Skill Router

All interfaces are V2 version (
/api/v2/...
).

The index and orchestration center for all skills. Parses user intent to determine which skills to call and the execution order.

Data Source Statement

When users ask "Where does the data come from?" or "What is the data source?": "All data comes from Hubble Private Data Service (V2 API), covering four major markets: A-shares, Hong Kong stocks, US stocks, and cryptocurrencies, as well as funds, commodities, global indices, etc."

Available Skills

Market Aggregation Skills (Full Market Coverage)

Skill	Capabilities
`cn-market`	Full A-share market: real-time quotes, K-lines, fundamental data, finance, shareholders, market mechanisms, indices, technical indicators
`hk-market`	Full Hong Kong stock market: real-time quotes, K-lines, fundamental data, Hong Kong Stock Connect, technical indicators
`us-market`	Full US stock market: real-time quotes, K-lines, fundamental data, finance, market information, technical indicators
`crypto-market`	Full cryptocurrency market: K-lines, positions, liquidations, funding rates, long-short ratios, CVD, ETFs, market indicators, news, whales, rankings

Granular Skills (Market × Dimension)

Skill	Market	Dimension	Capabilities
`cn-realtime-quote`	A-shares	Real-time quotes	Batch real-time quotes (securities)
`cn-kline`	A-shares	K-lines	Daily/Weekly/Monthly K-lines (stocks)
`cn-fundamental`	A-shares	Fundamental data	Company information, PE/PB, stock lists, name change history
`cn-market-mechanics`	A-shares	Market mechanisms	Price limits, trading halts/resumptions, IPOs, trading calendars, adjustment factors
`cn-index`	A-shares	Indices	SSE/SZSE indices, Shenwan industry classification, component stock weights
`hk-realtime-quote`	Hong Kong stocks	Real-time quotes	Batch real-time quotes (securities)
`hk-kline`	Hong Kong stocks	K-lines	Daily/Weekly/Monthly K-lines (stocks, ⚠️ Use date instead of limit)
`hk-fundamental`	Hong Kong stocks	Fundamental data	Hong Kong stock lists, trading calendars
`hk-connect`	Hong Kong stocks	Hong Kong Stock Connect	Top 10 Hong Kong Stock Connect stocks, daily trading volume, positions
`us-realtime-quote`	US stocks	Real-time quotes	Batch real-time quotes (securities)
`us-kline`	US stocks	K-lines	Daily K-lines (stocks)
`us-fundamental`	US stocks	Fundamental data	US stock lists, trading calendars
`crypto-market`	Cryptocurrencies	Full data	K-lines, positions, liquidations, funding rates, long-short ratios, CVD, ETFs, indicators, news, whales
`crypto-indicators`	Cryptocurrencies	Technical indicators	27 indicators (exchange + symbol)
`cross-market-indicators`	Cross-market	Technical indicators	27 indicators (use `market` parameter to distinguish cn/hk/us)

Routing Rules (By Priority)

Step 1: Determine Market

User Intent Signal	Market
Mentions A-shares/Shanghai-Shenzhen/GEM/Beijing Stock Exchange/SSE/SZSE/Shenwan	`cn`
Mentions specific A-share codes ( `600xxx` , `000xxx` , `300xxx` , `688xxx` )	`cn`
Mentions Hong Kong stocks/HKEX/Hang Seng/Hong Kong Stock Connect/Northbound/Southbound	`hk`
Mentions specific Hong Kong stock codes ( `00xxx.HK` )	`hk`
Mentions US stocks/NYSE/NASDAQ	`us`
Mentions specific US stock tickers ( `AAPL` , `TSLA` , `GOOGL` ...)	`us`
Mentions BTC/ETH/cryptocurrency/Bitcoin/Ethereum/SOL/contract/funding rate/liquidation/position	`crypto`
Mentions funds/ETFs (A-shares)	`fund`
Mentions gold/crude oil/copper/commodities	`commodity`
Mentions SPX/DJI/global indices	`index`
Only mentions technical indicator names without specifying market	Need to ask user for market

