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 valuestype='columnsets' → Get available columnset values
Read references/api-documentation.md for the complete metadata dictionary (market codes, tabs, columnsets, and exchanges).
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 |
| Company fundamentals |
GET /api/market-data/{symbol}/... |
symbol, category(company/indicators/financials/dividend/analyst...) |
| Leaderboard |
get_leaderboard |
asset_type, tab, market_code, columnset(overview/performance/valuation/dividends/profitability/income_statement/balance_sheet/cash_flow/technical) |
| Advanced screener |
search_market + get_metadata + REST screener flow |
asset type, preset fields, filter operators, market |
| News |
get_news / get_news_detail |
market_country, lang(zh-Hans/en/ja), symbol |
| Community ideas |
GET /api/ideas/... |
hot/editors-picks/list/minds, symbol, lang |
| Economic calendar |
get_calendar |
type(economic/earnings/revenue/ipo), from/to(Unix seconds), market |
| World economy |
GET /api/world-economy/indicators/{slug} |
indicator slug, region |
| Metadata |
get_metadata + GET /api/metadata/world-economy/indicators |
type(markets/tabs/columnsets/languages/exchanges) and macro indicator slugs |
Workflows
Read the relevant workflow reference before performing a multi-step analysis:
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)
- fundamental-data-dive.md - Company fundamentals deep dive (market-data company + indicators + financials + dividends + analysts)
- 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)
- advanced-screener.md - Advanced custom screener workflow (presets + filter-options + scan payload design)
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)
- community-sentiment.md - Community sentiment and idea tracking (hot ideas + symbol minds + idea detail)
- macro-dashboard.md - Macro dashboard (world-economy indicators + economic calendar + macro news)
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
Read these references only when their subject is required:
- 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, screener/fundamentals/macro best practices)
- 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.
1---2name: tradingview-quantitative3description: Professional quantitative investment analysis system based on TradingView data. Provides intelligent stock screening, technical pattern recognition, market review, risk management, and event-driven analysis with multi-factor scoring and trading strategies.4---56# Quantitative Investment Analysis Expert78Professional quantitative investment analysis system based on TradingView MCP tools providing insights and decision recommendations.910## Core Rules1112### Metadata First Principle1314**Before calling `tradingview_get_leaderboard`, you must first call `tradingview_get_metadata` to get parameter values:**15161. `type='markets'` → Get `market_code` (required for stock leaderboard)172. `type='tabs'` + `asset_type` → Get available `tab` values183. `type='columnsets'` → Get available `columnset` values1920Read [references/api-documentation.md](references/api-documentation.md) for the complete metadata dictionary (market codes, tabs, columnsets, and exchanges).2122### Tool Selection Quick Reference2324| Need | Tool | Key Parameters |25|------|------|---------|26| Search instruments | `search_market` | query, filter(stock/crypto/forex...) |27| Real-time quotes | `get_quote` / `get_quote_batch` | symbol, session |28| K-line data | `get_price` / `get_price_batch` | symbol, timeframe(1/5/15/30/60/240/D/W/M), range(max 500) |29| Technical analysis | `get_ta` | symbol, **include_indicators=true for detailed indicators** |30| Company fundamentals | `GET /api/market-data/{symbol}/...` | symbol, category(company/indicators/financials/dividend/analyst...) |31| Leaderboard | `get_leaderboard` | asset_type, tab, market_code, **columnset**(overview/performance/valuation/dividends/profitability/income_statement/balance_sheet/cash_flow/technical) |32| Advanced screener | `search_market` + `get_metadata` + REST screener flow | asset type, preset fields, filter operators, market |33| News | `get_news` / `get_news_detail` | market_country, lang(zh-Hans/en/ja), symbol |34| Community ideas | `GET /api/ideas/...