anyfinancial

Top-level router for AnyFinancial. A finance task runs in three phases — (1) Prepare the Data (hosted datasets or real-time/API market data for US/CN), (2) Analyze the Data (write code, compute indicators, backtest), (3) Generate the Report (finance templates + Kami style + TradingView price charts). Route by phase before doing work.

AnyFinancial Backtesting pillar. Run realistic event-driven backtests with NautilusTrader, including historical data acquisition through data/SKILL.md and execution/reporting. Use for strategy simulation, signal evaluation, Sharpe/drawdown/returns, in-sample vs out-of-sample, walk-forward, or parameter comparison. Do NOT use for live trading or recent/realtime point lookups; use realtime-api-data instead.

Historical data access for the AnyFinancial Backtesting pillar. Query the Rebyte Financial Data Service through the Relay Data API with read-only SQL, plus semantic search over historical news when needed for data exploration.

Render stock/price charts in financial reports with TradingView Lightweight Charts (candlestick, OHLCV, volume, indicators, backtest markers, equity curves). Use whenever a report chart is fundamentally about a traded instrument's price over time. Keep ECharts for generic business charts. Fill a declarative JSON spec plus a sibling data JSON; deliver as an artifact.

Template-only financial analysis workflows for statement analysis, valuation analysis, company research, industry research, and finance-specific output patterns. Use when the user asks for a financial analysis structure, report outline, model rubric, or reusable instructions rather than live data retrieval.

CN Stocks provider for direct/recent China market data under AnyFinancial. Uses POST /api/data/cn-stocks/<operation> with sandbox bearer auth.

Direct AnyFinancial data access for recent/realtime market APIs. Routes US requests to local US point-query docs and CN requests to the CN Stocks provider.

Self-contained US direct/recent market data access under AnyFinancial. Use for latest quotes, recent bars, latest news, today OHLC, and point fundamentals.