Shared agent run on NexusTrade
USO Report → Trend-Following Strategy (autonomous)
Aurora agent, one-line prompt: researched USO, wrote a report, then built and backtested a strategy from the report's conclusions.
User: Write a report on USO, then build and backtest a trading strategy based on the report's conclusions.
Aurora: 1. **Deep Research** — Conduct a comprehensive analysis of USO (United States Oil Fund), focusing on current energy market trends, contango/backwardation risks, and price drivers. 2. **Stock News Querier** — Query recent news and sentiment for USO to identify immediate catalysts or risks mentioned in the research. 3. **Create YAML Portfolios** — Build a trading strategy for USO based on the research conclusions (e.g., trend-following or mean-reversion). 4. **Backtest Portfolios** — Run a historical simulation of the strategy to validate performance. 5. **Read Backtest** — Analyze the results and summarize the strategy's effectiveness in a final report.
User: Conduct a comprehensive research report on USO (United States Oil Fund). Cover: 1) Current energy market trends including crude oil supply/demand dynamics, OPEC+ decisions, and geopolitical risks. 2) USO's structure — contango/backwardation risks, rolling costs, and how the fund tracks WTI crude oil futures. 3) Key price drivers for oil in 2025-2026 (global demand outlook, China/India consumption, US shale production, renewable energy transition). 4) Recent price action and volatility patterns for USO. 5) Macroeconomic factors affecting oil (interest rates, USD strength, inflation). Include specific data points and dates where possible.
Aurora: **Research Report: United States Oil Fund (USO) and the 2026 Global Crude Oil Market** **Date:** July 10, 2026 **Subject:** Comprehensive Analysis of USO and Crude Oil Market Dynamics --- ### 1. Current Energy Market Trends (Mid-2026) As of July 2026, the global crude oil market is characterized by a "fragile equilibrium." After the volatility of 2024 and 2025, the market has settled into a range-bound environment, though geopolitical risks remain a significant "tail risk" for prices. * **OPEC+ Strategy:** Following the June 2024 agreement to extend production cuts, OPEC+ began a gradual "unwinding" of voluntary cuts (2.2 million bpd) in late 2025. As of Q3 2026, the group has successfully returned approximately 1.2 million bpd to the market. However, Saudi Arabia continues to act as the "swing producer," signaling a willingness to pause supply increases if Brent prices dip below the $75 floor. * **Supply/Demand Dynamics:** Global demand has reached a record high of approximately 104.8 million barrels per day (bpd) in 2026. While demand growth in OECD nations has plateaued due to efficiency gains and EV adoption, non-OECD demand—led by India and Southeast Asia—remains robust. * **…
User: Search for recent news, price action, and sentiment on USO (United States Oil Fund) for July 2026. Focus on: 1) Any OPEC+ announcements or geopolitical events affecting oil this week. 2) USO's recent price movement and volume. 3) Analyst sentiment and any notable catalysts mentioned in the last 7 days. 4) EIA inventory data or demand forecasts. Return specific headlines, dates, and sources.
Aurora: **Live quotes (Polygon):** USO $108.16 (-0.78% vs prior close $109.01) # USO (United States Oil Fund) – Market Summary & News Report **Date:** July 10, 2026 | Title | Sentiment | Tickers | Notes | | --- | --- | --- | --- | | [Oil Steadies, Set for Weekly Gain as Iran Conflict Stays Contained](https://www.investing.com/news/stock-market-news/oil-prices-ease-as-markets-assess-fresh-usiran-strikes-hormuz-supply-risks-4785242) | Neutral | [USO](https://nexustrade.io/stock/USO) | Brent on track for ~5% weekly gain; WTI ~4%; market sees conflict as limited | | [OPEC+ Crude Output Leaps in June](https://www.energyintel.com/0000019f-475a-d66b-a3ff-577b8ad60000) | Negative | [USO](https://nexustrade.io/stock/USO) | Production surged 2.30M b/d to 32.26M b/d; unwinding of cuts continues | | [Oil Markets Brace for More Turbulence Amid Geopolitical Risks](https://english.news.cn/20260710/6b08d6aca5aa4a4da82756d145497f37/c.html) | Neutral | [USO](https://nexustrade.io/stock/USO) | IEA sees global demand contracting ~1.1M b/d in 2026; potential 5M b/d oversupply by 2027 | | [WTI Price Forecast: Rejection at 200-day SMA Keeps Bears in Control](https://www.fxstreet.com/news/wti-price-forecast-reje…
User: Create a trading strategy for USO based on the research conclusions. The research showed: (1) USO is in backwardation (positive roll yield) which favors trend-following, (2) WTI was rejected at the 200-day SMA and RSI is below 50, suggesting bearish near-term pressure, (3) OPEC+ is unwinding cuts and supply is increasing, (4) IEA forecasts demand contraction in 2026, (5) geopolitical risk from US-Iran conflict provides occasional upside spikes, (6) Fed expects oil prices to cool. Strategy: a DynamicRebalance portfolio that goes long USO when price is above its 50-day SMA AND the 14-day RSI is above 40 (filtering out extreme weakness), with a max allocation of 100% of capital. When conditions are not met, the portfolio holds cash. This trend-following approach aims to capture sustained up-trends while sitting out downtrends.
