Agent Lens
Multi-agent AI verdict — Mission Metrics × TradingAgents
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Why this page exists
This is not a stock picker. It is a flight simulator for trading decisions — the kind of structured reasoning a real institutional desk would produce on every trade.
See the full breakdown. Each verdict is decomposed by a fundamentals analyst, technical analyst, news/sentiment analyst, bull researcher, bear researcher, risk manager, and a portfolio manager who issues the final BUY / HOLD / SELL.
Practice every morning. Ten fresh AI verdicts are baked overnight on the top tickers. Open one, study the reasoning, then ask yourself: would I have made the same call?
Hold the AI accountable. Compare each verdict to what the stock actually did. Over weeks and months, learn to spot when the model adds edge — and when it is just pattern-matching the trend.
Educational use only — see the full disclaimer at the bottom of the page.
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Educational use only. Agent Lens shows the structured verdict of a
simulated multi-agent LLM trading firm running on cached data. It is not financial
advice. Use it to study how different roles (analysts, bull/bear researchers, risk team,
portfolio manager) decompose a single trading decision. Compare verdicts to outcomes and
decide for yourself whether the AI added edge.