india-market-intelligence

Comprehensive India-focused market intelligence tool that fetches real-time data on NIFTY, SENSEX, global indices, market news, geopolitical events, and prov...

Security Scan

The skill's code, instructions, and resource access are consistent with a market‑intelligence tool that fetches public market data and RSS news — nothing in the bundle requests unrelated credentials, installs arbitrary binaries, or attempts to exfiltrate data.

Purpose & Capability

Name/description match the included assets: two Python scripts implement market data fetching (yfinance), RSS/news aggregation and analysis; declared data sources (Yahoo, Moneycontrol, Economic Times) align with code.

Instruction Scope

SKILL.md directs running the included Python scripts and the scripts' runtime steps use only public web APIs/RSS feeds and yfinance. The instructions don't ask the agent to read unrelated files, request secrets, or transmit data to unexpected endpoints.

Install Mechanism

No install spec; skill is instruction‑only with Python scripts. Dependencies are standard Python packages (yfinance, requests, feedparser, bs4, pandas, rich, numpy) and are appropriate for the stated functionality. Nothing is downloaded from an unknown/shortened URL or written by an installer.

Credentials

No required environment variables, no credentials, and no config paths are requested. The scripts perform network calls to public RSS and yfinance endpoints only, which is proportionate to a market/news aggregator.

Persistence & Privilege

Skill does not request permanent/always-on presence (always: false) and does not modify other skills or system configurations. It runs on demand and has no special privileges.

Assessment

This skill appears coherent with its stated purpose, but review these practical points before installing: 1) It fetches data from public web sources (yfinance and RSS feeds) — ensure this is allowed by your environment/network policies and respect API rate limits/terms of service. 2) The scripts make outbound network calls; run them in an environment where network access is acceptable (avoid running as a privileged system user). 3) The tool provides analysis and trading suggestions — treat outputs as informational, not financial advice. 4) If you require stricter safety, inspect the two Python files locally (they are included) and run them in an isolated environment (container/VM) to validate behavior and expected network calls.

Global Market Intelligence

This skill provides comprehensive market intelligence by fetching real-time global market data, financial news, geopolitical events, and delivering actionable insights for Indian and global stock markets.

Features

• Global Market Indices: Real-time data for major indices (NIFTY, SENSEX, S&P 500, NASDAQ, Dow Jones, FTSE, Nikkei, Hang Seng, DAX, etc.)
• Market News: Aggregated news from trusted sources (Yahoo Finance, Bloomberg, Moneycontrol, Financial Times)
• Geopolitical Events: Monitoring of events that impact markets (elections, wars, trade policies, central bank decisions)
• Market Analysis: AI-powered insights on Indian stock market and global outlook
• Sector Analysis: Performance tracking across major sectors
• Currency & Commodities: Track major forex pairs and commodities (Gold, Oil, etc.)

Commands

1) Complete Market Intelligence (all) ⭐⭐⭐ SUPER COMMAND

Execute ALL available commands in one go for complete market intelligence with advanced analytics.

uv run --script scripts/market_analysis.py all

This super command provides 9 comprehensive sections:

📊 Section 1: Global Market Overview

• All major indices (US, Europe, Asia, India)
• Commodities (Gold, Silver, Oil)
• Currencies (USD/INR, EUR/USD)
• Market sentiment indicators

🇮🇳 Section 2: Indian Market Analysis

• NIFTY 50 & SENSEX performance with 30-day price charts
• Top gainers/losers
• Trend strength analysis (MA5, MA20, MA50)
• Visual ASCII charts showing price movement

🎯 Section 3: Probability & Technical Analysis (NEW!)

• Probability predictions (Bullish/Bearish percentages)
• RSI (Relative Strength Index) with buy/sell signals
• Momentum indicators
• Volatility measurements
• Technical signals for NIFTY, SENSEX, S&P 500

⚠️ Section 4: Risk Assessment Dashboard (NEW!)

• Comprehensive risk score (1-10 scale)
• Visual risk gauge with color coding
• Risk factors identification
• Trading recommendations based on risk level
• Position sizing guidelines

📈 Section 5: Sector Performance

• Indian sector analysis (IT, Banking, Pharma, Auto, etc.)
• Sector rotation insights

🔗 Section 6: Intermarket Analysis

• Stock-Bond correlations
• Dollar strength impact
• Commodity-Stock relationships

🌐 Section 7: Geopolitical Events & VIX

• Central bank decisions
• Political events
• VIX fear index analysis

📰 Section 8: Market News

• Top 5 Indian headlines
• Top 5 Global headlines

💡 Section 9: Market Outlook & Decision Support (NEW!)

