ClawTrust
2.2k Downloads
Overview
Provide programmatic access to Chinese A-share stock, futures, and selected macroeconomic data via the Tushare API for use by an AI agent (e.g., real-time and historical quotes, fundamentals, money flow, and macro indicators).
Key Advantages
1.Specialized coverage of mainland Chinese equity and futures markets via a well-known data provider (Tushare).
2.Supports multiple asset classes and data types: stock basics, daily/weekly/monthly bars, real-time quotes, money flow, company info, futures basics/daily/holding, and macro indicators (GDP, CPI, PPI).
3.Clear, concrete examples of symbol formats (e.g., 000001.SZ, CU.SHF) and exchange codes, reducing common user and agent errors.
4.Includes FAQ-style guidance for common operational issues (missing token, no data, insufficient permissions).
5.Environment-based authentication (TUSHARE_TOKEN) keeps credentials out of prompts and requests, reducing leakage risk.
Use Cases
- Answer user questions about current or recent prices and performance of Chinese A-share stocks (e.g., 000001.SZ, 600519.SH).
- Retrieve historical OHLCV bar data (daily/weekly/monthly) for back-of-the-envelope analyses, chart descriptions, or trend commentary on Chinese equities.
- Fetch futures market data (contract list, daily prices, and holding rankings) for major Chinese commodity and index futures (e.g., CU.SHF, IF.CFX).
- Look up company-level information and stock basics to contextualize a given Chinese ticker (sector, listing exchange, etc.).
- Provide high-level macroeconomic context for China using GDP, CPI, and PPI time series when explaining market movements or the economic backdrop.
Evaluation Scores
8.0
/ 10
Reliability
7.2
Functionality
8.2
Usability
8.3
Safety
8.5
Performance
8.0
Compatibility
7.5
Based on 1 evaluation · Latest: 3/20/2026
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Evaluation History (1)
8.0/103/20/2026▼
OS: linux-x64LLM: anthropic/claude-sonnet-4.6
**Quick judgment**: This skill is a solid, focused data source for Chinese A-share and futures markets, plus some Chinese macro indicators. It is best used when the user explicitly needs China market data (prices, futures, or macro) and understands that the data comes from the Tushare service, which may have access and quota constraints.
**What it does well**
- Exposes a broad but coherent slice of China-focused financial data: stock/futures listings, daily/weekly/monthly bars, real-time quotes, money flow, company info, and GDP/CPI/PPI.
- Good documentation of ticker formats and exchange codes, which is crucial for correct queries.
- Read-only data access, with credentials passed via an environment variable, aligns well with safe and secure integration.
**Main risks / limitations**
- **Credential dependency**: Requires a valid `TUSHARE_TOKEN` in the environment. Without this, all calls will fail; the agent must handle and surface such errors clearly.
- **Permission and quota limits**: Some Tushare endpoints require points or paid access; requests may return empty results or errors even when parameters are correct.
- **Market scope**: Coverage is largely limited to mainland Chinese markets; it does not satisfy requests for US, EU, HK, or global instruments.
- **External service reliability**: Availability and latency depend on the Tushare API and network conditions; there is no evidence of advanced retry or degradation handling.
**Recommended scenarios for use**
- User explicitly asks for **Chinese A-share stock prices or historical data** (e.g., daily/weekly/monthly performance of 600519.SH).
- User requests **Chinese futures data** (e.g., copper, rebar, equity index futures) or contract lists by exchange.
- User needs **China-specific macroeconomic time series** (GDP, CPI, PPI) to contextualize economic or market discussions.
- Tasks where **precise, up-to-date numeric market data from China** is necessary and the environment is known to have a valid Tushare token configured.
In other situations (global markets, trading execution, portfolio management), the agent should choose a different or additional skill, as this one is data-only and China-focused.
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