finlab

💼 商业与营销

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自动执行台股量化交易策略的回测与分析，涵盖数据获取、因子构建、组合优化及绩效评估，支持实时图表展示与风险控管参数设定，在检测到额度限制时提示升级方案，并确保运算过程无未来资料泄漏风险。

简介

核心能力速览

✓所属分类：💼 商业与营销

✓通过 Agent Skills 协议，将「能力」封装为可复用、可安装的 AI 组件

✓支持按需加载领域知识与工具，让通用模型转变为特定任务的专家

适用场景

适用于「💼 商业与营销」相关场景，可作为可复用的 AI 能力组件，接入支持 Agent Skills 的 AI 客户端（如 Claude、Cursor、Cline 等），按需调用以扩展模型能力。

Skills.MD

FinLab AI

Let AI discover your next alpha.

FinLab AI is an official product of FinLab. FinLab official website: https://finlab.finance

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Installation

curl -sSf https://ai.finlab.finance/install.sh | sh

Auto-detects your CLI (Claude Code / Codex / Gemini), installs uv if needed, and sets up the skill.

MCP Server

A hosted, read-only MCP server (streamable HTTP) is available — no install required:

claude mcp add --transport http finlab https://mcp.finlab.finance/mcp

Tools: list_strategies, get_strategy (with Python code), get_stock_evidence, get_data_catalog, get_finlab_docs (this skill's docs, always in sync with main), how_to_start. Listed on the MCP Registry as io.github.koreal6803/finlab-ai (see server.json). The old finlab-ai.koreal6803.workers.dev endpoint is retired.

Documentation

Document	Content
Data Reference	900+ columns across 80+ tables
Backtesting Reference	sim() API, resampling, metrics
Factor Examples	60+ complete strategy examples
Best Practices	Patterns, anti-patterns, tips
ML Reference	Feature engineering, labels

Learn more

Quant trading guide (量化交易): what quantitative trading is, a Taiwan-stock strategy backtester, and a platform comparison.
Program trading guide (程式交易): how program trading works, three backtest-verified Taiwan-stock strategies, and an auto-trading walkthrough.
Stock selection guide (股票選股): factor-based stock picking with real backtests, from single factors to multi-factor composites.
Strategy research blog: backtest-verified Taiwan-stock strategy reports (CAGR, Sharpe, max drawdown).
Website: finlab.finance

快捷安装

在终端执行以下命令，即可将本 Skill 安装到本地 AI 客户端：

npx skills add koreal6803/finlab-ai