This website is for educational purposes only and does not constitute investment advice. Always do your own research and assess your own risk tolerance before making investment decisions.

HK Trades Decided by: AI 🤖

AI · HK Leveraged ETFs — Trades

Every virtual fill this book has made, with the model's reasoning — the fused signal, valuation and news case — behind each. Prices are model fills; quantities are never shown.

AI · HK Leveraged ETFs is an academic paper portfolio — virtual money, decided by AI and filled by a deterministic auto-executor. Incepted 2026-07-06. Position sizes and account values are never published; performance is shown only as a base-100 Total-Return Index.

Fill history

No fills yet.

No fills recorded yet — trades appear here the evening they execute.

Learnings in force

What this book's own record has taught it.

Last reviewed 2026-07-18

L1

Favor PullbackBuy_VWAP entries over breakout/FailedBreakdown chases.

`PullbackBuy_VWAP|buy` is the most reliable buy cell (US hit ~0.86); `FailedBreakdown_Up_20D|buy` chases are weak (~0.25, stop-first ~60%) and `BreakoutUp_52W` 4wk targets overshoot +55-75% and mean-revert. On ties prefer the PullbackBuy; discount breakout/FailedBreakdown chases.

L2

Trim on the stop-break + negative-12wk combo; don't wait for the SELL-REDUCE label.

A decisive close below the recorded stop AND a negative 12wk is itself a signal-based exit (CLAUDE.md §9), even while the engine still prints NO TRADE.

L3

Execute the de-risk promptly.

A trim recommended but not executed keeps bleeding; act when a held name closes below stop with a negative 12wk, don't re-recommend the same trim for days.

L4

The settled close is authoritative; don't act on weak opens.

Intraday/BOD prints whipsaw. Flag intraday reads provisional; reserve firm acquire/dispose for the settled-close EOD.

L5

Distrust the model 1-week estimate when `calib_1w` is degenerate.

If the scorecard `calib_1w_fraction` is <=0 or wildly unstable, fall back to f=0.30 for the 1wk interpolation and flag it.

L6

Don't chase post-earnings gaps.

A blowout (e.g. MU +14% AH) often round-trips within days; wait for the pullback to the model entry.

L7

(ARCHIVED for hklev — ADR-0014 standalone) Same-pool/cross-book shares execute ONCE.

Applied when hklev mirrored hk (7709 was a shared physical share). Post-2026-07-06 hklev runs on its own seed cash with its own live scan and no shared shares — nothing to reconcile (HL-1). Retained only as the generic rule for a book that still shares a pool with hk.

L8

EOD recommendations execute at the NEXT market open, not the decision close.

Persist actions as `execution_status: pending_next_open` with an `execute_on` date; action prices are close-refs — reprice/re-validate if the open gaps >~1.5%; the 1wk/4wk/12wk horizons and the scorecard grade from the execution date/price; live holdings/monitor stay unchanged until the JSON is updated post-fill; the next BOD reconciles pending proposals against the actual open.

This website is for educational purposes only and does not constitute investment advice. Always do your own research and assess your own risk tolerance before making investment decisions.