GoKawiilOpen-source library gives AI coding agents 501 trading-infrastructure skills
A new open-source project called Algo-Trading-Skills packages 501 reference implementations covering algorithmic trading engineering, spanning 16 technical domains and five regulatory/exchange frameworks. Each skill is backed by unit tests (over 20,000 total) and follows the agentskills.io SKILL.md standard, making it usable by Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI, and similar tools. It's released under Apache 2.0 and explicitly framed as engineering guidance, not financial or compliance advice.
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AI coding agents can generate trading code that looks syntactically correct but hides subtle, production-breaking flaws — like lookahead bias in backtests or risk checks not properly isolated from strategy logic. By codifying known failure patterns and verified implementations into a standardized skill format, this project aims to reduce those blind spots across any AI tool that supports the emerging SKILL.md convention.
- 501 tested trading-engineering skills are now open-sourced under Apache 2.0.
- The library targets subtle infrastructure failures AI agents typically miss, not just code correctness.
- It's built on the agentskills.io standard, making it interoperable across major AI coding tools.
Advances in Financial Machine Learning" by Marcos López de Prado — If a 501-skill algorithmic trading library has you itching to build your own infrastructure, this book is the classic deep dive into doing quant research properly — backtesting pitfalls, labeling, and feature engineering for financial data. It pairs perfectly with AI coding agents that can generate the implementations while you supply the rigor.
See Advances in Financial Machine Learning" by Marcos López de Prado on Amazon → Affiliate link — we may earn a commission on purchases, at no extra cost to you. Product picked by AI based on this article; it is not a tested recommendation.Source: github.com, 2026-09-11
Published there as: “Show HN: Algo-Trading-Skills - 501 agent skills for trading infrastructure”
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