quality output.

Does the multi-model coding CLI support interactive sessions and vision model switching?▼

The multi-model coding CLI supports interactive sessions, checkpointing, MCP, and vision model switching, allowing flexible workflows for exploratory coding and automated result selection.

What is the best way to automate debugging across multiple AI models?▼

Automate debugging by delegating tasks to the multi-model coding CLI, which dispatches prompts to various AI models and uses a built-in judge to automatically select the most accurate debugging fix.

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