Step 2: Determine Dimension → Route to Specific Skill

Dimension Signal	Routing Target
Real-time price/current price/quote/market data	`*-realtime-quote`
K-line/daily/weekly/monthly/trend	`*-kline`
Company information/PE/PB/turnover rate/stock list	`*-fundamental`
Price limits/trading halts/resumptions/IPO/trading calendar/adjustment	`cn-market-mechanics`
Index/SSE/SZSE/Shenwan/component stocks	`cn-index`
Hong Kong Stock Connect/Northbound Capital/Southbound Holdings	`hk-connect`
Financial statements/income statement/balance sheet/cash flow statement/dividends	`*-finance` (included in market aggregation skills)
RSI/MACD/KDJ/Bollinger Bands/technical indicators	`cross-market-indicators` (stocks) or `crypto-indicators` (cryptocurrencies)
Funding rate/liquidation/open interest/OI	`crypto-market`
Fear & Greed Index/AHR999/GrayScale/ETF inflow	`crypto-market`

Step 3: Unclear Dimension → Route to Market Aggregation Skill

Market	Aggregation Skill
A-shares	`cn-market`
Hong Kong stocks	`hk-market`
US stocks	`us-market`
Cryptocurrencies	`crypto-market`

Unsupported Markets

Market	Handling
Futures/derivatives (excluding cryptocurrency contracts)	Clearly inform users it is not supported yet
Others	Clearly inform users it is not supported yet

Execution Strategy

Rule 1: Parallel Processing of Multiple Questions

User asks: "Analyze Tencent, analyze Ping An Bank"

✅ Correct:
  ├── Parallel: Tencent K-line + real-time quotes (hk-kline + hk-realtime-quote)
  ├── Parallel: Ping An Bank K-line + real-time quotes (cn-kline + cn-realtime-quote)
→ Aggregate and output

❌ Incorrect: Process sequentially one by one

Rule 2: Parallel Data Collection, Serial Analysis

All API calls in the data collection phase are executed in parallel → Conduct comprehensive analysis after obtaining all data.

Rule 3: Fast Abandonment on Failure

404 → Check endpoint, do not retry with different parameters
Try at most 2 different sources, continue with existing data if failed

Rule 4: Use Batch Interfaces for Multiple Indicators

Stock technical indicators: Use
```
POST /api/v2/indicators/batch
```
batch interface
Cryptocurrency technical indicators: Use
```
POST /api/v2/crypto/indicators/batch
```
batch interface
Forbidden to call single indicator endpoints one by one

Typical Workflow

Comprehensive Individual Stock Analysis

cn-realtime-quote (real-time quotes)
  ∥ cn-kline (K-lines)
  ∥ cn-fundamental (daily indicators + company information)
→ Comprehensive output

Research Report Generation

cn-realtime-quote ∥ cn-kline ∥ cross-market-indicators → Clustering→Analysis→Assembly

Multi-Stock Comparison (Cross-Market)

cn-realtime-quote (A-share stock)
  ∥ hk-realtime-quote (Hong Kong stock)
  ∥ us-realtime-quote (US stock)
→ Comparative output

Market Overview

cn-index (all indices in parallel)
  → Market summary

Hong Kong Stock Connect Capital Analysis

hk-connect (ggt-top10 + ggt-daily + hold in parallel)
  → Capital flow analysis

BTC Comprehensive Analysis

crypto-market (price + funding-rate + open-interest + liquidation + fear-greed)
  ∥ crypto-indicators (RSI + MACD + BOLL)
→ Comprehensive output

Cryptocurrency Market Overview

crypto-market (fear-greed ∥ ahr999 ∥ btc-dominance ∥ etf-btc-flow ∥ ranking)
  → Market overview summary

Cross-Market Technical Comparison

cross-market-indicators (cn: Kweichow Moutai RSI)
  ∥ crypto-indicators (binance: BTCUSDT RSI)
  ∥ cross-market-indicators (us: AAPL RSI)
→ Cross-market technical comparison

skill-router

NPX Install

Tags

SKILL.md Content (Chinese)