Aurora: Based on the research conclusions, here's a trend-following strategy for USO that goes long when the trend is up and sits in cash during downtrends: This strategy: - **Goes long USO** when the price is above its 50-day SMA (uptrend) AND the 14-day RSI is above 40 (not in extreme weakness) - **Holds cash** when either condition fails — the DynamicRebalance sells USO and the portfolio sits in cash - **Checks daily** (`DaysSinceStrategyFired >= 1`) to respond quickly to changing conditions - **Captures sustained up-trends** while avoiding the bearish periods the research identified (OPEC+ supply increases, IEA demand contraction, Fed's cooling outlook) - **Benefits from backwardation** during uptrends (positive roll yield) while avoiding the decay during downtrends Would you like me to backtest this strategy to see how it would have performed historically?
Aurora: Based on the research conclusions, here's a trend-following strategy for USO that goes long when the trend is up and sits in cash during downtrends: This strategy: - **Goes long USO** when the price is above its 50-day SMA (uptrend) AND the 14-day RSI is above 40 (not in extreme weakness) - **Holds cash** when either condition fails — the DynamicRebalance sells USO and the portfolio sits in cash - **Checks daily** (`DaysSinceStrategyFired >= 1`) to respond quickly to changing conditions - **Captures sustained up-trends** while avoiding the bearish periods the research identified (OPEC+ supply increases, IEA demand contraction, Fed's cooling outlook) - **Benefits from backwardation** during uptrends (positive roll yield) while avoiding the decay during downtrends Would you like me to backtest this strategy to see how it would have performed historically?
User: Backtest the USO Trend-Following Strategy portfolio (ID: 6a51357acd4ec6c756e24f29) from 2020-01-01 to 2026-07-10, daily interval, initialValue 25000, baselineAsset USO buy-and-hold, generateEvents false.
User: Read backtest 6a513587cd4ec6c756e25189 — return total percent change, Sharpe ratio, Sortino ratio, max drawdown, number of trades, and comparison vs baseline USO buy-and-hold for the period 2020-01-01 to 2026-07-10.
Aurora: ## USO Trend-Following Strategy — Backtest Analysis **Evaluation Window:** 2020-01-01 to 2026-07-11 (2,384 days) **Baseline:** USO Buy-and-Hold --- ### 1. Performance Summary | Metric | Strategy (USO Trend-Following) | Baseline (USO Buy-and-Hold) | Difference | | :--- | :---: | :---: | :---: | | **Total Return** | **+20.71%** | **+8.85%** | **+11.86% Alpha** | | **Annualized Return** | +2.92% | +1.31% | +1.61% | | **Sharpe Ratio** | 0.18 | 0.21 | -0.03 | | **Sortino Ratio** | 0.26 | 0.28 | -0.02 | | **Max Drawdown** | **-63.73%** | **-83.98%** | **-20.26% better** | | **Win Rate** | 49.15% | N/A | — | | **Profit Factor** | 3.85 | N/A | — | | **Number of Trades** | ~1,574 (implied by avgTradePnl) | 0 | — | --- ### 2. Key Observations **The strategy significantly outperformed the baseline on total return and drawdown:** - **Total Return:** The strategy returned **+20.71%** over the 6.5-year period, compared to just **+8.85%** for a simple buy-and-hold of USO. This represents an **alpha of +11.86%**. - **Max Drawdown:** The strategy's maximum drawdown was **-63.73%**, which is substantially better than the baseline's **-83.98%** — a **20.26 percentage point improvement**. This confir…
User: Read backtest 6a513587cd4ec6c756e25189 — return total percent change, Sharpe ratio, Sortino ratio, max drawdown, number of trades, and comparison vs baseline USO buy-and-hold for the period 2020-01-01 to 2026-07-10.
