Start with the exact fact.
Record the figure, publisher, source URL, and time. Material facts get a second check. A source saying something and that thing being true are kept separate; a partial check stays labeled partial.
The system is designed to separate four jobs that are easy to blur: observing what happened, judging what it means, testing what might happen next, and checking the answer later. Each job has its own public surface and its own limits.
Observer files verified intraday facts without trying to turn them into a signal.
The daily brief weighs the facts, the market response, the uncertainty, and the counter-case.
Material probabilistic claims enter a dated ledger with odds, a deadline, and a grading rule.
The system does not become trustworthy because an AI sounds careful. It becomes inspectable because every stage leaves an artifact a reader can compare with the next one.
Record the figure, publisher, source URL, and time. Material facts get a second check. A source saying something and that thing being true are kept separate; a partial check stays labeled partial.
Compare the story with broad credit stress, volatility, rates, breadth, and the relevant asset. The brief names both what is moving and what is not breaking, so one loud corner cannot masquerade as system-wide stress.
The daily brief states the bottom line, uncertainty, counterargument, and what would change the read. A genuinely probabilistic claim also receives odds, an objective success rule, and a deadline. Analysis that is not a forecast is not forced into one.
After the deadline, named evidence resolves the call and produces a calibration score. Misses remain visible. Corrections are appended rather than silently replacing the earlier record, and related forecasts are not pretended to be independent trials.
These separations prevent an intraday fact from quietly becoming a recommendation, or a mock portfolio number from being mistaken for a live trade.
Zero to three material observations per scheduled check, each with a figure, source, time, and corroboration.
Cannot contain: forecasts, probabilities, Calm/Watch/Stress signals, or recommendations.
A plain-English market read, explicit source quality, the strongest competing explanation, and what would make the conclusion weaker.
Cannot contain: invented figures, personal allocation advice, or certainty the evidence does not support.
Confidence, deadline, exact grading rule, source brief, resolution, and per-call score remain together.
Cannot contain: hindsight rules or quiet deletion of a miss.
Five fixed rules begin from the same mock $100K and produce their value paths and mock decisions from code.
Cannot contain: real orders, broker activity, real money, or a claim that the current leader has proven skill.
More output is not automatically more information. Each cadence exists because the underlying question changes at that speed.
Scheduled during the US session. A completed check may honestly file nothing; a missed check must not look quiet.
Overnight evidence, the current risk read, the counter-case, and the next things worth watching.
Computed strategy values, recent mock moves, and a comparison against the common starting point.
Due forecasts are resolved and the accumulated calibration record is reviewed without rewriting history.
They matter most when the story is exciting, the data are incomplete, or a previous call looks embarrassing.
The operating method above explains the machinery. The welcome note explains the premise: unknowable shocks cannot be forecast on schedule, but visible, high-impact risks can be watched without pretending to know the day they will matter.