trading_intelligence

MarketMind — 5-agent parallel analysis with confidence-weighted synthesis. Covers stocks and crypto.

Phase Pipeline

analysis

parallel

price_analyst (6 tools)

sentiment_analyst (7 tools)

onchain_analyst (5 tools)

macro_analyst (5 tools)

risk_analyst (5 tools)

committee_analyst (1 tools)

kronos_specialist (1 tools)

crowd_proxy (1 tools)

→

synthesis

sequential

synthesis_agent

Ticker

Date

Configure the arena's metadata, data sources, agents and phases. Changes write to the YAML file. Restart the app to apply.

Metadata

Description One-line summary shown on the dashboard. Schedule Cron expression. Leave blank for manual-only runs. Max iterations How many replan loops are allowed before giving up. Target key Drives which outbox publishes the verdict.

Data sources

Bind data adapters to symbolic names. Agents reference these names in their sources list.

Agents

Each agent runs a ReAct loop, calls its bound sources as tools, and emits a structured signal.

Phases

Phases run in order. parallel fans out specialists, sequential runs one-by-one, debate does N-way rounds + judge.

Smart triggers

Auto-run this arena when a Redis Stream event matches a rule. Rules run through safe_eval (boolean/comparisons, abs(), payload.field). Reference →

Ticker

Start Date

End Date

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

{
  "applicable_target_types": [],
  "description": "MarketMind \u2014 5-agent parallel analysis with confidence-weighted synthesis. Covers stocks and crypto.",
  "llm": {
    "deep_model": "auto",
    "deep_provider": "ollama",
    "default_provider": "ollama",
    "providers": {
      "ollama": {
        "api_key": "529224e623bb4df6bd2d35ca70830b11.1OcHilLKpOBPZbD1VizrA21P",
        "base_url": "https://ollama.com/v1",
        "max_output_tokens": 8192,
        "model": "auto",
        "temperature": 0.3
      }
    },
    "quick_model": "auto",
    "quick_provider": "ollama"
  },
  "max_iterations": 1,
  "memory": {
    "chromadb_path": "./data/chromadb",
    "embedding_model": "text-embedding-004",
    "embedding_provider": "gemini",
    "instances": [
      {
        "name": "synthesis_bm25",
        "persist_path": "",
        "type": "bm25"
      }
    ]
  },
  "name": "trading_intelligence",
  "output_stream": "maf:arena:trading_intelligence:output",
  "phases": [
    {
      "agents": [
        {
          "applicable_target_types": [],
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 4,
          "name": "price_analyst",
          "role": "specialist",
          "sources": [
            "yahoo_quote",
            "market_overview",
            "market_bars",
            "indicators",
            "live_bars",
            "strategy_signals"
          ],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/price_analyst.txt",
          "tools": []
        },
        {
          "applicable_target_types": [],
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 3,
          "name": "sentiment_analyst",
          "role": "specialist",
          "sources": [
            "newsapi_headlines",
            "yahoo_news",
            "news_digest",
            "news_items",
            "social_sentiment",
            "nlp_enrichment",
            "knowledge_base"
          ],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/sentiment_analyst.txt",
          "tools": []
        },
        {
          "applicable_target_types": [],
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 3,
          "name": "onchain_analyst",
          "role": "specialist",
          "sources": [
            "coingecko_market",
            "coingecko_global",
            "yahoo_quote",
            "market_bars",
            "social_sentiment"
          ],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/onchain_analyst.txt",
          "tools": []
        },
        {
          "applicable_target_types": [],
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 3,
          "name": "macro_analyst",
          "role": "specialist",
          "sources": [
            "fred_macro",
            "fred_fear_greed",
            "market_overview",
            "news_digest",
            "investing_analysis"
          ],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/macro_analyst.txt",
          "tools": []
        },
        {
          "applicable_target_types": [],
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 3,
          "name": "risk_analyst",
          "role": "specialist",
          "sources": [
            "yahoo_quote",
            "market_bars",
            "market_overview",
            "indicators",
            "insider_transactions"
          ],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/risk_analyst.txt",
          "tools": []
        },
        {
          "applicable_target_types": [],
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 2,
          "name": "committee_analyst",
          "role": "specialist",
          "sources": [
            "committee"
          ],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/committee_analyst.txt",
          "tools": []
        },
        {
          "applicable_target_types": [],
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 2,
          "name": "kronos_specialist",
          "role": "specialist",
          "sources": [
            "kronos_forecast_1h"
          ],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/kronos_specialist.txt",
          "tools": []
        },
        {
          "applicable_target_types": [],
          "extra": {},
          "llm_tier": "quick",
          "max_react_steps": 2,
          "name": "crowd_proxy",
          "role": "specialist",
          "sources": [
            "crowd_sim"
          ],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/crowd_proxy.txt",
          "tools": []
        }
      ],
      "max_rounds": 1,
      "name": "analysis",
      "pattern": "parallel",
      "signal_extract": false,
      "transition": "synthesis"
    },
    {
      "agents": [
        {
          "applicable_target_types": [],
          "extra": {},
          "llm_tier": "deep",
          "max_react_steps": 5,
          "memory": "synthesis_bm25",
          "name": "synthesis_agent",
          "role": "synthesis",
          "sources": [],
