Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/nicepkg/ai-workflow/china-macro-analystnpx skills add nicepkg/ai-workflow --skill china-macro-analystgit clone --depth 1 https://github.com/nicepkg/ai-workflowWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/nicepkg/ai-workflow/china-macro-analyst)<a href="https://agentmods.dev/skills/nicepkg/ai-workflow/china-macro-analyst"><img src="https://agentmods.dev/badge/skills/nicepkg/ai-workflow/china-macro-analyst.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00081 | $0.02465 |
| Opus 5 | $0.00041 | $0.01233 |
| Sonnet 5 | $0.00016 | $0.00493 |
| Haiku 4.5 | $0.00008 | $0.00247 |
Grade A, and why
china-macro-analyst scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 314 lines — stays where its author put it; the contents beside it link to each section on GitHub.
中国宏观分析 (China Macro Analyst)
Overview
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.
Key Economic Indicators
Growth Indicators
| 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 |
Price Indicators
| 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 |
Activity Indicators
| 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 |
Financial Indicators
| 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) |
External Indicators
| Indicator | Chinese | Frequency |
|---|---|---|
| Exports | 出口 | Monthly |
| Imports | 进口 | Monthly |
| Trade Balance | 贸易顺差 | Monthly |
| FX Reserves | 外汇储备 | Monthly |
| RMB Exchange Rate | 人民币汇率 | Daily |
Data Sources
Official Sources:
- 国家统计局 (stats.gov.cn) - GDP, CPI, PPI, Industrial Production
- 中国人民银行 (pbc.gov.cn) - Monetary data, interest rates
- 海关总署 (customs.gov.cn) - Trade data
- 财政部 (mof.gov.cn) - Fiscal data
Search Strategy:
- "[指标名称] [月份]" e.g., "中国CPI 12月"
- "央行 [政策类型]" e.g., "央行降准"
- "[行业] 政策" e.g., "房地产政策 最新"
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 314 lines · 81 tokens per session scan A ddfd7c6e8df1
china-macro-analyst is a skill published in the GitHub repository nicepkg/ai-workflow (282 stars, last pushed 7mo ago), licensed MIT. It adds 81 tokens to every session and 2,465 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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