AI Agent Skills

Polars-first data processing patterns for financial data. Use when writing efficient grouped, windowed, or lazy-evaluated data transformations.

Event-driven backtesting with realistic order execution, position tracking, and performance measurement. Use when simulating a trading strategy on historical data.

Label trades using profit-target, stop-loss, and time barriers with volatility-adaptive thresholds. Use when creating supervised labels for financial time series.

Analyze budget vs. actual variances, identify root causes, and recommend corrective actions. Use when an accountant or finance professional says "explain this variance",…

Build a business case with costs, benefits, and ROI. Use when the user says "cost-benefit analysis", "business case", "ROI calculation", "is this worth it", "justify the…

Analyze and interpret financial statements to surface performance signals, quality concerns, and red flags. Use when an accountant says "review these financials", "analy…

Run, document, or review a structured month-end close process. Use when an accountant says "help me with month-end close", "close checklist", "end of month tasks", "what…

Use before a public action, a filing, a publication, or anything that puts the user personally on the record — protests, campaigns, public criticism, or organising that…

Financial and statistics report listing and downloading from Google Play Console via GCS. Use when asked to view, list, or download financial earnings, sales, payouts, o…

Build Discounted Cash Flow (DCF) valuation models. Calculate intrinsic value with customizable assumptions. Generate professional valuation reports.

Analyze cryptocurrency projects with tokenomics, on-chain metrics, and market analysis. Generate comprehensive crypto research reports.

QMT/MiniQMT xtquant 原生 API 知识库，用于编写、调试或扩展调用 `xtquant.xtdata` 的 A 股数据采集任务。 适用场景：下载/读取 K线、tick、财务、合约信息、板块分类、指数权重、除权因子数据；股票代码与 UTC 毫秒时间戳转换；MiniQMT 连接失败排障（返回 -1、端口冲突、session…

Query crypto newsflashes, articles, and on-chain market data via BlockBeats Pro API. Covers 1,500+ information sources including AI-driven insights, Hyperliquid on-chain…

Turn a verified BaZi-derived life-cycle data series into a traceable Life K-Line report for stage planning. Use for 人生K线, 人生曲线, 阶段高低点, 机会窗口, or long-range review; not fo…