菜单
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.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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.
| version | 1 |
| name | anyfinancial-realtime-api-data |
| description | 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. |
Real-time/API Data is for recent or realtime API data, lightweight lookups, and provider-specific retrieval. It is not the backtesting workflow and it is not a long-form financial research workflow.
| Market | Use when | Load next |
|---|---|---|
| United States | US quotes, recent bars, latest ticker news, point fundamentals | us/SKILL.md |
| China | CN A-share bars, adjustment factors, 1-minute bars, valuation, financials, universe, or CN news | cn/SKILL.md |
../backtesting/SKILL.md.../data/SKILL.md as part of the Backtesting pillar.Provider APIs use the Rebyte sandbox auth token and relay URL:
AUTH_TOKEN=$(/home/user/.local/bin/rebyte-auth)
API_URL=$(python3 -c "import json; print(json.load(open('/home/user/.rebyte.ai/auth.json'))['sandbox']['relay_url'])")
Send Authorization: Bearer $AUTH_TOKEN and Content-Type: application/json on
every request.
Use the bundled realtime-api-data CLI for executable examples:
python3 scripts/anyfinancial_api_data.py us latest-price AAPL
python3 scripts/anyfinancial_api_data.py us latest-news TSLA --limit 5
python3 scripts/anyfinancial_api_data.py cn universe --payload '{}'