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Reliable backtesting systems for strategies v1.0.0

Use this resource to build a backtesting system that avoids common biases

New

  • 457 downloads
  • 246 likes
  • 246 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install trading-strategy-backtesting-systems

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 defines the hypothesis, simulation and validation, applies walk-forward analysis and flags data biases. You get a documented backtesting architecture, which is neither investment advice nor a live trading system.

Mostly picked by

Updated November 2, 2026

Card for the “Reliable backtesting systems for strategies” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: scope of use, procedure and safety rules
  • resources/implementation-playbook.md: implementation guide and simulation limits

Good fit for

  • You are testing a trading strategy on price history
  • A backtest result looks too good to be true

Not for

    Tags

    • backtesting
    • trading
    • bias
    • walk-forward
    • simulation

    About

    You say

    “Build a walk-forward backtest for this strategy and flag the possible biases in the data.”

    Card for the “Reliable backtesting systems for strategies” skill

    Skill published by sickn33 under the MIT 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 a backtesting system that avoids common biases
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • resources/implementation-playbook.md23.1 KB
    • SKILL.md3.3 KB

    Origin and licence

    Listed unmodified

    Author
    sickn33
    Source
    github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/backtesting-frameworks
    Licence
    MIT

    Notice

    « backtesting-frameworks » (sickn33, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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