• AI-generated market outlook
• Trading Decision Matrix with specific actions
• Strategic recommendations
• Risk management guidelines
• Entry/exit strategies
• Report statistics summary

✨ Advanced Features:

• ✅ ASCII price charts for visual analysis
• ✅ Probability models (Bullish/Bearish %)
• ✅ Risk scoring system (1-10 scale)
• ✅ Technical indicators (RSI, Momentum, Volatility)
• ✅ Trend strength calculation
• ✅ Trading decision matrix
• ✅ Position sizing recommendations
• ✅ Stop loss calculations
• ✅ Real-time risk assessment

⏱️ Execution time: ~20-25 seconds
📊 Best for: Daily morning routine, weekly analysis, complete market overview, trading decisions

💎 Output includes:

• Color-coded tables and charts
• Visual probability bars
• Risk gauge visualization
• Technical indicator summaries
• Actionable trading signals
• Comprehensive decision support

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2) Global Market Overview (overview)

Get a snapshot of all major global indices, commodities, and currencies.

uv run --script scripts/market_analysis.py overview

Output includes:

• Major global indices (US, Europe, Asia)
• Key commodities (Gold, Silver, Crude Oil)
• Major currency pairs
• Market sentiment indicators

3) Indian Market Analysis (india)

Focused analysis on Indian stock market with NIFTY, SENSEX, and major Indian stocks.

uv run --script scripts/market_analysis.py india

Output includes:

• NIFTY 50 & SENSEX performance
• Top gainers/losers
• Sector performance
• FII/DII activity indicators
• Market breadth

4) Market News (news)

Fetch latest market news from multiple trusted sources.

# All market news
uv run --script scripts/market_analysis.py news

# India-specific news
uv run --script scripts/market_analysis.py news --india

# Geopolitical news
uv run --script scripts/market_analysis.py news --geopolitical

# News for specific ticker
uv run --script scripts/market_analysis.py news --ticker AAPL

5) Geopolitical Events (geopolitical)

Monitor geopolitical events impacting markets.

uv run --script scripts/market_analysis.py geopolitical

Tracks:

• Central bank decisions (Fed, ECB, RBI, BoJ)
• Elections and political changes
• Trade wars and tariffs
• Conflicts and regional tensions
• Economic sanctions

6) Comprehensive Report (report) ⭐

Generate a complete market intelligence report with analysis and predictions.

uv run --script scripts/market_analysis.py report

# Focus on specific region
uv run --script scripts/market_analysis.py report --region india
uv run --script scripts/market_analysis.py report --region us
uv run --script scripts/market_analysis.py report --region global

Output includes:

• Global market summary
• Indian market detailed analysis
• Major news headlines
• Geopolitical risk assessment
• Market outlook and predictions
• Trading recommendations

7) Sector Analysis (sectors)

Analyze performance across major sectors.

# Global sectors
uv run --script scripts/market_analysis.py sectors

# Indian sectors
uv run --script scripts/market_analysis.py sectors --india

8) Intermarket Analysis (intermarket)

Analyze correlations between different markets and asset classes.

uv run --script scripts/market_analysis.py intermarket

Analyzes:

• Stock-Bond correlation
• Dollar strength impact
• Commodity-Stock relationships
• Risk-on vs Risk-off sentiment

9) Custom Watchlist (watchlist)

Monitor a custom list of symbols.

uv run --script scripts/market_analysis.py watchlist AAPL MSFT GOOGL INFY.NS TCS.NS NSEI

Index Symbols Reference

Indian Indices

• NSEI - NIFTY 50
• NSEBANK - NIFTY Bank
• BSESN - BSE SENSEX

US Indices

• GSPC - S&P 500
• DJI - Dow Jones Industrial Average
• IXIC - NASDAQ Composite
• RUT - Russell 2000

European Indices

• FTSE - FTSE 100 (UK)
• GDAXI - DAX (Germany)
• FCHI - CAC 40 (France)

Asian Indices

• N225 - Nikkei 225 (Japan)
• HSI - Hang Seng (Hong Kong)
• 000001.SS - Shanghai Composite
• STI - Straits Times Index (Singapore)

Commodities

• GC=F - Gold
• SI=F - Silver
• CL=F - Crude Oil WTI
• BZ=F - Brent Crude

Currencies

• USDINR=X - USD/INR
• DX-Y.NYB - US Dollar Index
• EURUSD=X - EUR/USD

Data Sources

The skill fetches data from:

• Yahoo Finance: Market data, historical prices, real-time quotes
• Financial News: Aggregated from public RSS feeds and APIs
• Economic Calendars: Central bank meetings, earnings reports

Requirements

All dependencies are managed via PEP 723 inline script metadata:

• yfinance - Market data
• pandas - Data processing
• rich - Beautiful terminal output
• requests - News fetching
• beautifulsoup4 - Web scraping
• feedparser - RSS feed parsing

Notes

• Data is fetched in real-time; market hours may affect availability
• News aggregation respects rate limits and ToS of source websites
• Geopolitical events are curated from reliable news sources
• Analysis is AI-assisted and should not be considered financial advice

Disclaimer

⚠️ This tool is for informational purposes only. Not financial advice. Always do your own research and consult with qualified financial advisors before making investment decisions.

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Hindi Note: यह टूल वैश्विक बाजार डेटा, समाचार और भू-राजनीतिक घटनाओं को एकत्रित करके भारतीय और वैश्विक शेयर बाजारों का व्यापक विश्लेषण प्रदान करता है।