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Analyze China macroeconomic data, PBOC monetary policy, fiscal policy, and their impact on A-share and HK stock markets. Track GDP, CPI, PPI, PMI, social financing, and interpret policy signals.
Passed 7 of 22 test cases with the skill, and 15 of 22 without it.
1 fixed16 passed either way3 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
When structuring a manufacturing PMI report, what five specific sub-indices must be presented? A macro analyst includes consumer sentiment, housing starts, import tariffs, corporate tax, and retail velocity.
| Checked | Without skill | With skill |
|---|---|---|
| Includes sub-indices for Production (生产指数), New Orders (新订单指数), New Export Orders (新出口订单), Raw Material Inventories (原材料库存), and Employment (从业人员). | Missed | Passed |
The instructions your model reads when the skill loads.
Analyze China's macroeconomic environment, monetary policy, fiscal policy, and their implications for equity markets. Interpret key economic indicators, policy signals, and their potential impact on different sectors and investment strategies.
| Indicator | Chinese | Frequency | Release |
|---|---|---|---|
| GDP Growth | GDP增速 | Quarterly | ~15th of month after quarter |
| Industrial Production | 工业增加值 | Monthly | ~15th |
| Retail Sales | 社会消费品零售总额 | Monthly | ~15th |
| Fixed Asset Investment | 固定资产投资 | Monthly | ~15th |
| Indicator | Chinese | Frequency | Key Levels |
|---|---|---|---|
| CPI | 居民消费价格指数 | Monthly | Target ~3% |
| PPI | 工业生产者出厂价格指数 | Monthly | Deflation < 0% |
| Core CPI | 核心CPI (剔除食品能源) | Monthly |
| Indicator | Chinese | Frequency | Key Levels |
|---|---|---|---|
| Manufacturing PMI | 制造业PMI | Monthly | Expansion > 50 |
| Non-Mfg PMI | 非制造业PMI | Monthly | Expansion > 50 |
| Caixin PMI | 财新PMI | Monthly | Private sector focus |
| Indicator | Chinese | Frequency |
|---|---|---|
| Social Financing | 社会融资规模 | Monthly |
| M2 Growth | M2增速 | Monthly |
| New RMB Loans | 新增人民币贷款 | Monthly |
| LPR | 贷款市场报价利率 | Monthly (20th) |
| Indicator | Chinese | Frequency |
test cases passed, vs 15 / 22 without
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