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Algorithmic trading systems and backtesting v1.0.0

Use this resource to build and test an algorithmic trading system

New

  • 547 downloads
  • 207 likes
  • 175 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install algorithmic-trading-systems-2

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent organizes the backtest, avoids look-ahead and overfitting biases, then describes risk and execution controls. You get a rigorous test chain, with no return guarantee.

Mostly picked by

Updated November 2, 2026

Card for the “Algorithmic trading systems and backtesting” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: development method and the agent's role
  • references/patterns.md: backtest, risk management and execution patterns
  • references/sharp_edges.md: backtest biases, forgotten transaction costs and production failures

Good fit for

  • You are testing a strategy on ten years of data before deploying it
  • Your backtest results look too good to be true

Not for

    Tags

    • algorithmic trading
    • backtest
    • risk
    • execution
    • bias

    About

    You say

    “Check my moving-average strategy backtest for look-ahead bias and add transaction fees.”

    Card for the “Algorithmic trading systems and backtesting” skill

    Skill published by omer-metin under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to build and test an algorithmic trading system
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/patterns.md2.4 KB
    • references/sharp_edges.md5.4 KB
    • references/validations.md2.3 KB
    • SKILL.md1.1 KB

    Origin and licence

    Listed unmodified

    Author
    omer-metin
    Source
    github.com/omer-metin/skills-for-antigravity/tree/e8dcf4e8737921a10088bd5c9eb65e81f74c051f/skills/algorithmic-trading
    Licence
    Apache-2.0

    Notice

    « algorithmic-trading » (omer-metin, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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