          "system_prompt": "",
          "system_prompt_file": "src/maf/arenas/trading_intelligence/prompts/synthesis_agent.txt",
          "tools": []
        }
      ],
      "max_rounds": 1,
      "name": "synthesis",
      "pattern": "sequential",
      "signal_extract": false,
      "transition": "END"
    }
  ],
  "schedule": "1h",
  "sources": [
    {
      "adapter": "fred_api",
      "applicable_target_types": [],
      "config": {
        "api_key": "",
        "query_type": "macro"
      },
      "name": "fred_macro"
    },
    {
      "adapter": "fred_api",
      "applicable_target_types": [],
      "config": {
        "query_type": "fear_greed"
      },
      "name": "fred_fear_greed"
    },
    {
      "adapter": "coingecko",
      "applicable_target_types": [],
      "config": {
        "query_type": "market",
        "vs_currency": "usd"
      },
      "name": "coingecko_market"
    },
    {
      "adapter": "coingecko",
      "applicable_target_types": [],
      "config": {
        "query_type": "global"
      },
      "name": "coingecko_global"
    },
    {
      "adapter": "newsapi",
      "applicable_target_types": [],
      "config": {
        "api_key": "",
        "count": 10,
        "days_back": 3
      },
      "name": "newsapi_headlines"
    },
    {
      "adapter": "yahoo_finance",
      "applicable_target_types": [],
      "config": {
        "query_type": "quote",
        "symbols": [
          "SPY",
          "QQQ",
          "DIA",
          "IWM",
          "AAPL",
          "MSFT",
          "GOOGL",
          "AMZN",
          "NVDA",
          "META",
          "TSLA"
        ]
      },
      "name": "yahoo_quote"
    },
    {
      "adapter": "yahoo_finance",
      "applicable_target_types": [],
      "config": {
        "news_count": 15,
        "query_type": "news",
        "symbols": [
          "SPY",
          "QQQ",
          "AAPL",
          "NVDA",
          "TSLA"
        ]
      },
      "name": "yahoo_news"
    },
    {
      "adapter": "yahoo_finance",
      "applicable_target_types": [],
      "config": {
        "news_count": 20,
        "query_type": "overview"
      },
      "name": "market_overview"
    },
    {
      "adapter": "fomo2_analysis",
      "applicable_target_types": [],
      "config": {
        "count": 5,
        "goal": "investing_ideas"
      },
      "name": "investing_analysis"
    },
    {
      "adapter": "fomo2_analysis",
      "applicable_target_types": [],
      "config": {
        "count": 5,
        "goal": "news_digest"
      },
      "name": "news_digest"
    },
    {
      "adapter": "fomo2_items",
      "applicable_target_types": [],
      "config": {
        "count": 30
      },
      "name": "news_items"
    },
    {
      "adapter": "fomo2_stream",
      "applicable_target_types": [],
      "config": {
        "count": 30,
        "stream": "fomo2:enriched"
      },
      "name": "social_sentiment"
    },
    {
      "adapter": "fomo2_knowledge",
      "applicable_target_types": [],
      "config": {
        "chromadb_path": "./data/chromadb",
        "days_back": 60,
        "max_results": 10
      },
      "name": "knowledge_base"
    },
    {
      "adapter": "fomo2_enrichment",
      "applicable_target_types": [],
      "config": {},
      "name": "nlp_enrichment"
    },
    {
      "adapter": "questdb",
      "applicable_target_types": [],
      "config": {
        "query_type": "bars",
        "timeframe": "1d"
      },
      "name": "market_bars"
    },
    {
      "adapter": "questdb",
      "applicable_target_types": [],
      "config": {
        "query_type": "quotes"
      },
      "name": "market_quotes"
    },
    {
      "adapter": "questdb",
      "applicable_target_types": [],
      "config": {
        "query_type": "fundamentals",
        "statement_type": "income"
      },
      "name": "fundamentals_data"
    },
    {
      "adapter": "technical",
      "applicable_target_types": [],
      "config": {
        "default_timeframe": "1d"
      },
      "name": "indicators"
    },
    {
      "adapter": "trtools2_live",
      "applicable_target_types": [],
      "config": {
        "timeframe": "1m"
      },
      "name": "live_bars"
    },
    {
      "adapter": "trtools2_signals",
      "applicable_target_types": [],
      "config": {
        "count": 20
      },
      "name": "strategy_signals"
    },
    {
      "adapter": "web_search",
      "applicable_target_types": [],
      "config": {
        "num_results": 10
      },
      "name": "web_search"
    },
    {
      "adapter": "sec_filings",
      "applicable_target_types": [],
      "config": {
        "days_back": 90
      },
      "name": "insider_transactions"
    },
    {
      "adapter": "kronos_forecast",
      "applicable_target_types": [],
      "config": {
        "include_forecast": false,
        "timeframe": "1h"
      },
      "name": "kronos_forecast_1h"
    },
    {
      "adapter": "mirofish_sim",
      "applicable_target_types": [],
      "config": {
        "stale_after_seconds": 21600
      },
      "name": "crowd_sim"
    },
    {
      "adapter": "tradingagents",
      "applicable_target_types": [],
      "config": {
        "api_key_env": "OLLAMA_API_KEY",
        "backend_url": "https://ollama.com/v1",
        "deep_think_llm": "gpt-oss:120b-cloud",
        "llm_provider": "openai",
        "max_debate_rounds": 1,
        "max_risk_discuss_rounds": 1,
        "quick_think_llm": "gpt-oss:20b-cloud",
        "selected_analysts": [
          "market",
          "news",
          "fundamentals"
        ],
        "timeout_seconds": 600
      },
      "name": "committee"
    }
  ],
  "target_key": "ticker",
  "triggers": [
    {
      "action_mode": "manual",
      "cooldown_s": 300,
      "name": "fresh crowd-sim landed",
      "on_stream": "mirofish:sims:emitted",
      "target": {
        "ticker": "{payload.tickers[0]}"
      },
      "when": "payload.tickers != [] and payload.tickers != None"
    },
    {
      "action_mode": "manual",
      "cooldown_s": 600,
      "name": "kronos 1h direction flip",
      "on_stream": "kronos:forecasts:emitted",
      "target": {
        "ticker": "{payload.symbol}"
      },
      "when": "payload.timeframe == \u00271h\u0027 and payload.direction_flipped"
    }
  ]
}

