| name | macro-liquidity |
| description | Macro liquidity monitoring and risk early-warning system. By tracking 4 core indicators (Fed Net Liquidity, SOFR Overnight Financing Rate, MOVE Treasury Volatility Index, Yen Carry Trade Signals), it provides real-time assessment of liquidity conditions in the global financial system, outputting liquidity ratings and risk response recommendations. When users mention topics such as liquidity, Fed balance sheet reduction (QT), TGA account, reverse repo ON RRP, SOFR rate, MOVE index, Treasury volatility, yen carry trade, USDJPY and interest rate differentials, impact of QT on markets, whether money is tight, liquidity inflection points, tightening financial conditions, etc., this skill should be used. Even if users ask broadly "how is liquidity right now" or "is the Fed draining or injecting liquidity," this skill should be triggered to provide a structured analytical framework. |
| output | {"directory":"~/.openclaw/workspace/output/tech-earnings-deepdive","naming":"{YYYY-MM-DD}_{SYMBOL}_macro.{ext}","formats":["html","md"],"examples":["2026-03-24_AAPL_macro.html","2026-03-24_market_macro.html"],"note":"Sub-skill of tech-earnings-deepdive. All outputs go to the same directory. Default format: HTML."} |
Macro Liquidity Monitoring System
This skill helps you track the most critical "water level" in the global financial system — liquidity. Liquidity can be simply understood as how much money is flowing in the market. When there is plenty of money (ample liquidity), asset prices tend to rise; when money is scarce (tight liquidity), asset prices come under pressure. These 4 indicators cover the complete chain from the Fed's "main faucet" to the market's "end of the pipeline."
Use Cases
Use this skill when users ask the following types of questions:
- How is liquidity right now / Is the Fed injecting or draining liquidity
- What is the SOFR rate trend
- Is Treasury market volatility high
- Will the yen carry trade blow up
- Is the macro environment friendly for risk assets (stocks, crypto)
Analytical Framework
4 Core Monitoring Indicators
For each indicator, use web_search to find the latest data, then evaluate according to the criteria below.
Indicator 1: Fed Net Liquidity
What it is: This is the core formula for measuring how much money the Fed has actually injected into the market:
Net Liquidity = Fed Total Assets - TGA Balance - ON RRP Balance
Breaking down each component:
-
Fed Total Assets (Fed Balance Sheet): The total amount of Treasuries and MBS (Mortgage-Backed Securities) held by the Fed. When the Fed "prints money" to buy bonds → total assets increase → cash is injected into the market. Conversely, "quantitative tightening" (QT) means not reinvesting maturing bonds → total assets decrease → cash is drained from the market. Think of it as "the size of the total water pool."
-
TGA (Treasury General Account): The U.S. Treasury's "bank account" at the Fed. Money received from Treasury bond issuance is deposited here. TGA balance rising = money flowing from the market into the government's account (draining); TGA balance falling = the government is spending, money flowing back to the market (injecting). Think of it as "the government's reservoir — saving is draining, spending is injecting."
-
ON RRP (Overnight Reverse Repurchase): A facility where money market funds and other institutions "park" excess cash at the Fed to earn interest. High ON RRP balance = large amounts of cash sitting at the Fed not entering the market (money is "frozen"); Low ON RRP balance = that money is flowing back into the market. Think of it as "the Fed's parking lot — money parked here is not circulating."
Therefore: The larger the Fed's total assets, the lower the TGA, and the lower the ON RRP → the higher the net liquidity → the more favorable for risk assets.
Search keywords: Federal Reserve balance sheet total assets + Treasury TGA balance + ON RRP balance or search directly for Fed net liquidity
Alert criteria:
- Net liquidity drops > 5% in a single week → 🔴 Alert: Liquidity contracting sharply
- Net liquidity declining slowly but with a clear trend → 🟡 Watch: Gradually tightening
- Net liquidity stable or rising → ✅ Normal: Friendly liquidity environment
Key takeaway: Net liquidity has a strong correlation with risk assets such as the S&P 500 and Bitcoin. The 2022 selloff was largely driven by declining net liquidity. Monitoring weekly trend changes is more important than absolute values.
Indicator 2: SOFR (Secured Overnight Financing Rate)
What it is: The interest rate at which Wall Street institutions "borrow money overnight" from each other. When Bank A needs cash today to settle accounts, it pledges Treasuries as collateral and borrows from Bank B for one day, repaying the next day. This borrowing rate is SOFR.
