Blackbox Code

Key Features

• Code Understanding & Editing - Query and edit large codebases beyond traditional context window limits
• Workflow Automation - Automate operational tasks like handling pull requests and complex rebases
• Enhanced Parser - Adapted parser specifically optimized for BlackboxAI models
• Vision Model Support - Automatically detect images in your input and seamlessly switch to vision-capable models for multimodal analysis

Installation

Prerequisites

Ensure you have Node.js version 20 or higher installed.

curl -qL https://www.npmjs.com/install.sh | sh

Install from source

git clone https://github.com/llmcod/blackbox_cli.git
cd blackbox-cli
npm install
npm install -g .

Install globally with Homebrew (macOS/Linux)

brew install blackbox-cli

Quick Start

# Start Blackbox Code
blackbox

# Example commands
> Explain this codebase structure
> Help me refactor this function
> Generate unit tests for this module

Session Management

Control your token usage with configurable session limits to optimize costs and performance.

Configure Session Token Limit

Create or edit .blackboxcli/settings.json in your home directory:

{
  "sessionTokenLimit": 32000
}

Session Commands

• /compress - Compress conversation history to continue within token limits
• /clear - Clear all conversation history and start fresh
• /stats - Check current token usage and limits

Note: Session token limit applies to a single conversation, not cumulative API calls.

Vision Model Configuration

Blackbox Code includes intelligent vision model auto-switching that detects images in your input and can automatically switch to vision-capable models for multimodal analysis. This feature is enabled by default - when you include images in your queries, you'll see a dialog asking how you'd like to handle the vision model switch.

Skip the Switch Dialog (Optional)

If you don't want to see the interactive dialog each time, configure the default behavior in your .blackboxcli/settings.json:

{
  "experimental": {
    "vlmSwitchMode": "once"
  }
}

Available modes:

• "once" - Switch to vision model for this query only, then revert
• "session" - Switch to vision model for the entire session
• "persist" - Continue with current model (no switching)
• Not set - Show interactive dialog each time (default)

Disable Vision Models (Optional)

To completely disable vision model support, add to your .blackboxcli/settings.json:

{
  "experimental": {
    "visionModelPreview": false
  }
}

Tip: In YOLO mode (--yolo), vision switching happens automatically without prompts when images are detected.

Authorization

Choose your preferred authentication method based on your needs:

1. Blackbox OAuth (Recommended - Start in 30 seconds)

The easiest way to get started - completely free with generous quotas:

# Just run this command and follow the browser authentication
blackbox

Usage Examples

Explore Codebases

cd your-project/
blackbox

# Architecture analysis
> Describe the main pieces of this system's architecture
> What are the key dependencies and how do they interact?
> Find all API endpoints and their authentication methods

Code Development

# Refactoring
> Refactor this function to improve readability and performance
> Convert this class to use dependency injection
> Split this large module into smaller, focused components

# Code generation
> Create a REST API endpoint for user management
> Generate unit tests for the authentication module
> Add error handling to all database operations

Automate Workflows

# Git automation
> Analyze git commits from the last 7 days, grouped by feature
> Create a changelog from recent commits
> Find all TODO comments and create GitHub issues

# File operations
> Convert all images in this directory to PNG format
> Rename all test files to follow the *.test.ts pattern
> Find and remove all console.log statements

Debugging & Analysis

# Performance analysis
> Identify performance bottlenecks in this React component
> Find all N+1 query problems in the codebase

# Security audit
> Check for potential SQL injection vulnerabilities
> Find all hardcoded credentials or API keys

Popular Tasks

Understand New Codebases

> What are the core business logic components?
> What security mechanisms are in place?
> How does the data flow through the system?
> What are the main design patterns used?
> Generate a dependency graph for this module

Code Refactoring & Optimization

> What parts of this module can be optimized?
> Help me refactor this class to follow SOLID principles
> Add proper error handling and logging
> Convert callbacks to async/await pattern
> Implement caching for expensive operations

Documentation & Testing

> Generate comprehensive JSDoc comments for all public APIs
> Write unit tests with edge cases for this component
> Create API documentation in OpenAPI format
> Add inline comments explaining complex algorithms
> Generate a README for this module

Development Acceleration

> Set up a new Express server with authentication
> Create a React component with TypeScript and tests
> Implement a rate limiter middleware
> Add database migrations for new schema
> Configure CI/CD pipeline for this project

Commands & Shortcuts

Session Commands

• /help - Display available commands
• /clear - Clear conversation history
• /compress - Compress history to save tokens
• /stats - Show current session information
• /exit or /quit - Exit Blackbox Code

Keyboard Shortcuts

• Ctrl+C - Cancel current operation
• Ctrl+D - Exit (on empty line)
• Up/Down - Navigate command history

Acknowledgments

This project is based on Google Gemini CLI. We acknowledge and appreciate the excellent work of the Gemini CLI team. Our main contribution focuses on parser-level adaptations to better support BlackboxAI models.

License

LICENSE