Groundapi Anomaly Trackerv1.1.0

A quantitative analyst or active trader uses the skill daily to identify limit-up streaks, unusual volume spikes, and large capital flows across the Chinese A-share market. It surfaces the most notable signals via finance_market scopes, enabling fast screening of potential trading opportunities.

Investors looking for emerging market themes can use the concept association analysis to see which concepts are being fueled by multiple surging stocks. By cross-referencing profiles of top movers, they discover shared concepts and can then drill into constituent stocks.

When a stock shows exceptional momentum, the skill fetches detailed flow, technical, and quote data to evaluate the sustainability of the move. Key metrics like cumulative main net inflow, consecutive inflow days, and volume ratio help decide whether to enter or exit.

Financial media or content creators use the skill to automatically generate daily anomaly reports with structured tables of limit-up tiers, hot concepts, and spotlight stock analyses. This streamlines the production of market updates for subscribers.

Risk managers monitor for sudden price spikes (e.g., >15% daily gains) and unusual volume that may indicate speculative bubbles or manipulation. The skill provides early warnings and underlying capital flow data to assess potential risks.

Users subscribe to GroundAPI's MCP service for a monthly fee to access real-time market anomaly signals, limit-up pool data, and stock deep dives. The skill acts as a front-end integration for the paid API, driving recurring revenue based on usage tiers.

Hedge funds, quant firms, and brokerages license the anomaly tracking data and analytics as a data feed, embedding it into their own trading systems. The skill's structured output can be white-labeled and delivered via API or dashboard.

The basic anomaly signals and daily reports are free to attract a large user base, while advanced features like historical anomaly backtesting, real-time alerts, and concept correlation tools require a premium plan. The skill can be distributed through marketplaces like OpenClaw with a free tier.