A professional-grade AI agent skill for analyzing Korean stocks using a rigorous financial-first evaluation framework.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install equity-analyst
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 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 transforms your AI agent into a sophisticated investment researcher specialized in the Korean stock market (KRX). By integrating real-time data from Naver Finance, this Openclaw Skills extension performs deep dives into financial fundamentals, news sentiment, and technical chart patterns.
This skill follows a conservative, logic-driven methodology that prioritizes hard financial data over market hype. It ensures that users receive objective Investment Attractiveness Scores (0-100) based on a weighted framework where financial stability and profitability carry the most significant influence on the final verdict.
Equity Analyst Use Cases
- Perform detailed fundamental analysis for specific Korean stock tickers such as Samsung Electronics (005930) or SK Hynix (000660).
- Generate systematic investment recommendations (BUY, HOLD, or AVOID) supported by rigorous financial reasoning.
- Evaluate company health using multi-year trends in revenue growth, operating margins, and debt ratios.
- Assess market entry timing by combining fundamental strength with technical chart indicators and volume analysis.
How Equity Analyst Works
- Identify the target KRX ticker symbol or company name provided by the user.
- Access Naver Finance to extract real-time financial metrics, recent news headlines, and technical chart data.
- Calculate a Financial Score (50% weight) by evaluating valuation (PER/PBR), profitability (ROE), growth, and stability.
- Determine a News & Outlook Score (25% weight) based on earnings momentum and industry tailwinds.
- Assess a Technical/Chart Score (25% weight) to determine current trend direction and volume characteristics.
- Aggregate all components into a final Investment Attractiveness Score and generate a structured report with a clear verdict.
Equity Analyst Setup
To integrate this skill into your workflow, ensure you have the necessary environment for running the included Python scripts. Openclaw Skills users can initialize the analysis engine using the following steps:
# Install required dependencies for data scraping and analysis
pip install requests beautifulsoup4
# The skill relies on two core scripts:
# 1. scripts/scrape_naver.py - Extracts data from Naver Finance
# 2. scripts/analyze.py - Computes scores based on the evaluation framework
Equity Analyst Data Schema & Taxonomy
The skill organizes stock data into three primary pillars to ensure a balanced and objective evaluation. The data is structured as follows:
| Pillar | Key Metrics | Weight |
|---|---|---|
| Financial Breakdown | PER, PBR, ROE, Operating Margin, Debt Ratio, Revenue Growth | 50% |
| News & Outlook | Recent Headlines, Earnings Outlook, Analyst Sentiment, Industry Trends | 25% |
| Technical/Chart | Trend Direction, Volume, Price Position vs 52-Week High/Low | 25% |
All results are consolidated into a final score (0-100) and mapped to a Verdict Category (BUY, BUY_LEAN, HOLD, or AVOID).
Equity Analyst Advanced Features
- Strict Priority Logic: Ensures that financial fundamentals (Financial > News > Chart) always dictate the core evaluation, preventing technical hype from masking poor value.
- Automated Score Capping: Automatically limits the maximum Financial Score to 50 if both profitability and growth scores fall below critical thresholds.
- Multi-Year Trend Analysis: Evaluates revenue growth trends (e.g., 2024 to 2025 projections) rather than isolated snapshots.
- Real-Time Snapshots: Pulls live data from Naver Finance to provide up-to-the-minute analysis of the KRX universe.
- Structured Reasoning: Generates a concise, logic-driven paragraph for every analysis, maintaining a professional and conservative tone suitable for Openclaw Skills users.
SKILL.md
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