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 skills add jwangkun/claude-for-financial-services-cn --skill china-morning-notegit clone --depth 1 https://github.com/jwangkun/claude-for-financial-services-cnWrote 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/jwangkun/claude-for-financial-services-cn/china-morning-note)<a href="https://agentmods.dev/skills/jwangkun/claude-for-financial-services-cn/china-morning-note"><img src="https://agentmods.dev/badge/skills/jwangkun/claude-for-financial-services-cn/china-morning-note/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jwangkun/claude-for-financial-services-cn/china-morning-note"><img src="https://agentmods.dev/badge/skills/jwangkun/claude-for-financial-services-cn/china-morning-note.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 5.1 | $0.00082 | $0.01881 |
| Opus 5 | $0.00041 | $0.00941 |
| Sonnet 5 | $0.00016 | $0.00376 |
| Haiku 4.5 | $0.00008 | $0.00188 |
Grade A, and why
china-morning-note 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 13d 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 — 228 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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)
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-onlyfor iFind-only mode.
Data Sources (Legacy)
Market Data
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
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.
- 13d ago First seen · 228 lines · 82 tokens per session scan A b954c1459333
china-morning-note is a skill published in the GitHub repository jwangkun/claude-for-financial-services-cn (744 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 82 tokens to every session and 1,881 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 2026-08-30.
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