iWenCai Stock Screener is a skill by caobingxi that analyzes text, links, files, or keywords to identify beneficial industries and stock market sectors, then queries the iwencai.com stock screening platform to retrieve top-performing stocks in each category. It bridges the gap between qualitative research and quantitative stock screening by automatically translating analytical insights into actionable investment leads exported to structured Excel files.

Key Features

Multi-source input analysis -- Accepts URLs, uploaded files, pasted text, or keywords as input and extracts relevant industry and sector themes from the content.
Focused sector identification -- Identifies 3-5 primary favorable directions rather than producing broad, unfocused recommendations, ensuring actionable specificity.
Automated stock screening -- Queries iwencai.com for each identified sector and retrieves the top 5 stocks per concept with complete data fields.
Structured Excel export -- Generates multi-sheet Excel files organized by industry and concept category, making results easy to review and share.
Resilient processing -- Continues processing remaining queries if individual sector lookups fail, ensuring partial results are still delivered.
Semantic activation -- Triggers automatically when users request sector screening, favorable stock analysis, or concept-based stock selection.

Use Cases

News-driven stock research -- Paste a news article about a new government policy or industry trend and receive a screened list of stocks positioned to benefit from the development.
Supply chain analysis -- Input a company name or product category to identify upstream and downstream supply chain beneficiaries with corresponding stock picks.
Sector rotation strategy -- Analyze market commentary or economic reports to identify rotating sectors and generate screening results for each theme.

How It Works

The skill first analyzes the provided input (web content, documents, or text) to extract core beneficiary themes and industry directions. It then formulates search queries for each identified theme and submits them to iwencai.com, a Chinese financial data screening platform. Results are collected, organized by category, and exported to a multi-sheet Excel workbook.

Getting Started

Install the skill from ClawHub.
Ensure Python is installed along with the
```
pandas
```
and
```
openpyxl
```
packages:
```
pip install pandas openpyxl
```
.
Provide input in the form of a URL, file path, or text describing an industry trend or investment theme.
Review the generated Excel file containing top stock picks organized by sector.

Note: This skill is primarily designed for the Chinese A-share market and queries iwencai.com, which provides data in Chinese. Users should be familiar with Chinese stock market conventions.

iWenCai Stock Screener

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Key Features

Use Cases

How It Works

Getting Started

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