Data sources bound to this arena. Agents access these via ReAct tool calls.

Source Name	Adapter	Module	Parameters	Used By
fred_macro	fred_api	web	—	macro_analyst
fred_fear_greed	fred_api	web	—	macro_analyst
coingecko_market	coingecko	web	—	onchain_analyst
coingecko_global	coingecko	web	—	onchain_analyst
newsapi_headlines	newsapi	web	—	sentiment_analyst
yahoo_quote	yahoo_finance	web	—	price_analyst, onchain_analyst, risk_analyst
yahoo_news	yahoo_finance	web	—	sentiment_analyst
market_overview	yahoo_finance	web	—	price_analyst, macro_analyst, risk_analyst
investing_analysis	fomo2_analysis	fomo2	—	macro_analyst
news_digest	fomo2_analysis	fomo2	—	sentiment_analyst, macro_analyst
news_items	fomo2_items	fomo2	—	sentiment_analyst
social_sentiment	fomo2_stream	fomo2	—	sentiment_analyst, onchain_analyst
knowledge_base	fomo2_knowledge	fomo2	—	sentiment_analyst
nlp_enrichment	fomo2_enrichment	fomo2	—	sentiment_analyst
market_bars	questdb	trtools2	—	price_analyst, onchain_analyst, risk_analyst
market_quotes	questdb	trtools2	—	—
fundamentals_data	questdb	trtools2	—	—
indicators	technical	trtools2	—	price_analyst, risk_analyst
live_bars	trtools2_live	trtools2	—	price_analyst
strategy_signals	trtools2_signals	trtools2	—	price_analyst
web_search	web_search	web	—	—
insider_transactions	sec_filings	web	—	risk_analyst
kronos_forecast_1h	kronos_forecast	kronos	—	kronos_specialist
crowd_sim	mirofish_sim	mirofish	—	crowd_proxy
committee	tradingagents	tradingagents	—	committee_analyst

Decision trail — every arena run is saved for review and auditing.

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trading_intelligence

Phase Pipeline

analysis

synthesis

Agent Signals

Execution Trace

Source Monitoring

Agent Reports

Debates

Decisions

Target Context

Metadata

Data sources

Agents

Phases

Smart triggers

Performance Metrics

vs Buy & Hold

Equity Curve

Trades

Signal Timeline