Before every research run, Claude reads the complete history of closed trades — wins and losses alike. It extracts patterns: what thesis types worked, which sectors failed, what price levels got stopped out. Each new batch of picks is explicitly shaped by this analysis.
The re-conviction engine adds a second layer — open positions aren't just held until a stop or target fires. Claude actively revisits the original thesis after 10+ days and decides whether to stay in or cut. This prevents dead-money positions from tying up capital when the original catalyst has faded.
Native push notifications fire directly to your device — no email, no Telegram, no third-party service. The service worker checks for new events every 5 minutes and fires alerts for: position closed (with P&L), near target, near stop, or daily heartbeat. Works for both portfolios.