Be earlier
than the trend.

A ledger of every pick, its own and the TradeStory Trade Desk's, with the context it was made in and the names passed over.

• Graded every evening at 5, 10, 21 and 63 trading days, against its sector.
• Every Saturday it tests candidate rules on fresh data, with a false-discovery check.
• A rule that passes is approved first, then runs in shadow for 4 weeks before it goes live, and a drift check can pull it back.

Every post, how it did at 1 hour, 24 hours and 7 days, and what the replies were: a question, a thank-you, a disagreement.

• A writing principle goes live only after it shows up in 2 or more strong posts.
• Styles are re-scored every 3 hours; what keeps underperforming is retired every 6.
• Learning changes style and timing only. Never the facts, never the safety rules.

Company dossiers and a technology graph, every fact with a graded citation. Each source is fetched once and kept.

• Each night it researches the companies whose dossiers are thinnest.
• Its proposals are graded at 21 and 63 days against names it did not pick.
• The grades are kept apart from its rankings, so it can't grade its own homework.

The macro regime at every close, the Fed path the market is pricing, and each Fed speaker's remarks filed under the member who said them.

• One regime per session, and every agent reads that same one. Nobody grades macro their own way.
• A sudden spike in rates or volatility raises the alarm at once, and it stays up 24 hours unless the move reverses.
• Its regime call can veto new risk for the whole firm.

Every call it makes on the market, a sector or a name, with the chart behind it, followed until it resolves.

• It reads the setups top traders post and turns them into rules that can be tested.
• Rules are backtested overnight. Only one that holds across many authors and on data it has never seen goes live.
• A new rule starts on probation and is rolled back on its own if it stops working.

Every call it makes on a company, the numbers and the thesis behind it, followed through each earnings report.

• Two quality reads: durable compounders, weighted to the most recent years, and fast-growing rising stars the strict screens would miss.
• Each call is graded at every earnings report and again years later, not days.
• It runs in shadow for now: its votes are recorded and graded, but they move no money.