SOFR has replaced the scandal-plagued LIBOR (London Interbank Offered Rate) and become one of the most important benchmark rates globally. Trillions of dollars in loans, derivatives, and mortgages are priced based on SOFR.
An abnormally elevated SOFR means: Short-term funding in the market is in short supply, and institutions are "scrambling for cash." This is the most direct signal of liquidity stress.
Search keywords: SOFR rate today or secured overnight financing rate latest
Alert criteria:
- SOFR > Fed Funds Rate upper bound + 10bp → 🔴 Alert: Extreme funding stress, similar to the September 2019 "repo crisis"
- SOFR approaching Fed Funds Rate upper bound → 🟡 Watch: Funding conditions tight
- SOFR fluctuating normally within the Fed Funds Rate range → ✅ Normal
Additional note: bp (basis point) = 0.01%. 10bp = 0.1%. So if the Fed Funds Rate upper bound is 5.50%, SOFR exceeding 5.60% warrants caution.
Key takeaway: A sudden spike in SOFR is often a precursor to a liquidity crisis. In September 2019, SOFR surged overnight from 2% to above 5%, forcing the Fed to inject emergency liquidity. Small daily fluctuations are not concerning, but abnormal deviations require close attention.
Indicator 3: MOVE Index (Merrill Lynch Option Volatility Estimate)
What it is: An indicator measuring U.S. Treasury market volatility, similar to the stock market's VIX (fear index), but for the bond market. Compiled by Bank of America Merrill Lynch, it is calculated based on implied volatility of U.S. Treasury options.
Why does bond volatility matter? Because U.S. Treasuries are the "pricing anchor" of the global financial system — the valuation of virtually all other assets is built on Treasury yields. When the Treasury market experiences violent swings, it signals extreme uncertainty about the interest rate outlook, and this uncertainty transmits to all asset classes.
Search keywords: MOVE index today or MOVE bond volatility index
Alert criteria:
- MOVE > 130 → 🔴 Alert: Severe bond market volatility, consider stop-losses or hedging for risk assets
- MOVE 100-130 → 🟡 Watch: Elevated volatility, monitor closely
- MOVE < 100 → ✅ Normal: Bond market relatively calm
Historical reference:
- 2008 Financial Crisis: MOVE briefly exceeded 260
- March 2020 COVID panic: MOVE surged to 160+
- March 2023 Silicon Valley Bank crisis: MOVE reached 180+
- Normal market conditions: MOVE typically ranges between 60-100
Key takeaway: MOVE > 130 is an empirical threshold — when bond market volatility reaches this level, institutional investors are often forced to reduce risk exposure (because Treasuries themselves are no longer safe), leading to selloffs in stocks, crypto, and other risk assets.
Indicator 4: Yen Carry Trade Signals (Yen Carry Trade Monitor)
What it is: The Yen Carry Trade is the world's largest "borrow in low-rate currency, invest in high-yield assets" strategy. The principle is simple:
- Japanese interest rates are extremely low (near 0% for an extended period), so borrowing yen costs almost no interest
- Convert yen to USD (sell yen → yen depreciates → USDJPY rises)
- Use USD to buy higher-yielding assets (Treasuries, U.S. stocks, etc.)
- The profit comes from the "interest rate differential" (U.S. rate - Japan rate)
This strategy has two key monitoring variables:
-
USDJPY (USD/JPY exchange rate): Higher rate = weaker yen = more active carry trade. If the yen suddenly strengthens (USDJPY drops rapidly), carry traders are forced to unwind → sell USD assets → triggering a chain of selloffs.
-
US2Y - JP2Y spread (U.S.-Japan 2-year Treasury spread): This is the "profit source" of the carry trade. The wider the spread, the more profitable the carry, attracting more capital. When the spread narrows, carry attractiveness declines, potentially triggering unwinds.
Search keywords: USDJPY today + US 2 year treasury yield + Japan 2 year bond yield or yen carry trade risk
Alert criteria:
- USDJPY drops > 3% in a single week (yen strengthening sharply) → 🔴 Alert: Carry unwind risk, potential global risk asset selloff
- U.S.-Japan 2-year spread narrows rapidly (> 50bp in a single month) → 🔴 Alert: Carry trade foundation is eroding
- USDJPY gradually weakening + spread narrowing slightly → 🟡 Watch
- USDJPY stable or strengthening + spread maintained → ✅ Normal
Historical case study:
- July-August 2024: Bank of Japan unexpectedly raised rates → yen surged → massive global carry trade unwind → Nikkei 225 plunged 12% in a single day, U.S. stocks and crypto fell in tandem. This is the most prominent recent lesson on carry trade risk.
