Facts first
Before any model is asked, the code gathers the day's facts and freezes them with a fingerprint: the candles, the funding, the open interest, the economic calendar, the fear and greed index, the headlines. A dossier too large for the model is refused rather than cut, so a decision never rests on part of its facts.
What the model does
Two voices read it. The reader sees the texts alone, with no figures, and gives a climate. The trader proposes long, short or nothing: a side, a market, a first entry, its confidence and its thesis. It never sets a size, a leverage or an exit.
What the code checks
market: the market is allowed, and the dossier has a reading of it.figures: the prices are figures, not words.zone: the entry sits in the share of the week's range the charter allows for that side.events: no high-impact release of the charter's currencies within twelve hours, and a calendar known far enough ahead.position: room for one more position, one per market.ladderandsize: the steps and the size the code computed hold together.costs: the whole cost of the trade, in figures, within its share of the gain aimed at.model-price: the model has a price set, so its cost can be counted.
All of them must pass. One no, and nothing opens; each verdict is written with its figures.
Where the charter's figures come from
The distance between two steps, the ladder and the entry zones are not chosen: lpa pilot calibrate measures them on past candles, opening a candidate entry every four hours over two years and walking what followed with the venue's own funding.
For each combination it reports the share of targets reached within 7, 30, 90 and 365 days, the median delay, the worst excursion, the capital blocked and the result after funding and fees. The charter keeps what the measure kept, with its date.
Replaying the past without cheating
lpa pilot replay plays past days with the same code a real day uses. Each moment sees only what was known then: the candles cut at that instant, the funding read up to it, the calendar of that week only, the headlines dated before it.
Missing data is said missing
What a source does not keep is said absent, never guessed: the open interest, which the exchange does not keep in history; a calendar week the feed no longer publishes, replaced by the official schedules and said so; hyperkeel, which publishes the present only. Without a readable calendar, nothing opens at all.
What we never claim
No result is promised. A measure describes the past, a replay is not a track record, and paper is not real money. When this site shows a figure about the agent, it says where it comes from and when it was measured.