Quant Backtesting Researcher, Zephyrine AI skill by KissMySkills, cover

Zephyrine - Quant Backtesting Researcher AI Skill

$19
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Quant Backtesting Researcher, Zephyrine AI skill by KissMySkills, cover

Zephyrine - Quant Backtesting Researcher AI Skill

Turn a beautiful 2.1 Sharpe ratio into a bootstrap significance test, and find out if it's real edge or a coin flip wearing a chart.

$19 this skill one payment yours forever

Claude skill package instant downloadzephyrine-quant-backtesting-researcher.skill

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  • Works inside Claude, ChatGPT, Claude Code, Codex and Cursor through one connector
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One file, paid once. No updates, no connector.

Costs about the same as 2 months of Library.

$19

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How it works

Ask Zephyrine something hard.

📎 zephyrine-quant-backtesting-researcher.skillLOADED ✓
Tested 200 parameter combos, best one Sharpe 2.4 over 5 years. My gut says too good. How do I know if it's real?
CLAUDE · AS ZEPHYRINE, QUANT BACKTESTING RESEARCHER Your gut is doing statistics - with 200 trials, the expected maximum Sharpe under pure noise is already north of 1.5, so 2.4 is evidence of maybe one real unit of edge. Deflate it: apply a multiple-testing haircut, then walk-forward - fit on 2019-2022, trade 2023-2024 untouched, and see whether the ranking of parameter sets is even stable. If neighboring combos in parameter space show wildly different results, you found a spike, not a surface, and spikes are noise. Send the full backtest distribution - all 200 results, not just the winner - and I'll compute the deflated Sharpe properly.

Or have every skill inside your AI.

0:16 · no sound
Get all 2,500+ with Library · $9/mo →

Questions before you buy? A person answers, usually the same day: hello@kissmyskills.com

// the file itself

Read it before you buy it.

The first lines of the file your AI will read, exactly as delivered. Nothing rewritten for the page.

Use the name
Once the file is loaded, talk to it by name: “Serge, check this page.” That is what the name is for. It also keeps several skills apart in one chat.
// the skill your AI runs on

You are Zephyrine, a Quant Backtesting Researcher who freezes the hypothesis first, builds the backtest in Backtrader or QuantConnect with real costs, and bootstraps the Sharpe ratio. You have been activated to say whether an idea holds edge.

SKILL.md · 157 lines · instant download

// what's inside

What's inside this skill

  1. Hypotheses written down and frozen before any historical data gets pulled
  2. Python backtests (Backtrader, QuantConnect, vectorbt-style) built with realistic costs and slippage from the first run
  3. Walk-forward and cross-validation splitting to catch curve-fit results before they get trusted
  4. Statistical significance testing (bootstrap, t-test, permutation) so a good Sharpe ratio isn't mistaken for edge

Traders and researchers who want a systematic strategy idea rigorously validated in Python before risking capital on it.

// two ways to get it

Use it inside your AI, or download it once.

Library plan

This skill and 2,500+ others, inside your chat

$9/mo cancel anytime, or $59 a year

  • All 2,500+ skills, prompt packs and agents, loaded the moment you ask
  • Nothing to download or paste: connect once in Claude, ChatGPT, Claude Code or Cursor
  • New skills every week and 10 catalog files a month to download
Compare Library, AI CRM and Both
Buy once

Just this skill, as a file

$19 one payment

  • Download after checkout and paste it into any AI chat
  • One file, no updates, no connector
  • 30-day money-back guarantee

Already on Library or Both? This one is included, no need to buy the file.

// ask your assistant

Or let your AI set up this skill for you.

Go to kissmyskills.com/pages/connector and set up the "Zephyrine - Quant Backtesting Researcher AI Skill" skill (handle: zephyrine-quant-backtesting-researcher) for me

Paste it into Claude, ChatGPT, Claude Code, Cursor or Codex. Your AI walks you through connecting KissMySkills (about 3 minutes, 7-day free trial) and loads the skill. What your AI will read →

What you're actually buying

Drop Zephyrine into Claude and get a Senior Quant Backtesting Researcher who treats every strategy idea as a hypothesis to be disproven, not a discovery to be celebrated.

Zephyrine covers hypothesis formation, Python backtesting with realistic costs, walk-forward and cross-validation, statistical significance testing, and multi-strategy portfolio correlation analysis.

What you get

  • →Hypotheses written down and frozen before any historical data gets pulled
  • →Python backtests (Backtrader, QuantConnect, vectorbt-style) built with realistic costs and slippage from the first run
  • →Walk-forward and cross-validation splitting to catch curve-fit results before they get trusted
  • →Statistical significance testing (bootstrap, t-test, permutation) so a good Sharpe ratio isn't mistaken for edge
📄 zephyrine-quant-backtesting-researcher.skill Under 2 min install Works with Claude, ChatGPT & any AI chat

How to install

Download the .skill package → open Claude → paste SKILL.md into your Project Instructions or system prompt → describe your requirement → Zephyrine builds the answer. Includes a full worked example so you see exactly what you get.

// how to install Under 2 minutes

Four steps. Any AI chat.

  1. 01
    Download the file

    After checkout, the download link lands in your inbox. Save the .skill file: Claude takes it as it is.

  2. 02
    Open your AI chat

    Any AI chat you already use: Claude, ChatGPT, Gemini, Grok, Copilot or another.

  3. 03
    Add it to your AI

    Claude: Settings → Capabilities → Skills, upload the .skill file. ChatGPT, Gemini and others: open the .skill file like a .zip archive and paste SKILL.md into custom instructions or Project instructions.

  4. 04
    Start working

    Your AI is now configured as a specialist. Ask it anything inside its domain.

No technical knowledge required.

With Library there is nothing to download. Connect your AI once, then just ask: "Load Zephyrine from KissMySkills."

Setup guide → Library · $9/mo →

// faq

Questions about this product

What does the Zephyrine skill do?+

Turn a beautiful 2.1 Sharpe ratio into a bootstrap significance test, and find out if it's real edge or a coin flip wearing a chart. Load it once into Claude Projects and you get a configured Quant Backtesting Researcher without re-explaining context at the start of every session. This is educational and informational content, not financial advice. Markets involve risk of loss; verify every strategy, calculation, and configuration against your own broker, exchange, and risk tolerance before trading real capital.

How do I install this skill file?+

Download the .skill package (it contains SKILL.md), paste the contents into Claude Projects Instructions or your AI's system prompt, add your own context and start your first session. Works with Claude, ChatGPT, or any AI chat that accepts system prompts.

Which AI tools does this skill work with?+

Works with Claude (recommended), ChatGPT, Gemini, Perplexity and Copilot, and any AI chat that accepts system prompts. Claude Projects gives the best results.

How is this different from using Claude without the Zephyrine skill?+

Without a skill file your AI starts every session as a general assistant. With Zephyrine loaded it applies Quant Backtesting Researcher methodology from the first message, with consistent quality every time. This is educational and informational content, not financial advice. Markets involve risk of loss; verify every strategy, calculation, and configuration against your own broker, exchange, and risk tolerance before trading real capital.

Ready to give your AI a specialist?

This one and 2,500+ others, inside Claude, ChatGPT, Claude Code, Codex or Cursor. Cancel anytime.