How the read is constructed
Every state Deskscale publishes has an input, a weighting, and a timestamp. This page shows the architecture and, more usefully, the boundaries. A method that never states its limits is a claim rather than a method.
Analytics and research. Not investment advice.
Seven inputs, one read
Market data enters the top and a priority read leaves the bottom. Each layer answers one question well and is honest about the questions it cannot answer at all.
What kind of day
Whether the session is trending, balanced or compressed, and how consistently that state has held.
Direction. A trend regime says moves tend to run; it does not say which way.
Where price sits
Position against value, prior ranges, and the levels the tape has actually respected.
Timing. A level matters until it doesn't, and structure alone carries no clock.
How wide, and changing
Realised range against implied, and whether conditions are expanding or contracting.
Which way a widening range resolves. Expansion is a statement about size, not sign.
Rate and breadth
Rate of change, and whether participation is broadening or narrowing beneath it.
Exhaustion from continuation. The same reading precedes both, which is why it is never read alone.
Where size traded
Block and dark-pool participation: how much size is being transacted away from the lit tape, and where it is concentrated.
The aggressor. Participation magnitude records that size traded, never which side initiated it, and inferring direction from it is a mistake the read does not make.
What dealers must do
Gamma and dealer positioning, where flow is concentrated, and whether dealers dampen moves or amplify them.
Intent. Large flow can be a directional bet or a hedge against something you cannot see.
What could break it
Scheduled events, correlation, and deterioration in breadth or credit ahead of price.
The unscheduled shock. Nothing prices what has not been announced, and no method claims otherwise.
The synthesis
A ranked read of what deserves attention, with the chain above it visible and the level at which it is wrong.
A recommendation to you. It is analysis output; what you do about it is your decision.
Six answers rarely agree
The hard part is not collecting the layers. It is deciding what to do when structure says one thing and positioning says another, which is most days.
Sources are weighted by what they are worth under current conditions, not averaged equally. A layer that has been unreliable in this regime is discounted rather than allowed to vote at full strength.
Conviction is expressed as a degree, never as a binary. A read at low confidence is published as a read at low confidence, rather than rounded into certainty for the sake of a cleaner interface.
Weightings update as outcomes land, session after session. The method is not a fixed rulebook; it is a system that gets better at weighing evidence the longer it operates.
Three things every read carries
Every read says how sure it is. A confident read and a marginal one look different, because presenting them identically would be the single most misleading thing an instrument could do.
Data has an age. When a feed lags or a source is two days behind, the read says so rather than serving it as though it were live. Source, window and timestamp sit on every figure.
Every read states what would make it false. It is the difference between analysis you can hold to account and an opinion you cannot.
What this method cannot do
Stated plainly, because a reader who finds these out later will trust nothing else on the site, and because they are true.
- It does not forecast price. Deskscale classifies conditions. It does not predict where a market closes, and any read framed as a forecast is a read being misused.
- It does not know your position, size, or risk tolerance. Nothing here is personalised, which means nothing here can be suitable for you specifically. That judgement is yours and cannot be outsourced.
- It cannot price the unscheduled. A surprise headline, a halt, a liquidity event: no model weighs what has not happened yet.
None of this is hedging. An instrument that claims no error bars is not more accurate, it is less honest, and a reader who trades real size already knows that.
See it on a live tape
The method is easier to judge running than described.