intelliscale AlphaMeta Insights
Market intelligence hub — screening, scanning, briefing, and thematic research via AlphaMeta.
Response language: match the user's input language — Simplified Chinese / English.
See the alphameta skill for server setup and command execution syntax.
When to use
Trigger when user asks about: strategy screening, popularity rankings, top movers / market scanning, quote anomalies / unusual movements, index/ETF constituent stocks, morning market briefing, catalyst monitoring, ETF fund flow analysis, or market microstructure.
For raw data (quotes, kline, calendar) refer to the respective dedicated skills.
Sub-topic Routing
| User intent | Load references file |
|---|---|
| Strategy screener | references/screener.md |
| Popularity rankings / 热度榜 | references/rank.md |
| Top movers / market scanning | references/top-movers.md |
| Quote anomalies / unusual moves | references/anomaly.md |
| Index / ETF constituent stocks / 成分股 | references/constituent.md |
| Morning briefing / 晨报 | references/morning-brief.md |
| Market pulse / 行情扫描 | references/market-pulse.md |
| Catalyst radar / watchlist scan | references/catalyst-radar.md |
| Event radar / 事件日历 | references/event-radar.md |
| ETF analysis framework | references/etf-analysis.md |
| ETF fund flow / ETF资金流 | references/etf-flow.md |
| Market microstructure / 市场微观结构 | references/market-microstructure.md |
CLI Commands
All commands run via AlphaMeta's POST /api/v1/execute. Discover available commands:
curl http://localhost:18080/api/v1/search
Check the relevant reference file for specific commands per insight type.
Frameworks
Morning Brief
Pre-market summary: overnight moves, watchlist highlights, today's catalysts, and trading agenda.
Primary path: Run the parallel data collector, then synthesize from the digest:
python3 scripts/collect.py # Watchlist from qlist
python3 scripts/collect.py --symbols AAPL,MSFT,NVDA # Explicit symbols
python3 scripts/collect.py --news --capital-flow # Include news & capital flow
See references/morning-brief.md for the full workflow, data collection, and File Layout. Output format follows references/brief-structure.md.
Market Pulse
Market strength assessment and capital flow scanning using reporter, advice, and capital-flow. See references/market-pulse.md.
Event Radar
Earnings calendar, economic calendar, IPO calendar, and pre-earnings previews. See references/event-radar.md.
Catalyst Radar
Multi-dimension catalyst scanning across watchlist: news, insider trades, earnings, analyst revisions. See references/catalyst-radar.md.
Screener
Stock screening by valuation, consensus, and financial metrics — with WebSearch fallback for bulk multi-criteria screening. See references/screener.md.
Popularity Rankings
Stock popularity heat rankings by trading activity, media coverage, and community discussion — via WebSearch with AlphaMeta price enrichment. See references/rank.md.
Constituent Stocks
Index and ETF constituent stock lists for market structure analysis — via WebSearch with AlphaMeta quote enrichment. See references/constituent.md.
ETF Analysis
Five-dimension ETF evaluation: product profile, tracking error, liquidity, premium/discount, allocation fit. See references/etf-analysis.md.
ETF Fund Flow
US ETF sector rotation signals from capital flow and volume trend analysis across 11 SPDR sector ETFs. See references/etf-flow.md.
Market Microstructure
Order book depth, bid-ask spread analysis, depth asymmetry, order-flow pressure, and order-wall detection. See references/market-microstructure.md.
Error handling
| Situation | Response |
|---|---|
| Server not running / connection refused | Tell the user to start AlphaMeta server: alphameta --ibkr |
| Command not found | Run curl http://localhost:18080/api/v1/search to list available commands |
| Empty data returned | "No data available for the requested symbol or time range" |
| Other errors | Surface verbatim |
MCP fallback
If AlphaMeta server is unavailable, use WebSearch to supplement market intelligence data.
Related skills
| User wants | Use |
|---|---|
| Real-time quotes, K-line, depth | alphameta-market-data |
| Candlestick / OHLCV data | alphameta-market-data |
| Analyst consensus / ratings | alphameta-fundamental |
| Insider trades / 13F holdings | alphameta-fundamental |
| SEC filings | alphameta-fundamental |
| Financial statements (three-statement analysis) | alphameta-fundamental |
| Calendar / utilities | alphameta-utilities |
| Technical indicators / Greeks | alphameta-technical |
File layout
alphameta-intelligence/
├── SKILL.md
├── scripts/
│ └── collect.py # Parallel data collector (pure stdlib)
└── references/
├── morning-brief.md · brief-structure.md # Morning brief workflow + output template
├── market-pulse.md · event-radar.md # Market scanning + event calendars
├── catalyst-radar.md · screener.md · anomaly.md # Screening + anomaly detection
├── top-movers.md # Top movers discovery
├── rank.md · constituent.md # Rankings + constituent lists
├── etf-analysis.md · etf-flow.md # ETF evaluation + sector rotation flow
└── market-microstructure.md # Order book depth analysis