SkrrrrLabs

MARKET STRUCTURE · DATA · SYSTEMATIC RESEARCH

Structure Before Prediction.

SkrrrrLabs is an independent market-research project focused on transforming historical market data into structured, testable trading frameworks.

Current validation uses approximately 600GB of selected Binance historical data from the post-Ethereum ETF approval market regime.

Explore the Research ProcessTrading PlatformsDiscuss a Collaboration
01RAW DATA
02SELECTION
03NORMALIZATION
04BACKTESTING
05VALIDATION
SKRRRRLABS / 01INDEPENDENT RESEARCH PROJECT
01CURRENT RESEARCH

A filtered dataset, not a larger claim.

The original archive contains approximately 1TB of Binance historical market data. Around 400GB is classified as legacy data from the pre-Ethereum ETF approval period and excluded from active validation. The working dataset contains approximately 600GB of selected post-approval market data used to study the current market regime.

No strategy is presented as validated until it survives testing across structure, volatility, time, adverse movement and execution conditions.

≈1TBHistorical archive
≈600GBSelected active dataset
ACTIVEBacktesting and validation
Data ingestionComplete
Historical archivingComplete
Regime separationActive
Data validationActive
Strategy backtestingIn progress
Execution testingNot published
Live systemNot deployed
Open the Public Research Archive
02RESEARCH PROCESS

From raw data to a decision framework.

Collecting more data does not create an edge by itself. The objective is to define comparable conditions, reject weak assumptions and convert surviving observations into repeatable processes.

  1. 01

    Define the regime

    Separate structurally different market environments before testing.

  2. 02

    Build the dataset

    Clean, align and normalize historical exchange data.

  3. 03

    Form the hypothesis

    Specify structure, liquidity, volatility, time and invalidation conditions.

  4. 04

    Backtest

    Measure outcomes, adverse movement, holding time and execution cost.

  5. 05

    Stress test

    Test whether a result survives different instruments and market conditions.

  6. 06

    Validate or reject

    Discard hypotheses when the evidence does not support them.

  7. 07

    Automate

    Convert only repeatable and measurable processes into systems.

03RESEARCH SCOPE

Markets under observation.

Digital assets remain the primary research focus. Other markets provide context for testing whether a framework travels beyond one instrument set.

01

Digital Assets

Historical exchange data, derivatives structure, liquidity behavior and market-regime analysis.

02

NASDAQ

Index structure, volatility, macro conditions and derivatives behavior.

03

Gold

Dollar liquidity, real yields, defensive flows and structural price behavior.

04VALIDATION SCOPE

The goal is not to find a pattern that worked once.

The goal is to identify where, when and under what conditions it stops working.

  • 01Structure
  • 02Invalidation
  • 03Time
  • 04Adverse movement
  • 05Execution conditions
05PRINCIPLES

Rules for staying honest.

RESEARCH / 05

01Data before belief.

02Context before direction.

03Survival before profit.

04Probability before conviction.

05Process before emotion.

06Rejection before deployment.

06ABOUT

Independent by design.

SkrrrrLabs is an independent market-research project built around a simple belief: trading decisions should be tested before they are trusted.

The project began with digital-asset market data and is being developed into a broader research framework for crypto, index and metals trading.

Its current focus is historical-data validation, systematic backtesting and the design of repeatable decision processes.

SkrrrrLabs does not manage client capital, provide guaranteed trading signals or present unfinished research as proven performance.

07COLLABORATION

Good systems are rarely built from one discipline.

SkrrrrLabs is open to thoughtful conversations with developers, data engineers, researchers and systematic traders working on market data, backtesting, execution infrastructure or research automation.

No sales pitch is required. A clear problem, useful expertise or serious research question is enough.

Python developersData engineersQuantitative researchersSystematic tradersMarket-data infrastructure buildersResearch partners
Start a Conversation
08TRADING PLATFORMS

Research first. Execution second.

SkrrrrLabs conducts independent market research. Trading execution is performed through external platforms.

Some outbound links may be affiliate links and may support the continued development and operation of SkrrrrLabs at no additional cost to the user.