china-morning-note
The china-morning-note Claude Code skill generates daily pre-market research summaries for Chinese A-share traders and sell-side analysts. It aggregates overnight macro developments, policy announcements, company news, and pre-market sentiment using Wind, iFind, and AkShare data sources, formatted for the typical 7:00-8:30 AM morning meeting structure before market open.
git clone --depth 1 https://github.com/jwangkun/claude-for-financial-services-cn /tmp/china-morning-note && cp -r /tmp/china-morning-note/agent-plugins/china-market-researcher/skills/china-morning-note ~/.claude/skills/china-morning-noteSKILL.md
# china-morning-note
## Purpose
Draft concise **A股晨会纪要/每日策略**, summarizing overnight developments and pre-market sentiment for the Chinese equity market. Designed for the typical Chinese sell-side 晨会 format (typically 7:00-8:30 AM before market open).
## Data Sources (Multi-Tier)
### Tier 0 — 万得 Wind(最全面付费数据)
- 覆盖:A股/港美股/基金/指数/债券/宏观/研报/分析(44个工具)
- MCP 服务:`wind-mcp`(需 `WIND_API_KEY` 密钥,以 `ak_` 开头)
- 优势:全市场覆盖面最广、数据最全面、包含研报和量化分析
- 密钥申请:https://aifinmarket.wind.com.cn/#/home
### Tier 1 - Tonghuashun iFind (paid)
```python
ifind_search_news(query) -> Real-time financial news
ifind_search_trending_news() -> Trending events
ifind_index_data(query) -> Index data
ifind_sector_data(query) -> Sector data
```
### Tier 2 - AkShare / Other (free, fallback)
> Data source mode: `IFIND_DATA_SOURCE_MODE=ifind-only` for iFind-only mode.
## Data Sources (Legacy)
### Market Data
```python
get_market_overview() → Top gainers, losers, most active
get_index_data("000001") → 上证指数
get_index_data("399001") → 深证成指
get_index_data("399006") → 创业板指
get_index_data("000688") → 科创50
get_stock_news(ticker="") → Market headlines
```
### News & Sentiment
| Source | Coverage |
|--------|----------|
| china-news MCP | Stock-specific and market headlines from 东方财富 |
| 财联社 | Real-time financial news |
| 华尔街见闻 | Macro and market news |
| 证券时报 | Regulatory and market news |
| 中国新闻网 / 新华社 | Policy announcements |
### Macro Data (if relevant)
| Data | Source | Frequency |
|------|--------|-----------|
| PMI (制造业/非制造业) | 国家统计局 | Monthly |
| CPI / PPI | 国家统计局 | Monthly |
| Social financing / M2 | 央行 | Monthly |
| FX rate (USD/CNY) | 中国外汇交易中心 | Daily |
| Bond yields (10Y CGB) | 中国债券信息网 | Daily |
| 北向资金 | 沪深港通 | Daily |
| Southbound 南向资金 | 沪深港通 | Daily |
## Workflow
### Step 1: Overnight Developments
**Macro / Policy:**
- 央行 (PBoC) announcements — MLF/LPR rates, RRR cuts, open market operations
- 国务院 / 部委政策 — industry regulations, 产业政策
- 美联储 (Fed) developments — impact on A-share opening
- 外围市场 (overnight markets) — US equities, commodities, FX
**Company news:**
- Earnings releases from prior evening / overnight
- 业绩预告 (earnings preview notices)
- 增减持 (shareholder buy/sell announcements)
- 重大合同 (major contract wins)
- 回购 (share buybacks)
**Format:**
```
【宏观/政策】
- [News item with brief implication]
- [News item with brief implication]
【公司要闻】
- [Company]: [Event] — [Implication]
- [Company]: [Event] — [Implication]
```
### Step 2: Market Preview
**Previous session recap:**
- 上证指数: close, change, volume
- 深证成指: close, change
- 创业板指: close, change, 涨跌家数
- Sector performance: top 3 up/down sectors
- 北向资金: net buy/sell amount, direction
**Overnight markets:**
- 美股三大指数 (Dow, Nasdaq, 中证500) — impact on A-share opening
- Hang Seng Index (港股)
- Commodities: 原油, 铜, 黄金
- USD/CNY: exchange rate movement
### Step 3: Trade Ideas
**2-4 actionable ideas for the day:**
For each idea:
- **方向**: Long / Short / Watch
- **标的**: Company name + ticker
- **逻辑**: Brief thesis (1-2 sentences)
- **催化剂**: Key event to watch
- **风险**: Main risk factor
**Example format:**
```
【今日策略】
1. [方向] [标的]([代码])
逻辑:[简要投资逻辑]
催化剂:[近期催化剂]
风险:[主要风险]
2. ...
```
### Step 4: Key Events Calendar
**Today's events:**
- Earnings releases (A-share companies reporting)
- Economic data releases (CPI, PMI, etc.)
