skills.rest
AkhilGurrapu
AkhilGurrapuCOMMUNITY
Explore all skills by this author →
GitHub

autonomous-trading

Automate NASDAQ 100 paper trading with multi-model decisions and Telegram alerts.

1|1|Updated Nov 8, 2025
Search Tags:#multi-model#Telegram#trading#autonomous#stocks#Alpaca#model-orchestration
One-click install
npx skills add https://github.com/AkhilGurrapu/kubera --skill autonomous-trading
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autonomous-trading
Source: https://github.com/AkhilGurrapu/kubera/tree/main/.claude/skills/autonomous-trading
Command: npx skills add https://github.com/AkhilGurrapu/kubera --skill autonomous-trading

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables autonomous stock trading by continuously researching stocks, evaluating models, and executing trades in a paper-trading environment while delivering real-time Telegram updates. It eliminates manual trading chores and reduces decision latency.

Core Features & Use Cases

  • Autonomous research & screening: Scans the market and selects candidate stocks without human input.
  • Multi-model decision making: Aggregates signals from multiple AI models and reaches a consensus.
  • Automated execution & alerts: Places trades on Alpaca paper trading and notifies you via Telegram.
  • Safety & monitoring: Includes emergency stop and safety limits to prevent excessive risk.

Quick Start

  • Install dependencies: pip install -r requirements.txt
  • Configure environment: set TELEGRAM_BOT_TOKEN, TELEGRAM_CHAT_ID, ALPACA_API_KEY, ALPACA_SECRET_KEY, and enable AUTONOMOUS_MODE
  • Run: python src/autonomous/main.py

Frequently Asked Questions about autonomous-trading

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

FAQPage Schema
How do I automate stock trading on Alpaca with AI models?▼

You automate stock trading on Alpaca by running a continuous background loop that researches the NASDAQ 100, evaluates multiple AI models to reach a consensus, and executes trades automatically in a paper trading environment.

How do I send automated trading alerts to Telegram?▼

To send automated trading alerts to Telegram, you configure the TELEGRAM_BOT_TOKEN and TELEGRAM_CHAT_ID environment variables, enabling the system to deliver real-time notifications when it researches markets and executes trades.

What is multi-model orchestration for autonomous trading?▼

Multi-model orchestration for autonomous trading is the process of aggregating signals from several AI models to reach a consensus decision, reducing manual evaluation and decision latency before executing trades.

Does autonomous stock trading work with real money on Alpaca?▼

Autonomous stock trading operates in an Alpaca paper trading environment, meaning it executes trades with simulated money to provide a safe setting for testing automated strategies and model orchestration.

What safety controls are available for automated stock trading?▼

Automated stock trading includes emergency stop features and safety limits to prevent excessive risk, ensuring you can monitor and halt the continuous background execution loops if market conditions require intervention.

Do I need an Alpaca API key to run autonomous trading?▼

Yes, you need to set the ALPACA_API_KEY and ALPACA_SECRET_KEY environment variables, along with enabling AUTONOMOUS_MODE, to allow the system to access the paper trading environment and execute trades.

Related Skills

Explore More Finance & Accounting Skills→
AradotsoAradotso
7

alpaca-mcp-server-trading

Execute natural-language stock, ETF, crypto, and options trades via Alpaca's MCP server.

Official
Intermediate
mmcmediammcmedia
2

Autonomous Silver Trading Bot

Automates silver trading with SLV/futures/crypto options and Telegram alerts for live, paper, off-hours modes.

Community
Advanced
LuminaVaultLuminaVault

stock-market-news-digest

Generate a daily stock market news digest from Yahoo Finance RSS feeds and Google News.

Official
Basic
Sanchez-78Sanchez-78

no-real-trading-gate

Audit trading bot code for unguarded real order submission paths.

Community
Advanced