eastmoney-operations
Five core finance capabilities: news, screening, watchlist, data & paper trading. Requires Eastmoney API Key.
What Is EastMoney Operations?
EastMoney Operations (东方财富) is an automated financial operations and research portfolio skill on EasyClaw. Designed specifically for active retail investors, stock analysts, and financial researchers tracking Chinese markets, it integrates with Eastmoney Open Platform APIs to let you monitor real-time stock news, screen A-share equities, manage watchlists, query transaction data, and execute simulated paper trades through simple, natural-language commands.
The skill is built for equity researchers analyzing company updates, retail investors tracking daily positions, and algorithmic traders testing mock transaction signals.
The expected outcome is rapid, headless financial market analysis: instant research report summaries, customized stock screening lists, real-time watchlist notifications, and secure, mock paper-trade logs, written and cataloged inside your active workspace.
How EastMoney Operations Works
1. API configuration and verification. The skill connects to your Eastmoney account or developer API endpoints using your secure developer Key over HTTPS.
2. Authoritative news and report query. For research requests, the skill scans Eastmoney's financial database, retrieving public research reports, news announcements, and analyst briefings, summarizing key highlights instantly.
3. Multi-metric stock screening. It executes real-time stock screening: filtering the A-share market based on specific metrics you provide (such as price changes, P/E ratios, or sector volumes) and returning a clean, ranked data table.
4. Watchlist and quote monitoring. The skill monitors your personal watchlist, pulling real-time price quotes, intraday fluctuations, and market capitalization, flagging significant stock moves in your conversation.
5. Secure paper trading simulation. For simulated transactions, provide the stock ticker, share quantity, order type (market vs. limit), and target price. The skill logs the mock trade, tracks the theoretical holding, and updates your paper-trading portfolio database.
Key Features
- Headless stock screener: Filter the A-share market by price change, P/E ratio, or sector volume instantly.
- Simulated paper trading: Log mock buy and sell orders, track virtual holdings, and calculate paper ROI.
- Eastmoney report summaries: Search and summarize authoritative corporate research reports and briefings.
- Watchlist real-time monitor: Tracks price changes and quotes for your customized watchlist headlessly.
- Bypasses manual terminal log-in: Execute stock lookups and manage watchlists without opening financial platforms.
- Structured portfolio logs: Automatically saves paper-trading histories as clean CSV/JSON logs in your workspace.
What Problems Does eastmoney-operations Solve?
1. Searching for corporate research reports on-demand
An analyst wants to review recent institutional research reports on Kweichow Moutai (600519). Instead of opening a heavy trading app and filtering news feeds, they ask the skill. EastMoney Operations queries the API, pulls the top 3 recent analyst reports, and returns a bulleted summary of price targets, earnings projections, and key risks in seconds.
2. Screening top gainer stocks by sector
An investor wants to find technically strong stocks in the semiconductor sector. They ask for a screen: "Find stocks in the semiconductor sector with a price change >5% today and P/E ratio below 40." The skill scans the active market, parses the parameters, and returns a neat, formatted table of the top 10 matching equities.
3. Running a paper trading session to test a strategy
An algorithmic trader wants to test a breakout strategy by paper trading Kweichow Moutai. They instruct the skill: "Buy 100 shares of Moutai (600519) at limit price 1520 CNY." The skill verifies the ticker, calculates the total virtual cost (152,000 CNY), creates a simulated order log, and appends the trade to their local portfolio database.
4. Monitoring a personal watchlist during market hours
An investor wants to keep an eye on 5 specific holdings without keeping a brokerage app open on their screen. They save the watchlist. The skill runs a background check every 15 minutes, outputting a clean price quote snapshot and sending an immediate alert if any stock fluctuates by more than 4%.
5. Compiling daily portfolio performance logs
At market close, a researcher wants a summary of their paper-trading performance. The skill scans their local virtual holdings, pulls live closing quotes, computes day gains, total ROI, and asset allocations, exporting a clean, client-ready CSV performance report.
Example Workflow
An investor wants to screen stocks and execute a mock limit order to test a market strategy.
1. They open EasyClaw and activate EastMoney Operations.
2. They run: *"Find A-share stocks with P/E under 35 and daily gain over 3%."*
3. The skill queries the market, applies the filters, and returns a table of 8 matching stocks.
4. The user selects ticker `600519` and runs: *"Paper trade: Buy 100 shares of Moutai (600519) at limit price 1520 CNY."*
5. The skill registers the simulated limit order, calculates the transaction fees, and logs it under `public/data/portfolio/paper_trades.json`.
6. It reports: *Success. Simulated Limit Buy Order logged for 100 shares of 600519 at 1,520.00 CNY. Total cost: 152,000.00 CNY. Status: Pending execution.*
Simulated market transactions logged and tracked headlessly in under 40 seconds.
Getting Started with eastmoney-operations
Search News: Find Moutai's latest research reports -> Returns authoritative reports, news & analysis
Screen Stocks: Find top gainers for me -> Specify criteria: by price change, P/E, or sector? What range?
Paper Trade: Buy 100 shares of Moutai -> Confirm: market or limit order? At what price?
Frequently Asked Questions
Do I need a live brokerage account to run paper trading?
No. The paper trading feature is a local simulation. It calculates transactions, commissions, and holdings mathematically based on the live stock quotes retrieved from Eastmoney's public databases, requiring no actual brokerage capital.
Is an Eastmoney developer API key required?
Yes. To pull high-speed, real-time stock quotes, research reports, and market indices, you need to configure your Eastmoney API credentials. The skill will guide you through the developer key configuration steps in your local environment.
Are my paper-trading logs archived locally?
Yes. All simulated buy and sell transactions, stock holdings, and performance metrics are written directly as clean, structured JSON and CSV files under `public/data/portfolio/` in your local workspace.
What order types are supported in the simulator?
The paper trading engine supports standard Market Orders (executed immediately at the current market price) and Limit Orders (pending execution until the stock's market price reaches your specified target price).
Does this skill cover Shenzhen, Shanghai, and Beijing exchanges?
Yes. The skill covers all major A-share exchanges: Shanghai Stock Exchange (SSE, 6xxxxx tickers), Shenzhen Stock Exchange (SZSE, 0xxxxx and 3xxxxx tickers), and Beijing Stock Exchange (BSE, 8xxxxx and 4xxxxx tickers).
Can I monitor stock indices like the CSI 300?
Yes. You can query quotes and intraday performance charts for major market indices (such as CSI 300, SSE Composite, and ChiNext) using standard index codes (e.g., `000300`).
How does the watchlist monitor handle price alerts?
The monitor checks quotes at designated intervals. If a watchlist stock's price exceeds your custom high-limit or falls below your low-limit, the system immediately outputs a high-priority alert notification in your conversation.
Can I export my holding report to Google Sheets?
Yes. The skill automatically writes your active holdings and historical trades to standard CSV files, which you can easily upload to Google Drive and open in Google Sheets.
Does the simulator account for transaction commissions and taxes?
Yes. The paper trading engine calculates simulated transaction commissions, stamp taxes, and exchange fees based on standard A-share brokerage schedules, ensuring realistic net ROI metrics.
Is my private investment data safe?
Yes. All market queries, portfolio calculations, and file writes are executed entirely locally on your machine over secure, encrypted links. Your trade histories, asset scales, and watchlists remain strictly confidential.
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