Key takeaway: The scale of the yen carry trade is estimated at several trillion dollars. When this "hidden leverage" unwinds en masse, the impact far exceeds expectations. Monitoring Bank of Japan policy moves (whether it will raise rates or adjust YCC) is key to anticipating this risk.
Comprehensive Assessment Logic
Tally the status of all 4 indicators:
| Alert Count | Liquidity Rating | Recommended Response |
|---|
| 0 alerts | 🟢 Ample | Friendly liquidity environment, suitable for holding risk assets |
| 1 alert | 🟡 Slightly Tight | Stay vigilant, check stop-loss levels, moderately reduce leverage |
| 2 alerts | 🟠 Tight | Reduce risk exposure by 10-20%, increase cash allocation |
| 3 alerts | 🔴 Dangerous | Significantly reduce risk asset positions, shift to defensive (cash, short-term Treasuries) |
| 4 alerts | 🔴🔴 Crisis Level | Minimize risk exposure, hedge tail risks |
Output Format
Use the following structured template for analysis output:
# 💧 Macro Liquidity Monitoring Report
**Date**: [current date]
## 📊 Indicator Dashboard
| Indicator | Current Value | Status | Signal |
|-----------|--------------|--------|--------|
| Net Liquidity | [value] (Total Assets - TGA - RRP) | [Normal/Watch/Alert] | [brief explanation] |
| SOFR | [rate]% | [Normal/Watch/Alert] | [brief explanation] |
| MOVE Index | [value] | [Normal/Watch/Alert] | [brief explanation] |
| USDJPY / U.S.-Japan Spread | [exchange rate] / [spread]bp | [Normal/Watch/Alert] | [brief explanation] |
### Net Liquidity Breakdown
- Fed Total Assets: $[X] trillion
- TGA Balance: $[X] billion
- ON RRP Balance: $[X] billion
- **Net Liquidity**: $[X] trillion (weekly change: [+/-X]%)
## 🚦 Overall Rating
**Liquidity Status**: [Ample / Slightly Tight / Tight / Dangerous / Crisis Level]
**Number of Alerts**: [X] / 4
## 💼 Response Recommendations
[Provide specific recommendations based on the rating, differentiated by asset class:]
- U.S. stock position recommendations
- Crypto asset position recommendations
- Whether hedging is needed and recommended hedging tools
## 🔮 Forward-Looking Observations
[Based on search results, highlight events in the next 1-4 weeks that may impact liquidity:]
- Fed policy meeting / QT plan adjustments
- Treasury issuance plans (impact on TGA)
- Bank of Japan policy meetings
- Large-scale Treasury maturities/auctions
## ⚠️ Disclaimers
- Liquidity indicators are better suited for medium-term (weekly/monthly) trend assessment
- A single indicator briefly showing anomalies does not constitute an action signal; comprehensive assessment is needed
- Net liquidity data typically has a 1-2 day lag
- The macro environment is complex; liquidity is only one of many factors affecting asset prices
- The above analysis is for reference only and does not constitute investment advice
Execution Steps
- Use web_search to find the latest Fed balance sheet data (total assets, TGA, ON RRP)
- Search for the latest SOFR rate and Fed Funds Rate range
- Search for the latest MOVE index reading
- Search for the USDJPY exchange rate and U.S.-Japan 2-year Treasury spread
- Evaluate the status of each indicator one by one
- Tally the number of alerts and determine the overall rating
- Search for key events calendar for the coming weeks
- Generate the report using the output template and include data source links
Important Reminders
- The three components of net liquidity need to be searched separately; the New York Fed and Treasury websites usually have the latest data
- SOFR data is published daily by the New York Fed and can be obtained from newyorkfed.org
- The MOVE index can be found on TradingView or in financial news
- Japanese government bond yields may require searching the Bank of Japan or Japan's Ministry of Finance data
- If the latest value for any data point cannot be found, note the most recently available data and its date
- All recommendations are for reference only and do not constitute investment advice
