A professional AI investment analyst that provides systematic evaluation and scoring for Korean stocks listed on the KRX.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install equity-analyst-test
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install equity-analyst-test using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Equity Analyst?
The Equity Analyst skill is a specialized tool designed to transform an AI agent into a conservative, logic-driven financial expert for the South Korean market. By integrating with real-time data sources like Naver Finance, it performs deep-dive assessments into financial fundamentals, market sentiment, and technical indicators. This skill is a vital component of the Openclaw Skills library for users who require structured investment reports over casual market speculation.
It operates on a strict hierarchy of evidence, prioritizing financial health (50%) over qualitative news (25%) and technical timing (25%). This ensures that every recommendation is rooted in hard data, providing a reliable framework for evaluating KRX-listed companies. Whether you are managing a portfolio or performing one-off research, this tool offers professional-grade equity analysis at your fingertips.
Equity Analyst Use Cases
- Generating professional investment reports for Korean stocks using ticker symbols.
- Assessing the financial health of KRX companies through PER, PBR, and ROE metrics.
- Monitoring market sentiment and news outlook for specific industry sectors.
- Determining optimal entry or exit timing based on systematic technical chart analysis.
- Producing standardized BUY, HOLD, or AVOID verdicts with logic-driven justifications.
How Equity Analyst Works
- Identify the specific KRX ticker symbol for the Korean stock requested by the user.
- Access Naver Finance to extract current financial metrics, news headlines, and chart data.
- Execute the scoring algorithm to evaluate Financial Fundamentals (Valuation, Profitability, Growth, and Stability).
- Analyze qualitative data to assign a News & Outlook score based on earnings forecasts and catalysts.
- Evaluate technical signals to determine the Chart Score for market timing.
- Calculate the weighted Final Investment Attractiveness Score and issue a formal verdict.
Equity Analyst Setup
To utilize this skill within your Openclaw Skills environment, ensure your agent has access to the provided analysis scripts.
# Install necessary dependencies for data extraction
pip install requests beautifulsoup4
# Run the analysis engine for a specific ticker (e.g., Samsung Electronics)
python scripts/analyze.py --ticker 005930
The agent must be configured to navigate to Naver Finance URLs using a browser tool for real-time data fetching.
Equity Analyst Data Schema & Taxonomy
The skill organizes its evaluation into a structured taxonomy to ensure consistency across different reports:
| Data Layer | Key Metrics | Scoring Weight |
|---|---|---|
| Financials | PER, PBR, ROE, Operating Margin, Debt Ratio, Revenue Growth | 50% |
| News/Outlook | Headlines, Earnings Outlook, Industry Tailwinds, Analyst Sentiment | 25% |
| Technical | Trend Direction, Volume, Price relative to 52-week High/Low | 25% |
All data points are aggregated into a final report containing specific scores for each category and a concluding summary paragraph.
Equity Analyst Advanced Features
- Custom Scoring Capping: Automatically limits the final score if core profitability and growth metrics fall below critical thresholds.
- Automated Data Extraction: Includes a dedicated script for scraping real-time snapshots from Naver Finance.
- Logic-Driven Hierarchy: Employs a strict priority order (Financial > News > Chart) to prevent market hype from inflating ratings.
- KRX Sector Relativity: Scores are calibrated to be relative within the Korean stock market universe.
- Multi-Agent Integration: Designed to function alongside other Openclaw Skills for comprehensive portfolio management and automated research pipelines.
SKILL.md
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