SKILL.md

Quantitative Investment Analysis Expert

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

Hosted MCP (25 tradingview_* tools): add https://mcp.tradingviewapi.com/mcp with "type": "http" and sign in with Console. Older clients may use "type": "streamable-http". JWT fallback: POST /api/mcp/generate, then copy exampleConfig. RapidAPI without Console OAuth: local npx -y @ivotoby/openapi-mcp-server (OpenAPI tools, not hosted tradingview_*).

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

Read references/api-documentation.md for the complete metadata dictionary (market codes, tabs, columnsets, and exchanges).

Price Data Rule

Real market prices, returns, stops, targets, backtests, and pattern levels: tradingview_get_ohlcv / tradingview_get_ohlcv_batch (Japanese candles only; never Heikin-Ashi)
Synthetic chart styles: tradingview_get_price / tradingview_get_price_batch with type='HeikinAshi' or Range

Tool Selection Quick Reference

Need	Tool	Key Parameters
Search instruments	`tradingview_search_market`	query, filter(stock/crypto/forex...)
Real-time quotes	`tradingview_get_quote` / `tradingview_get_quote_batch`	symbol, session
Standard OHLCV	`tradingview_get_ohlcv` / `tradingview_get_ohlcv_batch`	symbol, timeframe(1/5/15/30/60/240/D/W/M), range(max 500)
Chart-style candles	`tradingview_get_price` / `tradingview_get_price_batch`	same timeframes; `type='HeikinAshi'` or `Japanese`
Chart events	`tradingview_get_price_events`	symbol, timeframe(D), range — earnings/dividends/splits markers
Technical analysis	`tradingview_get_ta`	symbol, include_indicators=true for detailed indicators
Company fundamentals	`tradingview_get_market_data`	symbol, category(company/indicators/financials_quarterly/dividend/analyst_recommendations...)
Leaderboard	`tradingview_get_leaderboard`	asset_type, tab, market_code, columnset(overview/performance/valuation/dividends/profitability/income_statement/balance_sheet/cash_flow/technical)
Advanced screener	`tradingview_get_screener_presets` + `tradingview_get_screener_filter_options` + `tradingview_screen_assets`	asset type, preset fields, filter operators, market
News	`tradingview_get_news` / `tradingview_get_news_detail`	market_country, lang(zh-Hans/en/ja), symbol
Community ideas	`tradingview_get_ideas_hot` / `tradingview_get_ideas_editors_picks` / `tradingview_get_ideas_by_symbol` / `tradingview_get_minds` / `tradingview_get_idea_detail`	symbol, lang, image_url
Economic calendar	`tradingview_get_calendar`	type(economic/earnings/revenue/ipo), from/to(Unix seconds), market
World economy	`tradingview_get_world_economy_indicators`	indicator slug, region
Metadata	`tradingview_get_metadata` / `tradingview_get_world_economy_indicator_metadata`	type(markets/tabs/columnsets/languages/exchanges/world_economy_indicators)

Workflows

Read the relevant workflow reference before performing a multi-step analysis:

Core Analysis

deep-stock-analysis.md - Deep individual stock analysis (quote + ohlcv multi-timeframe + ta + news + calendar + price events)
smart-screening.md - Smart stock screening (leaderboard multi-columnset + ta + ohlcv)
fundamental-screening.md - Fundamental screening (leaderboard valuation/profitability/dividends columnsets)
fundamental-data-dive.md - Company fundamentals deep dive (tradingview_get_market_data)
pattern-recognition.md - Technical pattern recognition (ohlcv + ta + pattern-library)
multi-timeframe-analysis.md - Multi-timeframe trend confirmation (ohlcv D/W/M + ta)
advanced-screener.md - Advanced custom screener (tradingview_screen_assets)

Market & Sectors

market-review.md - Market review (leaderboard gainers/losers + news)
sector-rotation.md - Sector rotation analysis (leaderboard performance columnset)
news-briefing.md - Financial news briefing (tradingview_get_news / tradingview_get_news_detail)
community-sentiment.md - Community sentiment (hot/editors-picks/minds/idea detail)
macro-dashboard.md - Macro dashboard (world-economy indicators + economic calendar + macro news)

Risk & Events

risk-assessment.md - Risk assessment (ohlcv history + quote + volatility)
event-analysis.md - Event-driven analysis (calendar + news + tradingview_get_price_events)
calendar-tracking.md - Calendar event tracking (calendar 4 types + chart event markers)

Quotes & Search

symbol-search.md - Instrument search (tradingview_search_market)
realtime-monitor.md - Real-time quote monitoring (tradingview_get_quote / tradingview_get_quote_batch)
multi-symbol-analysis.md - Multi-instrument batch analysis (tradingview_get_quote_batch + tradingview_get_ohlcv_batch + tradingview_get_ta)
exchange-overview.md - Exchange overview (tradingview_get_metadata)

Reference Knowledge Base

Read these references only when their subject is required:

api-documentation.md - REST parameter dictionary (market codes/tabs/columnsets/exchanges). Live calls use tradingview_* MCP tools
mcp-tools-guide.md - MCP tools usage guide (ohlcv vs price, metadata-first, screener/fundamentals/macro)
technical-analysis.md - Technical analysis methodology (search: comprehensive scoring model, RSI, MACD)
pattern-library.md - Pattern recognition library (search: double bottom, head and shoulders, triangle)
risk-management.md - Risk management system (search: Kelly formula, volatility, stop loss take profit)
china-a-stock-examples.md - China A-share practical cases
us-stock-examples.md - US stock practical cases

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.