blackbox

Delegate coding tasks to the Blackbox AI CLI for implementation, bug fixes, and PR reviews.

Updated Apr 12, 2026
One-click install
npx skills add https://github.com/thisismynewfmail-ui/Monika-agent --skill blackbox-thisismynewfmail-ui
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: blackbox
Source: https://github.com/thisismynewfmail-ui/Monika-agent/tree/main/optional-skills/autonomous-ai-agents/blackbox
Command: npx skills add https://github.com/thisismynewfmail-ui/Monika-agent --skill blackbox-thisismynewfmail-ui

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Manually writing, debugging, or reviewing code can be time‑consuming, especially when choosing the best output from multiple LLMs.

Core Features & Use Cases

  • Multi‑model delegation: Sends a coding prompt to several LLM providers and automatically selects the highest‑quality result.
  • Background execution: Runs long‑running tasks in the background with progress monitoring and checkpoint resume.
  • PR review & parallel work: Installs temporary repos to review pull requests or launch multiple independent coding jobs simultaneously. Typical use case: A developer asks Monika to implement a new authentication layer, fix a bug, or review a pull request, and receives a polished code change without manual model comparison.

Quick Start

Tell Monika to run: blackbox --prompt "Add JWT authentication to the Express API" in your project directory.

Frequently Asked Questions about blackbox

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

FAQPage Schema
How do I automate code review for a pull request using an AI CLI?▼

To automate code review, you can delegate the task to the Blackbox AI CLI, which installs temporary repositories to review pull requests and deliver polished code changes. It runs in the background with progress monitoring and checkpoint resume.

Can I use multiple LLMs to implement a new feature and automatically select the best result?▼

Yes, multi-model delegation sends your coding prompt to several LLM providers and automatically selects the highest-quality result. This allows you to implement features without manually comparing outputs from different models.

Do I need Node.js and an API key to run background coding tasks?▼

Yes, running background coding tasks requires Node.js, the Blackbox CLI installed on your machine, and a valid Blackbox API key. These prerequisites allow you to execute long-running jobs with progress monitoring and checkpoint resume.

What is the best way to fix bugs across multiple programming projects simultaneously?▼

The best way to fix bugs across multiple projects is using a multi-model AI CLI that launches multiple independent coding jobs simultaneously. This approach runs long-running tasks in the background with progress monitoring and checkpoint resume.

How does multi-model delegation work for generating code changes?▼

Multi-model delegation works by sending a single coding prompt to several LLM providers and automatically selecting the highest-quality result. This mechanism eliminates manual model comparison and delivers a polished code change directly.

Why should I use an AI CLI instead of manually reviewing code?▼

You should use an AI CLI because manually writing, debugging, or reviewing code is time-consuming, especially when choosing the best output from multiple LLMs. The CLI automates this comparison and outputs the polished code change.