- Policy events (PBoC MLF operations, 国新办发布会)
- Earnings calls (业绩说明会)
- Sector conferences / 策略会
### Step 5: Sector / Thematic Focus
**Sector of the day:**
- What's moving?
- Key drivers (policy, data, sentiment)
- Names to watch within sector
### Step 6: Draft the Note
**Standard A-share morning note format:**
```
【XX证券】A股晨会纪要 [YYYY-MM-DD]
一、市场回顾
[Yesterday's close, sector performance, 北向资金]
二、隔夜外盘与大宗
[Overnight US/Asia markets, commodities, FX]
三、重要资讯
【宏观政策】...
【公司要闻】...
【行业动态】...
四、今日策略
[Trade ideas with rationale]
五、重点事件日历
[Today's scheduled events]
六、风险提示
[Market-wide risks]
```
### Step 7: Delivery
**Tone guidelines:**
- Concise and actionable
- Opinionated but evidence-based
- Flag high-conviction ideas vs. lower-conviction
- Include risk management notes (止损位, 仓位建议)
**Typical length:**
- 300-600 words for daily note
- 800-1,500 words for weekly strategy piece
## China-Specific Morning Context
### Market Mechanics
| Item | A-share Convention |
|------|-------------------|
| Pre-market | No formal pre-market; some dark pools |
| Opening | 9:30 AM (集合竞价 9:15-9:25) |
| Closing | 3:00 PM (集合竞价 14:57-15:00) |
| Lunch break | 11:30 AM - 1:00 PM |
| Trading limits | ±10% (main), ±20% (创业板/科创板), ±30% (ST) |
### Common A-share Themes
- **政策市** (policy-driven market) — government announcements move markets
- **存量博弈** (capital rotation) — limited new money, sector rotation
- **北向资金** (Northbound flows) — tracked as sentiment indicator
- **两融余额** (margin balances) — leverage indicator
- **龙虎榜** (Dragon-Tiger list) — unusual activity names
- **涨跌停** — limit-up/limit-down stocks (market momentum)
### Common Catalysts in A-share
- 央行公开市场操作 (PBoC open market operations)
- LPR报价 (Loan Prime Rate announcements)
- PMI数据 (monthly PMI releases)
- 季报/年报窗口 (earnings season: Apr, Aug, Oct)
- 重要会议 (重要会议: 政治局会议, 中央经济工作会议)
- 行业监管政策 (sector regulation: 集采, 反垄断, etc.)
- 外资流入 (foreign inflow via 沪深港通)
## Quality Checks
Before delivering:
- [ ] Market data current and accurate
- [ ] Overnight developments captured
- [ ] Trade ideas actionable and time-relevant
- [ ] Event calendar complete
- [ ] Risk factors included
- [ ] Tone appropriate for morning meeting formatThree-statement financial model for A-share stocks. Adapts the standard 3-statement-model methodology for Chinese accounting standards (CAS), Chinese GAAP differences, and AkShare-sourced financials. Use instead of the original 3-statement-model skill when building integrated IS/BS/CF models for Chinese listed companies.
Build accrual schedules for A-share fund administration. Tracks revenue recognition, expense accruals, and working capital timing for fund accounting. Adapted from the original accrual-schedule skill for fund accounting standards. Triggers on "基金应计项目", "应计计提基金", "accrual schedule fund", "NAV accruals", or "accruals [fund]".
Audit financial models and Excel workbooks for A-share analysis. Adapts the original audit-xls skill for Chinese financial modeling standards, CAS conventions, and A-share-specific checks. Triggers on "A股模型审计", "财务模型核查", "audit model China", "audit xlsx", "模型QC", or "check model [company]".
Forensic financial analysis for A-share fund holdings and portfolio companies. Adapts the original break-trace skill for fund administration context and Chinese market standards. Triggers on "基金持仓核查", "持仓异常", "forensic fund analysis China", "持仓质量分析", or "investigate [fund] holdings".
Track upcoming catalysts for A-share coverage universe — earnings dates, regulatory announcements, sector conferences, product launches, and policy events relevant to Chinese equities. Adapted from the original catalyst-calendar skill for A-share market conventions. Triggers on "A股催化剂日历", "事件日历", "财报日历", "earnings calendar A-share", "upcoming catalysts China", or "what's coming up for [company]".
Clean and normalize A-share financial data for modeling. Adapts the original clean-data-xls skill for Chinese financial statements, CAS conventions, and A-share data formats. Triggers on "A股数据清洗", "财务数据清洗", "clean financial data China", "数据清洗", or "normalize financial statements".
Comparable company analysis for A-share equities. Adapts the original comps-analysis skill for Chinese market data sources, A-share trading multiples, and domestic peer selection. Triggers on "A股可比公司", "可比分析", "comps China", "peer comparison A-share", "可比公司分析", or "trading comps [industry]".
Comparable company analysis for A-share stocks. Uses AkShare MCP to build peer groups, pull financial data, compute valuation multiples (PE, PB, PS), and assess relative value within a Chinese industry sector.