Quant Research Evidence Gate

Audit the integrity, completeness, and reproducibility of historical quantitative research and backtest evidence before relying on the results.

What It Checks

• Manifest and SHA-256 file integrity
• Research, validation, and holdout time separation
• Potential time leakage or holdout contamination
• Trading-ledger arithmetic and cost consistency
• Fee and slippage stress evidence
• Walk-forward validation evidence
• Trade and profit concentration
• Reproducibility and evidence completeness

What You Get

The Agent produces deterministic JSON and Markdown audit reports with:

• Pass/fail findings
• Severity-ranked issues
• Evidence locations
• Reproducibility checks
• Blocking conditions
• A final evidence-quality verdict

Who It Is For

Designed for:

• Quantitative researchers
• Systematic trading researchers
• Independent analysts
• Backtest reviewers
• Technical due-diligence teams

What It Does Not Do

This Agent does not:

• Execute trades
• Connect to exchanges or wallets
• Recommend buying or selling an asset
• Provide price targets
• Suggest stop-loss levels
• Recommend leverage
• Recommend position sizing
• Predict future market performance
• Guarantee profitability

A passing result means that the supplied research evidence meets the configured audit requirements. It does not mean that the strategy will be profitable in the future.

Financial Risk Notice

This Agent does not constitute professional financial advice. Users should consult a licensed financial advisor before making financial decisions.

Cryptocurrency and futures trading involve substantial risk and may result in the total loss of principal.

Privacy and Data Handling

The deterministic audit scripts do not require an external API, telemetry, exchange connection, or wallet connection.

The Skill is designed to audit authorized local research files and does not intentionally transmit those files to an external third-party service.

Users should only provide files and research data they own or are authorized to inspect.