MAF — trading_intelligence

Edit arena configuration (JSON). Changes write to YAML file — restart to apply.

{
  "description": "Multi-agent trading analysis with debate-style decision making, adapted from TradingAgents",
  "llm": {
    "deep_model": "gemini-2.0-flash",
    "deep_provider": "gemini",
    "default_provider": "gemini",
    "providers": {
      "gemini": {
        "api_key": "AIzaSyCuYr0yItC49BgjPH0QGhJJEGrh02rBQCU",
        "base_url": "",
        "max_output_tokens": 4096,
        "model": "gemini-2.0-flash",
        "temperature": 0.4
      }
    },
    "quick_model": "gemini-2.0-flash",
    "quick_provider": "gemini"
  },
  "max_iterations": 1,
  "memory": {
    "chromadb_path": "./data/chromadb",
    "embedding_model": "text-embedding-004",
    "embedding_provider": "gemini",
    "instances": [
      {
        "name": "bull_bm25",
        "persist_path": "",
        "type": "bm25"
      },
      {
        "name": "bear_bm25",
        "persist_path": "",
        "type": "bm25"
      },
      {
        "name": "trader_bm25",
        "persist_path": "",
        "type": "bm25"
      },
      {
        "name": "judge_bm25",
        "persist_path": "",
        "type": "bm25"
      },
      {
        "name": "pm_bm25",
        "persist_path": "",
        "type": "bm25"
      }
    ]
  },
  "name": "trading_intelligence",
  "output_stream": "maf:arena:trading_intelligence:output",
  "phases": [
    {
      "agents": [
        {
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 5,
          "name": "market_analyst",
          "role": "analyst",
          "sources": [
            "market_bars",
            "market_quotes",
            "indicators",
            "live_bars",
            "strategy_signals",
            "strategy_analysis"
          ],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/market_analyst.txt",
          "tools": []
        },
        {
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 3,
          "name": "sentiment_analyst",
          "role": "analyst",
          "sources": [
            "social_sentiment",
            "news_items",
            "nlp_enrichment",
            "knowledge_base"
          ],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/sentiment_analyst.txt",
          "tools": []
        },
        {
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 3,
          "name": "news_analyst",
          "role": "analyst",
          "sources": [
            "news_digest",
            "news_items",
            "web_search",
            "insider_transactions",
            "knowledge_base"
          ],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/news_analyst.txt",
          "tools": []
        },
        {
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 5,
          "name": "fundamentals_analyst",
          "role": "analyst",
          "sources": [
            "fundamentals_data",
            "insider_transactions",
            "investing_analysis",
            "knowledge_base",
            "web_search"
          ],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/fundamentals_analyst.txt",
          "tools": []
        }
      ],
      "max_rounds": 1,
      "name": "analysis",
      "pattern": "parallel",
      "signal_extract": false,
      "transition": "investment_debate"
    },
    {
      "agents": [
        {
          "extra": {},
          "llm_tier": "deep",
          "max_react_steps": 5,
          "memory": "bull_bm25",
          "name": "bull_researcher",
          "position": "bullish",
          "role": "debater",
          "sources": [],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/bull_researcher.txt",
          "tools": []
        },
        {
          "extra": {},
          "llm_tier": "deep",
          "max_react_steps": 5,
          "memory": "bear_bm25",
          "name": "bear_researcher",
          "position": "bearish",
          "role": "debater",
          "sources": [],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/bear_researcher.txt",
          "tools": []
        },
        {
          "extra": {},
          "llm_tier": "deep",
          "max_react_steps": 5,
          "memory": "judge_bm25",
          "name": "research_manager",
          "role": "judge",
          "sources": [],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/research_manager.txt",
          "tools": []
        }
      ],
      "max_rounds": 2,
      "name": "investment_debate",
      "pattern": "debate",
      "signal_extract": false,
      "transition": "trading_decision"
    },
    {
      "agents": [
        {
          "extra": {},
          "llm_tier": "deep",
          "max_react_steps": 5,
          "memory": "trader_bm25",
          "name": "trader",
          "role": "executor",
          "sources": [],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/trader.txt",
          "tools": []
        }
      ],
      "max_rounds": 1,
      "name": "trading_decision",
      "pattern": "sequential",
      "signal_extract": false,
      "transition": "risk_debate"
    },
    {
      "agents": [
        {
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 5,
          "name": "aggressive_analyst",
          "position": "aggressive",
          "role": "debater",
          "sources": [],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/aggressive_analyst.txt",
          "tools": []
        },
        {
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 5,
          "name": "conservative_analyst",
          "position": "conservative",
          "role": "debater",
          "sources": [],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/conservative_analyst.txt",
          "tools": []
        },
        {
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 5,
          "name": "neutral_analyst",
          "position": "neutral",
          "role": "debater",
          "sources": [],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/neutral_analyst.txt",
          "tools": []
        },
        {
          "extra": {},
          "llm_tier": "deep",
          "max_react_steps": 5,
          "memory": "pm_bm25",
          "name": "portfolio_manager",
          "role": "judge",
          "sources": [],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/portfolio_manager.txt",
          "tools": []
        }
      ],
      "max_rounds": 2,
      "name": "risk_debate",
      "pattern": "debate",
      "signal_extract": true,
      "transition": "END"
    }
  ],
  "schedule": "1h",
  "sources": [
    {
      "adapter": "fomo2_analysis",
      "config": {
        "count": 5,
        "goal": "investing_ideas"
      },
      "name": "investing_analysis"
    },
    {
      "adapter": "fomo2_analysis",
      "config": {
        "count": 3,
        "goal": "trading_strategies"
      },
      "name": "strategy_analysis"
    },
    {
      "adapter": "fomo2_analysis",
      "config": {
        "count": 5,
        "goal": "news_digest"
      },
      "name": "news_digest"
    },
    {
      "adapter": "fomo2_items",
      "config": {
        "count": 30
      },
      "name": "news_items"
    },
    {
      "adapter": "fomo2_stream",
      "config": {
        "count": 30,
        "stream": "fomo2:enriched"
      },
      "name": "social_sentiment"
    },
    {
      "adapter": "fomo2_knowledge",
      "config": {
        "chromadb_path": "./data/chromadb",
        "days_back": 60,
        "max_results": 10
      },
      "name": "knowledge_base"
    },
    {
      "adapter": "fomo2_enrichment",
      "config": {},
      "name": "nlp_enrichment"
    },
    {
      "adapter": "questdb",
      "config": {
        "query_type": "bars",
        "timeframe": "1d"
      },
      "name": "market_bars"
    },
    {
      "adapter": "questdb",
      "config": {
        "query_type": "quotes"
      },
      "name": "market_quotes"
    },
    {
      "adapter": "questdb",
      "config": {
        "query_type": "fundamentals",
        "statement_type": "income"
      },
      "name": "fundamentals_data"
    },
    {
      "adapter": "technical",
      "config": {
        "default_timeframe": "1d"
      },
      "name": "indicators"
    },
    {
      "adapter": "trtools2_live",
      "config": {
        "timeframe": "1m"
      },
      "name": "live_bars"
    },
    {
      "adapter": "trtools2_signals",
      "config": {
        "count": 20
      },
      "name": "strategy_signals"
    },
    {
      "adapter": "web_search",
      "config": {
        "num_results": 10
      },
      "name": "web_search"
    },
    {
      "adapter": "sec_filings",
      "config": {
        "days_back": 90
      },
      "name": "insider_transactions"
    }
  ]
}

