Learn the evidence model without reading a terminal manual.

Prediction-market shares usually trade between 0 and 1, so price can be read as an implied probability before resolution.

Velora reads public APIs and stores raw responses for debugging. It does not place orders, execute wallet actions, or move funds.

Leaderboards are useful for discovery, but they should not display metrics the source does not provide.

A Trader Profile combines trades, current positions, closed positions, activity, and source labels in one evidence report.

Velora separates exact source fields, derived calculations, estimates, samples, and unavailable metrics.

The data backend fetches public endpoints, normalizes rows, and stores raw JSON for debugging and future recalculation.

Price history can help explain entry timing, but it should not be substituted with decorative or unbacked charts.

Leaderboard PnL, position-derived PnL, and closed-position PnL are related, but they are not interchangeable.

Confidence rises when the source, sample size, time window, and calculation method are all visible.

Win rate and drawdown can be useful only when their data window and calculation method are clear.

Exposure analysis looks at current positions, category mix, market concentration, and the share of PnL tied to a few outcomes.

A structured review starts with public PnL, then checks returned trades, positions, market count, exposure, and metric confidence.

A public trader row should show when it was fetched or derived, especially when API availability varies.

A public analytics product should fetch respectfully, retry temporary failures, and degrade gracefully when endpoints are slow.

Copy-preparation means studying another trader's behavior and defining limits before any off-platform decision.

A Session Key is a permission model that can allow bounded actions without asking for every signature.

Non-custodial design means the platform should not take custody of funds or require private keys.

A trader signal should combine PnL, volume, markets traded, concentration, and sample quality.

A shared language makes the terminal easier to audit and harder to misread.