findata-toolkit-cn

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A-share financial data toolkit. Provides scripts to obtain real-time A-share market quotes, financial indicators, share increases/reductions by directors, supervisors and senior executives, northbound capital flows, and macroeconomic data (LPR, CPI/PPI, PMI, social financing, M2). Used when real-time A-share market data is required to support investment analysis. All data sources are free and no API key is required.

9installs

Sourcegeeksfino/finskills

Added on2026-02-09

NPX Install

npx skill4agent add geeksfino/finskills findata-toolkit-cn

SKILL.md Content (Chinese)

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Financial Data Toolkit — A-share Market

A self-contained data toolkit that provides real-time financial data and quantitative calculations for the A-share market. All data sources are free and no API key is required.

Installation

Install dependencies (one-time):

bash

pip install -r requirements.txt

Available Tools

All scripts are located in the

scripts/

directory. Run from the skill root directory.

1. A-share Data (

scripts/stock_data.py

)

Obtain A-share fundamentals, market quotes, and financial indicators via AKShare.

Command	Purpose
`python scripts/stock_data.py 600519`	Basic information (Kweichow Moutai)
`python scripts/stock_data.py 600519 --metrics`	Complete financial indicators (valuation, profitability, leverage, growth)
`python scripts/stock_data.py 600519 --history`	Historical OHLCV market quotes
`python scripts/stock_data.py 600519 --financials`	Income statement, balance sheet, cash flow statement
`python scripts/stock_data.py 600519 --insider`	Data on share increases/reductions by directors, supervisors and senior executives
`python scripts/stock_data.py --northbound`	Northbound capital flows (Shanghai Stock Connect/Shenzhen Stock Connect)
`python scripts/stock_data.py 600519 000858 --screen`	Batch screening

2. Macroeconomic Data (

scripts/macro_data.py

)

Obtain Chinese macroeconomic indicators via AKShare.

Command	Purpose
`python scripts/macro_data.py --dashboard`	Complete macroeconomic dashboard
`python scripts/macro_data.py --rates`	Interest rate data (LPR, Shibor)
`python scripts/macro_data.py --inflation`	CPI/PPI data
`python scripts/macro_data.py --pmi`	PMI data (manufacturing/non-manufacturing)
`python scripts/macro_data.py --social-financing`	Social financing scale + M2
`python scripts/macro_data.py --cycle`	Judgment of economic cycle stages

Data Sources

Data Source	Data Content	API Key
AKShare	A-share market quotes, financial data, insider transactions by directors, supervisors and senior executives, northbound capital, macro indicators	Not required

Output Format

All scripts output to standard output in JSON format for easy parsing. Error messages are output to standard error.

Configuration

Optional: Edit

config/data_sources.yaml

to customize rate limits or add API keys for paid data sources.

findata-toolkit-cn

NPX Install

Tags

SKILL.md Content (Chinese)

Financial Data Toolkit — A-share Market

Installation

Available Tools

1. A-share Data (
`scripts/stock_data.py`
)

2. Macroeconomic Data (
`scripts/macro_data.py`
)

Data Sources

Output Format

Configuration

findata-toolkit-cn

NPX Install

Tags

SKILL.md Content (Chinese)

Financial Data Toolkit — A-share Market

Installation

Available Tools

1. A-share Data (scripts/stock_data.py)

2. Macroeconomic Data (scripts/macro_data.py)

Data Sources

Output Format

Configuration

1. A-share Data (
`scripts/stock_data.py`
)

2. Macroeconomic Data (
`scripts/macro_data.py`
)