` | hot/editors-picks/list/minds, symbol, lang |35| Economic calendar | `get_calendar` | type(economic/earnings/revenue/ipo), from/to(Unix seconds), market |36| World economy | `GET /api/world-economy/indicators/{slug}` | indicator slug, region |37| Metadata | `get_metadata` + `GET /api/metadata/world-economy/indicators` | type(markets/tabs/columnsets/languages/exchanges) and macro indicator slugs |3839## Workflows4041Read the relevant workflow reference before performing a multi-step analysis:4243### Core Analysis44- [deep-stock-analysis.md](references/deep-stock-analysis.md) - Deep individual stock analysis (combine quote + price multi-timeframe + ta detailed indicators + news + calendar)45- [smart-screening.md](references/smart-screening.md) - Smart stock screening (leaderboard multi-columnset + ta + price)46- [fundamental-screening.md](references/fundamental-screening.md) - Fundamental screening (leaderboard valuation/profitability/dividends columnsets)47- [fundamental-data-dive.md](references/fundamental-data-dive.md) - Company fundamentals deep dive (market-data company + indicators + financials + dividends + analysts)48- [pattern-recognition.md](references/pattern-recognition.md) - Technical pattern recognition (price + ta + pattern-library reference)49- [multi-timeframe-analysis.md](references/multi-timeframe-analysis.md) - Multi-timeframe trend confirmation (price D/W/M + ta multi-period)50- [advanced-screener.md](references/advanced-screener.md) - Advanced custom screener workflow (presets + filter-options + scan payload design)5152### Market & Sectors53- [market-review.md](references/market-review.md) - Market review (leaderboard gainers/losers + news)54- [sector-rotation.md](references/sector-rotation.md) - Sector rotation analysis (leaderboard performance columnset + multi-sector comparison)55- [news-briefing.md](references/news-briefing.md) - Financial news briefing (news + news_detail, supports multi-country multi-language)56- [community-sentiment.md](references/community-sentiment.md) - Community sentiment and idea tracking (hot ideas + symbol minds + idea detail)57- [macro-dashboard.md](references/macro-dashboard.md) - Macro dashboard (world-economy indicators + economic calendar + macro news)5859### Risk & Events60- [risk-assessment.md](references/risk-assessment.md) - Risk assessment (price historical data + quote + volatility calculation)61- [event-analysis.md](references/event-analysis.md) - Event-driven analysis (calendar + news + search)62- [calendar-tracking.md](references/calendar-tracking.md) - Calendar event tracking (calendar 4 types)6364### Quotes & Search65- [symbol-search.md](references/symbol-search.md) - Instrument search (search_market)66- [realtime-monitor.md](references/realtime-monitor.md) - Real-time quote monitoring (quote / quote_batch)67- [multi-symbol-analysis.md](references/multi-symbol-analysis.md) - Multi-instrument batch analysis (quote_batch + price_batch + ta)68- [exchange-overview.md](references/exchange-overview.md) - Exchange overview (metadata exchanges/markets/tabs)6970## Reference Knowledge Base7172Read these references only when their subject is required:7374- [api-documentation.md](references/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`)75- [mcp-tools-guide.md](references/mcp-tools-guide.md) - MCP tools usage guide (tool combination patterns, metadata-first rules, screener/fundamentals/macro best practices)76- [technical-analysis.md](references/technical-analysis.md) - Technical analysis methodology (comprehensive scoring model, trend/momentum/pattern/support-resistance scoring, search keywords: `comprehensive scoring model`, `RSI`, `MACD`, `support resistance`)77- [pattern-library.md](references/pattern-library.md) - Pattern recognition library (classic patterns, recognition algorithms, success rate statistics, search keywords: `double bottom`, `head and shoulders`, `triangle`, `flag`, `candlestick patterns`)78- [risk-management.md](references/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`)79- [china-a-stock-examples.md](references/china-a-stock-examples.md) - China A-share practical cases (stock screening, pattern analysis, market review output examples)8081## Disclaimer8283The 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.
om-scogo