[PR #685] [CLOSED] feat: Add AI Trading Intelligence Agent Team (adversarial debate) #3631

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GiteaMirror · 2026-05-02T02:18:25-05:00

GiteaMirror commented

2026-05-02 02:18:25 -05:00

📋 Pull Request Information

Original PR: https://github.com/Shubhamsaboo/awesome-llm-apps/pull/685
Author: @alex-jb
Created: 4/4/2026
Status: ❌ Closed

Base: main ← Head: add-orallexa

📝 Commits (1)

1247752 feat: Add AI Trading Intelligence Agent Team (adversarial debate)

📊 Changes

4 files changed (+356 additions, -0 deletions)

View changed files

📝 README.md (+1 -0)
➕ advanced_ai_agents/multi_agent_apps/agent_teams/ai_trading_intelligence_agent/README.md (+46 -0)
➕ advanced_ai_agents/multi_agent_apps/agent_teams/ai_trading_intelligence_agent/ai_trading_intelligence_agent.py (+304 -0)
➕ advanced_ai_agents/multi_agent_apps/agent_teams/ai_trading_intelligence_agent/requirements.txt (+5 -0)

📄 Description

Summary

Adds an AI Trading Intelligence Agent Team to the multi-agent apps collection — a self-contained Streamlit app where Bull and Bear AIs debate before every trading decision.

What's included

advanced_ai_agents/multi_agent_apps/agent_teams/ai_trading_intelligence_agent/
├── README.md
├── ai_trading_intelligence_agent.py   (350 lines, self-contained)
└── requirements.txt

How it works

Agent	Role	Model	Cost
🐂 Bull AI	Argues FOR buying	Claude Haiku	~$0.001
🐻 Bear AI	Argues AGAINST	Claude Haiku	~$0.001
⚖️ Judge AI	Final verdict	Claude Sonnet	~$0.005

Total: ~$0.003 per analysis — 10x cheaper than GPT-4.

What makes it unique

Adversarial architecture — not just one LLM, but a structured debate with opposing views
Technical analysis built-in — RSI, MACD, Bollinger, ADX, volume (20+ indicators via yfinance)
Risk plan output — entry, stop-loss, take-profit, position sizing
Transparent reasoning — users see exactly why each side argues what it does

Demo

Part of Orallexa (v1.0.0, 698 tests, MIT).
Live demo: https://orallexa-ui.vercel.app

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/Shubhamsaboo/awesome-llm-apps/pull/685 **Author:** [@alex-jb](https://github.com/alex-jb) **Created:** 4/4/2026 **Status:** ❌ Closed **Base:** `main` ← **Head:** `add-orallexa` --- ### 📝 Commits (1) - [`1247752`](https://github.com/Shubhamsaboo/awesome-llm-apps/commit/12477529af16b46f481acbf05c3bc68b93dd8a03) feat: Add AI Trading Intelligence Agent Team (adversarial debate) ### 📊 Changes **4 files changed** (+356 additions, -0 deletions) <details> <summary>View changed files</summary> 📝 `README.md` (+1 -0) ➕ `advanced_ai_agents/multi_agent_apps/agent_teams/ai_trading_intelligence_agent/README.md` (+46 -0) ➕ `advanced_ai_agents/multi_agent_apps/agent_teams/ai_trading_intelligence_agent/ai_trading_intelligence_agent.py` (+304 -0) ➕ `advanced_ai_agents/multi_agent_apps/agent_teams/ai_trading_intelligence_agent/requirements.txt` (+5 -0) </details> ### 📄 Description ## Summary Adds an **AI Trading Intelligence Agent Team** to the multi-agent apps collection — a self-contained Streamlit app where Bull and Bear AIs debate before every trading decision. ## What's included ``` advanced_ai_agents/multi_agent_apps/agent_teams/ai_trading_intelligence_agent/ ├── README.md ├── ai_trading_intelligence_agent.py (350 lines, self-contained) └── requirements.txt ``` ## How it works | Agent | Role | Model | Cost | |-------|------|-------|------| | 🐂 Bull AI | Argues FOR buying | Claude Haiku | ~$0.001 | | 🐻 Bear AI | Argues AGAINST | Claude Haiku | ~$0.001 | | ⚖️ Judge AI | Final verdict | Claude Sonnet | ~$0.005 | **Total: ~$0.003 per analysis** — 10x cheaper than GPT-4. ## What makes it unique - **Adversarial architecture** — not just one LLM, but a structured debate with opposing views - **Technical analysis built-in** — RSI, MACD, Bollinger, ADX, volume (20+ indicators via yfinance) - **Risk plan output** — entry, stop-loss, take-profit, position sizing - **Transparent reasoning** — users see exactly why each side argues what it does ## Demo Part of [Orallexa](https://github.com/alex-jb/orallexa-ai-trading-agent) (v1.0.0, 698 tests, MIT). Live demo: https://orallexa-ui.vercel.app --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2026-05-02 02:18:25 -05:00

GiteaMirror closed this issue

2026-05-02 02:18:27 -05:00

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Reference: github-starred/awesome-llm-apps#3631