quantskills
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- ▌ Futures Deepview Analyst · quantskills bundle基于 Pandadata 期货 DeepView 接口做期货品种、主力合约和跨期结构的综合研判，覆盖席位净持仓保证金、席位建仓、盈亏排行、多空比、资金流、基差、期限结构、仓单库存、虚实盘比、现货利润和跨期套利。Use when the user asks for 期货席位分析、持仓博弈、主力席位动向、基差或期限结构监控、仓单库存跟踪、虚实盘比、跨期套利扫描、期货品种综合分析, or a futures DeepView report for a variety or contract.
- ▌ Market Daily Review · quantskills bundleGenerate A-share end-of-day market review reports with Pandadata data, covering trade-date checks, index performance and valuation, market breadth, limit-up/down sentiment, industries/concepts, 龙虎榜, block trades, margin financing, northbound holdings, risk notes, and optional scheduled after-close automation. Use when the user asks for 今日复盘, 收盘总结, 每日市场报告, A股复盘, 龙虎榜复盘, 北向资金动向, or to set up an automated daily market review.
- ▌ Pandadata API · quantskills bundlePandadata/panda_data Python SDK API reference skill for selecting, calling, and troubleshooting Pandadata data interfaces from the bundled Chinese 接口文档. Use when the user asks to query Pandadata data, choose the right panda_data.get_* method, write or validate panda_data 0.0.12 Python examples, inspect request/response fields, or install/load/use this skill in Claude Code, Codex, Hermes, OpenClaw, Cursor, or WorkBuddy agents.
- ▌ Skill Quant Factor Skill Factory · quantskills bundleUse when converting OHLCV alpha ideas into QuantSkills organization factor Skills, batch-generating non-duplicate framework-neutral quant factor Skill folders, validating them on cached real market data such as AkShare A-share and Yahoo US data, and writing factor evaluation reports.
- ▌ Skill Xingtai Catcher · quantskills bundleUse when a general-purpose AI agent needs to find A-share stocks or futures with similar K-line patterns from natural-language descriptions, K-line screenshots, or hand-drawn trend images. Supports daily and 60-minute timeframes, 30/60/120 BAR windows, hosted MCP tools, and a direct helper script for platforms without MCP. Standard template words such as strong trend continuation, bottom reversal, W-bottom, trend pullback, range consolidation, and M-top must route to server radar templates before any generated drawing. Image attachments must route through image search directly. Also covers user-facing result formatting and routing users to the PatternCatcher website for saved patterns and daily Feishu/WeCom subscriptions.
- ▌ Skill Strategy Tearsheet Report · quantskills bundleInstitutional-grade strategy performance tearsheet. Use when a user has a NAV / return series (a strategy, fund, or backtest) and wants a full performance report: annualized return, Sharpe/Sortino/Calmar, max drawdown, rolling metrics, monthly return heatmap, drawdown table, and benchmark-relative stats. Outputs JSON + an HTML dashboard.