SparkleServer Hub
AI Review Automation • Drip-Fed Scheduling • Honest Reviews

⚖️ Sage Justice

AI-powered review automation for truthful, drip-fed accountability. Sage Justice generates or rewrites reviews without changing meaning, then schedules posts over time using templates, accounts, and proxies.

What it does

  • Generates or rewrites reviews with AI while preserving meaning.
  • Schedules posts gradually so activity appears natural over time.
  • Template manager maps fields for each review website.
  • Rotates accounts and proxies with health checks and status.
  • Tracks jobs and logs; exports reports to CSV, JSON, and PDF.

Interface overview

The Guardian Deck GUI groups work into tabs like Review Generator, Templates, Accounts, Proxies, Sites, Schedule, Jobs, Logs, and Settings. Each tab provides simple forms, status tables, and actions for managing automation.

Advanced tools

Includes a SERP scanner, report generator, exporter, geo spoofer, CAPTCHA solver integration, test mode, and an orchestrator for multi-agent queue processing.

Legal & intent

Sage Justice is intended for honest, factual reviews only. Always respect each platform’s terms of service and ensure you have authorization before using automation.

Get started

Open-source on GitHub. You’ll need Git, Python 3.11+, and Google Chrome.

1. Download
Clone the repo: git clone https://github.com/mattysparkles/sage-justice.git
2. Install
Run: python -m pip install -r requirements.txt
3. Configure
Add your OpenAI key in config/settings.local.json
4. Launch
Start the GUI: python dashboard/main_gui.py
License: MIT. Built by Sparkles & Sage.