Aurora: ## USO Trend-Following Strategy — Backtest Analysis **Evaluation Window:** 2020-01-01 to 2026-07-11 (2,384 days) **Baseline:** USO Buy-and-Hold --- ### 1. Performance Summary | Metric | Strategy (USO Trend-Following) | Baseline (USO Buy-and-Hold) | Difference | | :--- | :---: | :---: | :---: | | **Total Return** | **+20.71%** | **+8.85%** | **+11.86% Alpha** | | **Annualized Return** | +2.92% | +1.31% | +1.61% | | **Sharpe Ratio** | 0.18 | 0.21 | -0.03 | | **Sortino Ratio** | 0.26 | 0.28 | -0.02 | | **Max Drawdown** | **-63.73%** | **-83.98%** | **-20.26% better** | | **Win Rate** | 49.15% | N/A | — | | **Profit Factor** | 3.85 | N/A | — | | **Number of Trades** | ~1,574 (implied by avgTradePnl) | 0 | — | --- ### 2. Key Observations **The strategy significantly outperformed the baseline on total return and drawdown:** - **Total Return:** The strategy returned **+20.71%** over the 6.5-year period, compared to just **+8.85%** for a simple buy-and-hold of USO. This represents an **alpha of +11.86%**. - **Max Drawdown:** The strategy's maximum drawdown was **-63.73%**, which is substantially better than the baseline's **-83.98%** — a **20.26 percentage point improvement**. This confir…
User: ## Final Report: USO Trend-Following Strategy Analysis ### 1. Research & Market Context Based on a comprehensive analysis of USO (United States Oil Fund) and the energy market as of July 10, 2026: - **Market Structure:** USO is currently in **backwardation**, which provides a positive roll yield (bullish for the fund's internal mechanics). - **Supply/Demand:** OPEC+ is unwinding production cuts (+2.3M b/d in June), and US shale production remains stable at ~13.4M b/d. However, the IEA forecasts a **demand contraction of ~1.1M b/d in 2026** — the first annual decline since the pandemic. - **Geopolitics:** Renewed U.S.-Iran military strikes in the Strait of Hormuz have pushed oil prices up this week (~5% weekly gain), but the market views the conflict as contained. - **Technical Picture:** WTI crude was recently **rejected at the 200-day SMA (~$73.35)**, and USO's RSI is below 50, signaling bearish near-term momentum despite the geopolitical floor. ### 2. Strategy Design I built a **DynamicRebalance** strategy for USO based on these conclusions. The goal was to capture sustained uptrends while moving to cash during the bearish periods identified by the IEA and the Fed: - **Entry Rul…
Aurora: ## Final Report: USO Trend-Following Strategy Analysis ### 1. Research & Market Context Based on a comprehensive analysis of USO (United States Oil Fund) and the energy market as of July 10, 2026: - **Market Structure:** USO is currently in **backwardation**, which provides a positive roll yield (bullish for the fund's internal mechanics). - **Supply/Demand:** OPEC+ is unwinding production cuts (+2.3M b/d in June), and US shale production remains stable at ~13.4M b/d. However, the IEA forecasts a **demand contraction of ~1.1M b/d in 2026** — the first annual decline since the pandemic. - **Geopolitics:** Renewed U.S.-Iran military strikes in the Strait of Hormuz have pushed oil prices up this week (~5% weekly gain), but the market views the conflict as contained. - **Technical Picture:** WTI crude was recently **rejected at the 200-day SMA (~$73.35)**, and USO's RSI is below 50, signaling bearish near-term momentum despite the geopolitical floor. ### 2. Strategy Design I built a **DynamicRebalance** strategy for USO based on these conclusions. The goal was to capture sustained uptrends while moving to cash during the bearish periods identified by the IEA and the Fed: - **Entry Rul…