A fully automated crypto trading bot that leverages a custom AI for price prediction and a structured DCA system. It targets users seeking automated trading solutions, offering potential benefits through AI-driven signals and systematic trade management, aiming to maximize gains via predictive analytics and a trailing profit margin.

How It Works

The core AI is an instance-based (kNN/kernel-style) predictor employing online per-instance reliability weighting. It learns historical price patterns across multiple timeframes (1hr to 1wk) and predicts future candle highs and lows. The system dynamically adjusts pattern weights based on prediction accuracy. Trading decisions are automated: trades initiate when the ask price drops below specific AI-predicted low levels, DCA buys are triggered by AI price levels or drawdown percentages, and sales are executed using a trailing profit margin.

Quick Start & Requirements

• Primary Install/Run: Download raw script files into a single folder (e.g., C:\PowerTraderAI\), then run python -m pip install -r requirements.txt followed by python pt_hub.py from the command line within that folder.
• Prerequisites: Python (3.12+ recommended), Robinhood account with API keys generated via the Hub's wizard.
• Setup: Windows-based instructions provided. Requires manual download of individual script files (not the repo zip).
• Links: python.org for Python installation.

Highlighted Details

• Custom AI: kNN/kernel-style predictor with online reliability weighting.
• Multi-timeframe price prediction (1hr to 1wk).
• Structured/tiered DCA with limits (max 2 per 24hr).
• Trailing profit margin for maximizing sell gains.
• Setup guide explicitly states it was written by AI.

Maintenance & Community

No specific details on maintainers, community channels (Discord/Slack), or roadmap are provided in the README. Donation links are available via Cash App, PayPal, and Patreon.

Licensing & Compatibility

• License: Apache 2.0.
• Compatibility: The Apache 2.0 license is generally permissive for commercial use and integration into closed-source projects.

Limitations & Caveats

Users bear full responsibility for all trades, financial decisions, and understanding the system; it is not financial advice. The setup guide, written by AI, may contain errors. Users must transfer or sell existing Robinhood crypto holdings before setup. The AI's approach is described as "EXTREMELY simple."