trading_intelligence

Phase Pipeline

analysis

investment_debate

trading_decision

risk_debate

Execution Trace

Agent Reports

Debates

Decisions

Target Context

Performance Metrics

vs Buy & Hold

Equity Curve

Trades

Signal Timeline

Source Name	Adapter	Module	Parameters	Used By
investing_analysis	fomo2_analysis	fomo2	—	fundamentals_analyst
strategy_analysis	fomo2_analysis	fomo2	—	market_analyst
news_digest	fomo2_analysis	fomo2	—	news_analyst
news_items	fomo2_items	fomo2	—	sentiment_analyst, news_analyst
social_sentiment	fomo2_stream	fomo2	—	sentiment_analyst
knowledge_base	fomo2_knowledge	fomo2	—	sentiment_analyst, news_analyst, fundamentals_analyst
nlp_enrichment	fomo2_enrichment	fomo2	—	sentiment_analyst
market_bars	questdb	trtools2	—	market_analyst
market_quotes	questdb	trtools2	—	market_analyst
fundamentals_data	questdb	trtools2	—	fundamentals_analyst
indicators	technical	trtools2	—	market_analyst
live_bars	trtools2_live	trtools2	—	market_analyst
strategy_signals	trtools2_signals	trtools2	—	market_analyst
web_search	web_search	web	—	news_analyst, fundamentals_analyst
insider_transactions	sec_filings	web	—	news_analyst, fundamentals_analyst