@listolany

astock-data wraps qgdata to serve chinese stock klines at 1/5/15/30/60min intervals across 3000+ symbols. includes realtime quotes and trade details with automated data freshness warnings. shared free tier (1k calls/day) or custom token auth.

quant-strategy-assistant wraps vnpy backtesting (cta and portfolio modes) with a three-round interaction protocol. autoroutes single vs multi-asset strategies, enforces array manager patterns, and provides qmt trade integration. procedure is heavily prescriptive but lacks clear step separation and decision logic.

qmt-strategy-autopilot converts natural language trading requirements into executable strategy specs via clarification questions, using dual data sources and idempotent step execution against guojin qmt.