10k-digest
Deep-read a 10-K annual report and output a structured markdown digest — abstract, section summaries, key metrics, and sourced…
Analyze US economic indicators and their impact on markets
$ npx -y skills add yennanliu/investskill --skill economics-analysis --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/economics-analysisContext preview
The summary Claude sees to decide when to auto-load this skill.
Analyze US economic indicators and their impact on markets
description: Analyze US economic indicators and their impact on markets
Before running any analysis, retrieve the latest release of every indicator you use:
1. **Fetch current readings** — use web search or ask the user for the latest value and release date of each indicator (FRED, BLS, BEA, ISM, the Fed). Never assume a reading from training data; indicators are revised and re-released on a schedule. 2. **Confirm key figures** — the policy rate, the 2s10s spread, the latest CPI/PCE, payrolls and unemployment, and PMI, each with its release date. 3. **State your data source** — fill in the `Data & Sources` header (next section) so the origin, as-of date, retrieval path, and confidence of every figure are explicit at the top of the output. 4. **Flag stale data explicitly** — if live data is unavailable, display this warning before proceeding:
> ⚠️ **Live data unavailable.** The following analysis uses training-data estimates which may be significantly out of date. Verify all prices and metrics before making any decisions.
Never silently substitute training-data estimates for current prices. When in doubt, ask the user to paste the latest release.
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The first thing in the output is this provenance block, filled in — never left as placeholders. It is the standard documented on the [Data & Accuracy](https://yennanliu.github.io/InvestSkill/data-and-accuracy.html) page and the first thing `result-validator` looks for:
Data & Sources As of: <date the figures represent, e.g. 2026-06-30> Source: <primary docs — SEC EDGAR 10-K/10-Q, company IR, FRED, exchange data …> Retrieval: <pasted by user | web/tool retrieval | model memory> Confidence: <HIGH | MEDIUM | LOW>
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Analyze US economic conditions and their implications for investment decisions.
1. **Growth Indicators**
2. **Inflation Metrics**
3. **Monetary Policy**
4. **Market Sentiment**
5. **Fiscal Policy**
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| Spread | Definition | Current | 1-Year Avg | 10-Year Avg | Signal | |---------|-------------------------------------|---------|------------|-------------|--------| | 2s10s | 10yr Treasury minus 2yr Treasury | | | | | | 3M10Y | 10yr Treasury minus 3-Month T-Bill | | | | | | 5s30s | 30yr Treasury minus 5yr Treasury | | | | |
**3M10Y is the historically strongest recession predictor** (NY Fed model is based on this spread).
| Shape | Description | Economic Implication | |-----------------|-------------------------------------------------|-------------------------------------------------------| | Normal (Steep) | Long-term rates well above short-term rates | Healthy growth expectations, bank margins expanding | | Flat | Short and long-term rates near parity | Late-cycle signal, growth slowing, Fed near peak | | Inverted | Short-term rates above long-term rates | Recession warning — markets pricing in rate cuts ahead| | Bear Steepening | Both ends rise, long end rises faster | Inflation concern, term premium expanding | | Bull Steepening | Both ends fall, short end falls faster | Cutting cycle underway, growth relief expected |
Historical precedent for 3M10Y inversion:
| Inversion Duration | Historical Recession Lead Time | |--------------------|-------------------------------| | < 3 months | Unreliable signal | | 3–6 months | 12–18 months typically | | 6–12 months | 6–15 months typically | | > 12 months | High confidence; within 12 months |
**Rule of thumb**: Yield curve uninversion (re-steepening after inversion) is often the more immediate warning — recession tends to arrive shortly after the curve re-steepens from inversion.
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