A comprehensive financial analysis tool that automates stock data fetching, technical indicator computation, and visual charting for A-share, HK, and US markets.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install stock-kline-analysis
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 stock-kline-analysis 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 Stock K-Line Analysis & Technical Indicator Agent?
The stock-kline-analysis skill is a specialized tool for Openclaw Skills designed to provide developers and traders with instant, high-fidelity market insights. By simply providing a stock name or ticker, the skill triggers a complex workflow that auto-detects the relevant exchange and retrieves multi-timeframe K-line data. It synthesizes technical price action with fundamental valuation metrics to deliver a professional-grade summary.
Built for the Openclaw Skills ecosystem, this skill leverages the AkShare API to process daily, weekly, and monthly data. It doesn't just show prices; it interprets momentum, identifies support and resistance levels, and overlays macro-economic risks, making it an essential asset for anyone building AI-driven financial agents or automated trading research pipelines.
Stock K-Line Analysis & Technical Indicator Agent Use Cases
- Perform automated technical analysis for specific stocks like AAPL or 600519 using Openclaw Skills.
- Compare multiple securities side-by-side using relative strength ranking and volatility-adjusted returns.
- Generate 4-panel technical charts including Bollinger Bands, MACD, and RSI for visual trend confirmation.
- Calculate precise ATR-based stop-loss levels and position sizing for risk management.
- Screen for Bollinger Band squeezes and potential volatility breakouts in individual stocks.
How Stock K-Line Analysis & Technical Indicator Agent Works
- Identifier Resolution: The agent analyzes the input string to auto-detect the market (Shanghai, Shenzhen, HK, or US) using regex patterns.
- Multi-Timeframe Fetching: It retrieves 6 months of daily data, 1 year of weekly data, and 3 years of monthly data to ensure trend alignment.
- Technical Computation: The skill calculates core indicators including Moving Averages (5/20/60), Bollinger Bands, MACD, RSI-14, and ATR-14.
- Visualization: A 4-panel matplotlib chart is generated, plotting price action alongside volume and momentum oscillators.
- Fundamental Integration: It fetches valuation data such as EPS, ROE, and PE (TTM) to provide context beyond the chart.
- Risk & Event Mapping: The skill overlays upcoming earnings dates and macro-economic events to highlight potential volatility triggers.
Stock K-Line Analysis & Technical Indicator Agent Setup
To use this skill within your Openclaw Skills environment, ensure you have the necessary dependencies installed and run the orchestrator script:
# Run a full analysis for a specific stock (e.g., Kweichow Moutai)
python .github/skills/stock-kline-analysis/scripts/run_analysis.py 600519
# Analyze a US stock and save the report to a specific directory
python .github/skills/stock-kline-analysis/scripts/run_analysis.py TSLA --out-dir ./output/finance
Stock K-Line Analysis & Technical Indicator Agent Data Schema & Taxonomy
The skill produces a structured data output and generates visual assets organized as follows:
| Component | Data Points Captured |
|---|---|
| K-Line Metrics | Open, High, Low, Close, Volume (OHLCV) with qfq adjustment. |
| Technical Indicators | MA5/20/60, Bollinger Band Width, MACD Histogram, RSI-14, ATR-14. |
| Valuation Suite | PE (TTM), PB, ROE, Net Profit Margin, Revenue YoY Growth. |
| Risk Metadata | Support/Resistance levels, Trailing Stops, and Industry PE medians. |
| Visual Output | PNG chart file containing 4 panels (Price/BB, Volume, MACD, RSI). |
Stock K-Line Analysis & Technical Indicator Agent Advanced Features
- Multi-Timeframe Confirmation: Automatically cross-references daily, weekly, and monthly trends to identify high-confidence setups.
- Portfolio Relative Strength: Ranks multiple tickers by Sharpe-proxy and return when provided with a list of symbols.
- Event-Aware Risk Overlay: Integrates a macro-economic calendar to flag policy announcements or earnings windows near the current date.
- Automated Stop-Loss Logic: Uses ATR (Average True Range) to calculate mathematical trailing stops and suggest position sizing.
- Market Auto-Detection: Intelligently routes queries to the correct exchange based on ticker length and character type.
SKILL.md
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