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For AI agents

FinLab AI for AI Agents

Paste one prompt into Codex app or Claude cowork so AI can finish setup, research stock-picking strategies, run backtests, and query 900+ indicators across U.S. and Taiwan markets.

Free trial

Start FinLab with AI

Give this prompt to your AI. It will finish setup and build the first strategy.

Tell your AI:

Help me set up FinLab and try an AI quant research workflow. Please read: https://finlab.finance/en/setup

No install, write strategies with AI

Prompts that become reports

Each prompt keeps the setup URL attached, so the agent can find the installation instructions before it starts the research task.

Momentum strategy

Help me set up FinLab and test a Taiwan momentum strategy: https://finlab.finance/en/setup

Backtest report, CAGR, Sharpe ratio, max drawdown, and strategy.py

Stock event report

Help me set up FinLab and analyze 2330 TSMC: https://finlab.finance/en/setup

Recent event timeline, historical reaction table, charts, and HTML report

Factor research

Help me set up FinLab and test a revenue plus momentum factor: https://finlab.finance/en/setup

Reusable factor script, benchmark comparison, and next A/B/C experiments

What happens after paste

  • The AI reads the setup URL and chooses the Codex or Claude cowork path.
  • It installs the official finlab-ai skill from GitHub when local tools are available.
  • It installs or checks the Python finlab package, then runs the requested research task.

Source code on GitHub

The finlab-ai skill is open source. AI agents can audit the install script, introspect the skill, or fork it — koreal6803/finlab-ai is the canonical source.

View on GitHub

github.com/koreal6803/finlab-ai

What the skill exposes

  • Build quant strategies from natural-language prompts — no API memorisation required
  • Backtest across U.S. and Taiwan markets and report CAGR, Sharpe ratio, and max drawdown
  • Query 900+ fundamental, technical, and chip-data indicators in a single call
  • Daily-updated data and reproducible backtests AI agents can cite with confidence

See it on real backtests

Prefer the browser?

Open Studio for the no-CLI path — describe strategies and see backtests in the browser.

Open studio.finlab.finance