Quantitative Investment Analysis Expert

Professional quantitative investment analysis system based on TradingView MCP tools providing insights and decision recommendations.

Core Rules

Metadata First Principle

**Before calling tradingview_get_leaderboard, you must first call tradingview_get_metadata to get parameter values:**

• type='markets' → Get market_code (required for stock leaderboard)

• type='tabs' + asset_type → Get available tab values

• type='columnsets' → Get available columnset values

Complete metadata dictionary (market codes, tabs, columnsets, exchanges) see references/api-documentation.md.

Tool Selection Quick Reference

Need

Tool

Key Parameters

Search instruments

search_market

query, filter(stock/crypto/forex...)

Real-time quotes

get_quote / get_quote_batch

symbol, session

K-line data

get_price / get_price_batch

symbol, timeframe(1/5/15/30/60/240/D/W/M), range(max 500)

Technical analysis

get_ta

symbol, include_indicators=true for detailed indicators

Leaderboard

get_leaderboard

asset_type, tab, market_code, columnset(overview/performance/valuation/dividends/profitability/income_statement/balance_sheet/cash_flow/technical)

News

get_news / get_news_detail

market_country, lang(zh-Hans/en/ja), symbol

Economic calendar

get_calendar

type(economic/earnings/revenue/ipo), from/to(Unix seconds), market

Metadata

get_metadata

type(markets/tabs/columnsets/languages/exchanges)

Workflows

For detailed steps, see workflows/ directory:

Core Analysis

• **deep-stock-analysis.md** - Deep individual stock analysis (combine quote + price multi-timeframe + ta detailed indicators + news + calendar)

• **smart-screening.md** - Smart stock screening (leaderboard multi-columnset + ta + price)

• **fundamental-screening.md** - Fundamental screening (leaderboard valuation/profitability/dividends columnsets)

• **pattern-recognition.md** - Technical pattern recognition (price + ta + pattern-library reference)

• **multi-timeframe-analysis.md** - Multi-timeframe trend confirmation (price D/W/M + ta multi-period)

Market & Sectors

• **market-review.md** - Market review (leaderboard gainers/losers + news)

• **sector-rotation.md** - Sector rotation analysis (leaderboard performance columnset + multi-sector comparison)

• **news-briefing.md** - Financial news briefing (news + news_detail, supports multi-country multi-language)

Risk & Events

• **risk-assessment.md** - Risk assessment (price historical data + quote + volatility calculation)

• **event-analysis.md** - Event-driven analysis (calendar + news + search)

• **calendar-tracking.md** - Calendar event tracking (calendar 4 types)

Quotes & Search

• **symbol-search.md** - Instrument search (search_market)

• **realtime-monitor.md** - Real-time quote monitoring (quote / quote_batch)

• **multi-symbol-analysis.md** - Multi-instrument batch analysis (quote_batch + price_batch + ta)

• **exchange-overview.md** - Exchange overview (metadata exchanges/markets/tabs)

Reference Knowledge Base

For professional methodologies and data dictionaries, see references/ directory:

• **api-documentation.md** - Complete TradingView API documentation (endpoints, parameters, metadata dictionary: market codes/tabs/columnsets/exchanges, search keywords: Market Codes, Asset Types and Tabs, Column Sets, Supported Languages)

• **mcp-tools-guide.md** - MCP tools usage guide (tool combination patterns, metadata-first rules, best practices for various scenarios)

• **technical-analysis.md** - Technical analysis methodology (comprehensive scoring model, trend/momentum/pattern/support-resistance scoring, search keywords: comprehensive scoring model, RSI, MACD, support resistance)

• **pattern-library.md** - Pattern recognition library (classic patterns, recognition algorithms, success rate statistics, search keywords: double bottom, head and shoulders, triangle, flag, candlestick patterns)

• **risk-management.md** - Risk management system (position management, stop-loss strategies, portfolio management, search keywords: Kelly formula, volatility, stop loss take profit, batch position building)

• **china-a-stock-examples.md** - China A-share practical cases (stock screening, pattern analysis, market review output examples)

Disclaimer

The analysis and recommendations provided by this Skill are for reference only and do not constitute investment advice. Investing involves risks; decisions should be made cautiously.